Patent Grant
10771324
A portion of the disclosure of this patent document contains material which is subject to copyright protection. The copyright owner has no objection to the facsimile reproduction by anyone of the patent document or the patent disclosure, as it appears in the Patent and Trademark Office patent file or records, but otherwise reserves all copyright rights whatsoever.
The present invention is generally related to computer systems, and is particularly related to using virtual machine fabric profiles to reduce virtual machine downtime during migration in a high performance network environment.
As larger cloud computing architectures are introduced, the performance and administrative bottlenecks associated with the traditional network and storage have become a significant problem. There has been an increased interest in using high performance lossless interconnects such as InfiniBand™ (IB) technology as the foundation for a cloud computing fabric. This is the general area that embodiments of the invention are intended to address.
Described herein are systems and methods for using a virtual machine fabric profiles to reduce virtual machine downtime during migration. An exemplary embodiment can provide a subnet manager (SM) and a virtual machine fabric profile that is accessible by the subnet manager, and where the virtual machine fabric profile includes a virtual host channel adapter (vHCA) configuration. The SM can receive a request to preregister the vHCA with a first physical host channel adapter (HCA) while the vHCA is already actively registered with a second physical HCA. The subnet manager can send the vHCA configuration to the first physical HCA for preregistration. After preregistration, the virtual link between the vHCA and a vSwitch of the first physical HCA can be left unestablished, until the SM determines that a virtual link between the vHCA and a vSwitch on the second physical HCA has been disconnected.
The invention is illustrated, by way of example and not by way of limitation, in the figures of the accompanying drawings in which like references indicate similar elements. It should be noted that references to “an” or “one” or “some” embodiment(s) in this disclosure are not necessarily to the same embodiment, and such references mean at least one. While specific implementations are discussed, it is understood that the specific implementations are provided for illustrative purposes only. A person skilled in the relevant art will recognize that other components and configurations may be used without departing from the scope and spirit of the invention.
Common reference numerals can be used to indicate like elements throughout the drawings and detailed description; therefore, reference numerals used in a figure may or may not be referenced in the detailed description specific to such figure if the element is described elsewhere.
Described herein are systems and methods for using virtual machine fabric profiles to reduce virtual machine downtime during migration in a high performance computing environment.
The following description of the invention uses an InfiniBand™ (IB) network as an example for a high performance network. Throughout the following description, reference can be made to the InfiniBand™ specification (also referred to variously as the InfiniBand specification, IB specification, or the legacy IB specification). Such reference is understood to refer to the InfiniBand® Trade Association Architecture Specification, Volume 1, Version 1.3, released March, 2015, available at http://www.inifinibandta.org, which is herein incorporated by reference in its entirety. It will be apparent to those skilled in the art that other types of high performance networks can be used without limitation. The following description also uses the fat-tree topology as an example for a fabric topology. It will be apparent to those skilled in the art that other types of fabric topologies can be used without limitation.
InfiniBand™
InfiniBand™ (IB) is an open standard lossless network technology developed by the InfiniBand™ Trade Association. The technology is based on a serial point-to-point full-duplex interconnect that offers high throughput and low latency communication, geared particularly towards high-performance computing (HPC) applications and datacenters.
The InfiniBand™ Architecture (IBA) supports a two-layer topological division. At the lower layer, IB networks are referred to as subnets, where a subnet can include a set of hosts interconnected using switches and point-to-point links. At the higher level, an IB fabric constitutes one or more subnets, which can be interconnected using routers.
Within a subnet, hosts can be connected using switches and point-to-point links. Additionally, there can be a master management entity, the subnet manager (SM), which resides on a designated device in the subnet. The subnet manager is responsible for configuring, activating and maintaining the IB subnet. Additionally, the subnet manager (SM) can be responsible for performing routing table calculations in an IB fabric. Here, for example, the routing of the IB network aims at proper load balancing between all source and destination pairs in the local subnet.
Through the subnet management interface, the subnet manager exchanges control packets, which are referred to as subnet management packets (SMPs), with subnet management agents (SMAs). The subnet management agents reside on every IB subnet device. By using SMPs, the subnet manager is able to discover the fabric, configure end-nodes and switches, and receive notifications from SMAs.
In accordance with an embodiment, intra-subnet routing in an IB network can be based on linear forwarding tables (LFTs) stored in the switches. The LFTs are calculated by the SM according to the routing mechanism in use. In a subnet, Host Channel Adapter (HCA) ports on the end nodes and switches are addressed using local identifiers (LIDs). Each entry in a linear forwarding table (LFT) consists of a destination LID (DLID) and an output port. Only one entry per LID in the table is supported. When a packet arrives at a switch, its output port is determined by looking up the DLID in the forwarding table of the switch. The routing is deterministic as packets take the same path in the network between a given source-destination pair (LID pair).
Generally, all other subnet managers, excepting the master subnet manager, act in standby mode for fault-tolerance. In a situation where a master subnet manager fails, however, a new master subnet manager is negotiated by the standby subnet managers. The master subnet manager also performs periodic sweeps of the subnet to detect any topology changes and reconfigures the network accordingly.
Furthermore, hosts and switches within a subnet can be addressed using local identifiers (LIDs), and a single subnet can be limited to 49151 unicast LIDs. Besides the LIDs, which are the local addresses that are valid within a subnet, each IB device can have a 64-bit global unique identifier (GUID). A GUID can be used to form a global identifier (GID), which is an IB layer three (L3) address.
The SM can calculate routing tables (i.e., the connections/routes between each pair of nodes within the subnet) at network initialization time. Furthermore, the routing tables can be updated whenever the topology changes, in order to ensure connectivity and optimal performance. During normal operations, the SM can perform periodic light sweeps of the network to check for topology changes. If a change is discovered during a light sweep or if a message (trap) signaling a network change is received by the SM, the SM can reconfigure the network according to the discovered changes.
For example, the SM can reconfigure the network when the network topology changes, such as when a link goes down, when a device is added, or when a link is removed. The reconfiguration steps can include the steps performed during the network initialization. Furthermore, the reconfigurations can have a local scope that is limited to the subnets in which the network changes occurred. Also, the segmenting of a large fabric with routers may limit the reconfiguration scope.
An example InfiniBand™ fabric is shown in
Data Partitions in InfiniBand™
In accordance with an embodiment, IB networks can support partitioning as a security mechanism to provide for isolation of logical groups of systems sharing a network fabric. Each HCA port on a node in the fabric can be a member of one or more partitions. In accordance with an embodiment, the present disclosure provides for two types of partitions that can be defined within an IB subnet—data partitions (discussed in detail in the following paragraphs) and admin partitions (discussed in detail later in the disclosure).
Data partition memberships are managed by a centralized partition manager, which can be part of the SM. The SM can configure data partition membership information on each port as a table of 16-bit partition keys (P_Keys). The SM can also configure switch and router ports with the data partition enforcement tables containing P_Key information associated with the end-nodes that send or receive data traffic through these ports. Additionally, in a general case, data partition membership of a switch port can represent a union of all membership indirectly associated with LIDs routed via the port in an egress (towards the link) direction.
In accordance with an embodiment, data partitions are logical groups of ports such that the members of a group can only communicate to other members of the same logical group. At host channel adapters (HCAs) and switches, packets can be filtered using the data partition membership information to enforce isolation. Packets with invalid partitioning information can be dropped as soon as the packets reaches an incoming port. In partitioned IB systems, data partitions can be used to create tenant clusters. With data partition enforcement in place, a node cannot communicate with other nodes that belong to a different tenant cluster. In this way, the security of the system can be guaranteed even in the presence of compromised or malicious tenant nodes.
In accordance with an embodiment, for the communication between nodes, Queue Pairs (QPs) and End-to-End contexts (EECs) can be assigned to a particular data partition, except for the management Queue Pairs (QP0 and QP1). The P_Key information can then be added to every IB transport packet sent. When a packet arrives at an HCA port or a switch, its P_Key value can be validated against a table configured by the SM. If an invalid P_Key value is found, the packet is discarded immediately. In this way, communication is allowed only between ports sharing a data partition.
An example of IB data partitions is shown in
Virtual Machines in InfiniBand™
During the last decade, the prospect of virtualized High Performance Computing (HPC) environments has improved considerably as CPU overhead has been practically removed through hardware virtualization support; memory overhead has been significantly reduced by virtualizing the Memory Management Unit; storage overhead has been reduced by the use of fast SAN storages or distributed networked file systems; and network I/O overhead has been reduced by the use of device passthrough techniques like Single Root Input/Output Virtualization (SR-IOV). It is now possible for clouds to accommodate virtual HPC (vHPC) clusters using high performance interconnect solutions and deliver the necessary performance.
However, when coupled with lossless networks, such as InfiniBand™ (IB), certain cloud functionality, such as live migration of virtual machines (VMs), still remains an issue due to the complicated addressing and routing schemes used in these solutions. IB is an interconnection network technology offering high bandwidth and low latency, thus, is very well suited for HPC and other communication intensive workloads.
The traditional approach for connecting IB devices to VMs is by utilizing SR-IOV with direct assignment. However, achieving live migration of VMs assigned with IB Host Channel Adapters (HCAs) using SR-IOV has proved to be challenging. Each IB connected node has three different addresses: LID, GUID, and GID. When a live migration happens, one or more of these addresses change. Other nodes communicating with the VM-in-migration can lose connectivity. When this happens, the lost connection can be attempted to be renewed by locating the virtual machine's new address to reconnect to by sending Subnet Administration (SA) path record queries to the IB Subnet Manager (SM).
IB uses three different types of addresses. A first type of address is the 16 bits Local Identifier (LID). At least one unique LID is assigned to each HCA port and each switch by the SM. The LIDs are used to route traffic within a subnet. Since the LID is 16 bits long, 65536 unique address combinations can be made, of which only 49151 (0x0001-0xBFFF) can be used as unicast addresses. Consequently, the number of available unicast addresses defines the maximum size of an IB subnet. A second type of address is the 64 bits Global Unique Identifier (GUID) assigned by the manufacturer to each device (e.g. HCAs and switches) and each HCA port. The SM may assign additional subnet unique GUIDs to an HCA port, which is useful when SR-IOV is used. A third type of address is the 128 bits Global Identifier (GID). The GID is a valid IPv6 unicast address, and at least one is assigned to each HCA port. The GID is formed by combining a globally unique 64 bits prefix assigned by the fabric administrator, and the GUID address of each HCA port.
Fat-Tree (FTree) Topologies and Routing
In accordance with an embodiment, some of the IB based HPC systems employ a fat-tree topology to take advantage of the useful properties fat-trees offer. These properties include full bisection-bandwidth and inherent fault-tolerance due to the availability of multiple paths between each source destination pair. The initial idea behind fat-trees was to employ fatter links between nodes, with more available bandwidth, as the tree moves towards the roots of the topology. The fatter links can help to avoid congestion in the upper-level switches and the bisection-bandwidth is maintained.
Also as shown in
Additionally, each switch can have multiple switch ports. For example, the root switch 231 can have the switch ports 1-2, the root switch 232 can have the switch ports 3-4, the root switch 233 can have the switch ports 5-6, and the root switch 234 can have the switch ports 7-8.
In accordance with an embodiment, the fat-tree routing mechanism is one of the most popular routing algorithm for IB based fat-tree topologies. The fat-tree routing mechanism is also implemented in the OFED (Open Fabric Enterprise Distribution—a standard software stack for building and deploying IB based applications) subnet manager, OpenSM.
The fat-tree routing mechanism aims to generate LFTs that evenly spread shortest-path routes across the links in the network fabric. The mechanism traverses the fabric in the indexing order and assigns target LIDs of the end-nodes, and thus the corresponding routes, to each switch port. For the end-nodes connected to the same leaf switch, the indexing order can depend on the switch port to which the end-node is connected (i.e., port numbering sequence). For each port, the mechanism can maintain a port usage counter, and can use this port usage counter to select a least-used port each time a new route is added.
In accordance with an embodiment, in a partitioned subnet, nodes that are not members of a common data partition are not allowed to communicate. Practically, this means that some of the routes assigned by the fat-tree routing algorithm are not used for the user traffic. The problem arises when the fat tree routing mechanism generates LFTs for those routes the same way it does for the other functional paths. This behavior can result in degraded balancing on the links, as nodes are routed in the order of indexing. As routing can be performed oblivious to the data partitions, fat-tree routed subnets, in general, provide poor isolation among data partitions.
In accordance with an embodiment, a Fat-Tree is a hierarchical network topology that can scale with the available network resources. Moreover, Fat-Trees are easy to build using commodity switches placed on different levels of the hierarchy. Different variations of Fat-Trees are commonly available, including k-ary-n-trees, Extended Generalized Fat-Trees (XGFTs), Parallel Ports Generalized Fat-Trees (PGFTs) and Real Life Fat-Trees (RLFTs).
A k-ary-n-tree is an n level Fat-Tree with kn end-nodes and n·kn−1 switches, each with 2 k ports. Each switch has an equal number of up and down connections in the tree. XGFT Fat-Tree extends k-ary-n-trees by allowing both different number of up and down connections for the switches, and different number of connections at each level in the tree. The PGFT definition further broadens the XGFT topologies and permits multiple connections between switches. A large variety of topologies can be defined using XGFTs and PGFTs. However, for practical purposes, RLFT, which is a restricted version of PGFT, is introduced to define Fat-Trees commonly found in today's HPC clusters. An RLFT uses the same port-count switches at all levels in the Fat-Tree.
Input/Output (I/O) Virtualization
In accordance with an embodiment, I/O Virtualization (IOV) can provide availability of I/O by allowing virtual machines (VMs) to access the underlying physical resources. The combination of storage traffic and inter-server communication impose an increased load that may overwhelm the I/O resources of a single server, leading to backlogs and idle processors as they are waiting for data. With the increase in number of I/O requests, IOV can provide availability; and can improve performance, scalability and flexibility of the (virtualized) I/O resources to match the level of performance seen in modern CPU virtualization.
In accordance with an embodiment, IOV is desired as it can allow sharing of I/O resources and provide protected access to the resources from the VMs. IOV decouples a logical device, which is exposed to a VM, from its physical implementation. Currently, there can be different types of IOV technologies, such as emulation, paravirtualization, direct assignment (DA), and single root-I/O virtualization (SR-IOV).
In accordance with an embodiment, one type of IOV technology is software emulation. Software emulation can allow for a decoupled front-end/back-end software architecture. The front-end can be a device driver placed in the VM, communicating with the back-end implemented by a hypervisor to provide I/O access. The physical device sharing ratio is high and live migrations of VMs are possible with just a few milliseconds of network downtime. However, software emulation introduces additional, undesired computational overhead.
In accordance with an embodiment, another type of IOV technology is direct device assignment. Direct device assignment involves a coupling of I/O devices to VMs, with no device sharing between VMs. Direct assignment, or device passthrough, provides near to native performance with minimum overhead. The physical device bypasses the hypervisor and is directly attached to the VM. However, a downside of such direct device assignment is limited scalability, as there is no sharing among virtual machines—one physical network card is coupled with one VM.
In accordance with an embodiment, Single Root IOV (SR-IOV) can allow a physical device to appear through hardware virtualization as multiple independent lightweight instances of the same device. These instances can be assigned to VMs as passthrough devices, and accessed as Virtual Functions (VFs). The hypervisor accesses the device through a unique (per device), fully featured Physical Function (PF). SR-IOV eases the scalability issue of pure direct assignment. However, a problem presented by SR-IOV is that it can impair VM migration. Among these IOV technologies, SR-IOV can extend the PCI Express (PCIe) specification with the means to allow direct access to a single physical device from multiple VMs while maintaining near to native performance. Thus, SR-IOV can provide good performance and scalability.
SR-IOV allows a PCIe device to expose multiple virtual devices that can be shared between multiple guests by allocating one virtual device to each guest. Each SR-IOV device has at least one physical function (PF) and one or more associated virtual functions (VF). A PF is a normal PCIe function controlled by the virtual machine monitor (VMM), or hypervisor, whereas a VF is a light-weight PCIe function. Each VF has its own base address (BAR) and is assigned with a unique requester ID that enables I/O memory management unit (IOMMU) to differentiate between the traffic streams to/from different VFs. The IOMMU also apply memory and interrupt translations between the PF and the VFs.
Unfortunately, however, direct device assignment techniques pose a barrier for cloud providers in situations where transparent live migration of virtual machines is desired for data center optimization. The essence of live migration is that the memory contents of a VM are copied to a remote hypervisor. Then the VM is paused at the source hypervisor, and the VM's operation is resumed at the destination. When using software emulation methods, the network interfaces are virtual so their internal states are stored into the memory and get copied as well. Thus the downtime could be brought down to a few milliseconds.
However, migration becomes more difficult when direct device assignment techniques, such as SR-IOV, are used. In such situations, a complete internal state of the network interface cannot be copied as it is tied to the hardware. The SR-IOV VFs assigned to a VM are instead detached, the live migration will run, and a new VF will be attached at the destination. In the case of InfiniBand™ and SR-IOV, this process can introduce downtime in the order of seconds. Moreover, in an SR-IOV shared port model the addresses of the VM will change after the migration, causing additional overhead in the SM and a negative impact on the performance of the underlying network fabric.
InfiniBand™ SR-IOV Architecture—Shared Port
There can be different types of SR-IOV models, e.g. a shared port model, a virtual switch model, and a virtual port model.
In accordance with an embodiment, when using a shared port architecture, such as that depicted in
As shown in
In accordance with an embodiment, the shared port architecture can allow for highly scalable data centers that are not limited by the number of VMs (which attach to the network by being assigned to the virtual functions), as the LID space is only consumed by physical machines and switches in the network.
However, a shortcoming of the shared port architecture is the inability to provide transparent live migration, hindering the potential for flexible VM placement. As each LID is associated with a specific hypervisor, and shared among all VMs residing on the hypervisor, a migrating VM (i.e., a virtual machine migrating to a destination hypervisor) has to have its LID changed to the LID of the destination hypervisor. Furthermore, as a consequence of the restricted QP0 access, a subnet manager cannot run inside a VM.
InfiniBand™ SR-IOV Architecture Models—Virtual Switch (vSwitch)
In accordance with an embodiment, in a vSwitch architecture each virtual function 430, 440, 450 is a complete virtual Host Channel Adapter (vHCA), meaning that the VM assigned to a VF is assigned a complete set of IB addresses (e.g., GID, GUID, LID) and a dedicated QP space in the hardware. For the rest of the network and the SM, the HCA 400 looks like a switch, via the virtual switch 415, with additional nodes connected to it. The hypervisor 410 can use the PF 420, and the VMs (attached to the virtual functions) use the VFs.
In accordance with an embodiment, a vSwitch architecture provide transparent virtualization. However, because each virtual function is assigned a unique LID, the number of available LIDs gets consumed rapidly. As well, with many LID addresses in use (i.e., one each for each physical function and each virtual function), more communication paths have to be computed by the SM and more Subnet Management Packets (SMPs) have to be sent to the switches in order to update their LFTs. For example, the computation of the communication paths might take several minutes in large networks. Because LID space is limited to 49151 unicast LIDs, and as each VM (via a VF), physical node, and switch occupies one LID each, the number of physical nodes and switches in the network limits the number of active VMs, and vice versa.
InfiniBand™ SR-IOV Architecture Models—Virtual Port (vPort)
In accordance with an embodiment, the vPort concept is loosely defined in order to give freedom of implementation to vendors (e.g. the definition does not rule that the implementation has to be SR-IOV specific), and a goal of the vPort is to standardize the way VMs are handled in subnets. With the vPort concept, both SR-IOV Shared-Port-like and vSwitch-like architectures or a combination of both, that can be more scalable in both the space and performance domains, can be defined. A vPort supports optional LIDs, and unlike the Shared-Port, the SM is aware of all the vPorts available in a subnet even if a vPort is not using a dedicated LID.
InfiniBand™ SR-IOV Architecture Models—vSwitch with Prepopulated LIDs
In accordance with an embodiment, the present disclosure provides a system and method for providing a vSwitch architecture with prepopulated LIDs.
In accordance with an embodiment, each of the switches 501-504 can comprise a number of ports (not shown), which are used in setting a linear forwarding table (LFT) in order to direct traffic within the network switched environment 600.
In accordance with an embodiment, the virtual switches 512, 522, and 532, can be handled by their respective hypervisors 511, 521, 531. In such a vSwitch architecture each virtual function is a complete virtual Host Channel Adapter (vHCA), meaning that the VM assigned to a VF is assigned a complete set of IB addresses (e.g., GID, GUID, LID) and a dedicated QP space in the hardware. For the rest of the network and the SM (not shown), the HCAs 510, 520, and 530 look like a switch, via the virtual switches, with additional nodes connected to them.
In accordance with an embodiment, the present disclosure provides a system and method for providing a vSwitch architecture with prepopulated LIDs. Referring to
In accordance with an embodiment, much like physical host channel adapters can have more than one port (two ports are common for redundancy), virtual HCAs can also be represented with two ports and be connected via one, two or more virtual switches to the external IB subnet.
In accordance with an embodiment, in a vSwitch architecture with prepopulated LIDs, each hypervisor can consume one LID for itself through the PF and one more LID for each additional VF. The sum of all the VFs available in all hypervisors in an IB subnet, gives the maximum amount of VMs that are allowed to run in the subnet. For example, in an IB subnet with 16 virtual functions per hypervisor in the subnet, then each hypervisor consumes 17 LIDs (one LID for each of the 16 virtual functions plus one LID for the physical function) in the subnet. In such an IB subnet, the theoretical hypervisor limit for a single subnet is ruled by the number of available unicast LIDs and is: 2891 (49151 available LIDs divided by 17 LIDs per hypervisor), and the total number of VMs (i.e., the limit) is 46256 (2891 hypervisors times 16 VFs per hypervisor). (In actuality, these numbers are smaller since each switch, router, or dedicated SM node in the IB subnet consumes a LID as well). Note that the vSwitch does not need to occupy an additional LID as it can share the LID with the PF.
In accordance with an embodiment, in a vSwitch architecture with prepopulated LIDs, communication paths are computed for all the LIDs the first time the network is booted. When a new VM needs to be started the system does not have to add a new LID in the subnet, an action that would otherwise cause a complete reconfiguration of the network, including path recalculation, which is the most time consuming part. Instead, an available port for a VM is located (i.e., an available virtual function) in one of the hypervisors and the virtual machine is attached to the available virtual function.
In accordance with an embodiment, a vSwitch architecture with prepopulated LIDs also allows for the ability to calculate and use different paths to reach different VMs hosted by the same hypervisor. Essentially, this allows for such subnets and networks to use a LID Mask Control (LMC) like feature to provide alternative paths towards one physical machine, without being bound by the limitation of the LMC that requires the LIDs to be sequential. The freedom to use non-sequential LIDs is particularly useful when a VM needs to be migrated and carry its associated LID to the destination.
In accordance with an embodiment, along with the benefits shown above of a vSwitch architecture with prepopulated LIDs, certain considerations can be taken into account. For example, because the LIDs are prepopulated in an SR-IOV vSwitch-enabled subnet when the network is booted, the initial path computation (e.g., on boot-up) can take longer than if the LIDs were not pre-populated.
InfiniBand™ SR-IOV Architecture Models—vSwitch with Dynamic LID Assignment
In accordance with an embodiment, the present disclosure provides a system and method for providing a vSwitch architecture with dynamic LID assignment.
In accordance with an embodiment, each of the switches 501-504 can comprise a number of ports (not shown), which are used in setting a linear forwarding table in order to direct traffic within the network switched environment 700.
In accordance with an embodiment, the virtual switches 512, 522, and 532, can be handled by their respective hypervisors 511, 521, 531. In such a vSwitch architecture each virtual function is a complete virtual Host Channel Adapter (vHCA), meaning that the VM assigned to a VF is assigned a complete set of IB addresses (e.g., GID, GUID, LID) and a dedicated QP space in the hardware. For the rest of the network and the SM (not shown), the HCAs 510, 520, and 530 look like a switch, via the virtual switches, with additional nodes connected to them.
In accordance with an embodiment, the present disclosure provides a system and method for providing a vSwitch architecture with dynamic LID assignment. Referring to
In accordance with an embodiment, with the dynamic LID assignment, the initial path computation can be substantially reduced. When the network is booting for the first time and no VMs are present then a relatively small number of LIDs can be used for the initial path calculation and LFT distribution.
In accordance with an embodiment, much like physical host channel adapters can have more than one port (two ports are common for redundancy), virtual HCAs can also be represented with two ports and be connected via one, two or more virtual switches to the external IB subnet.
In accordance with an embodiment, when a new VM is created in a system utilizing vSwitch with dynamic LID assignment, a free VM slot is found in order to decide on which hypervisor to boot the newly added VM, and a unique non-used unicast LID is found as well. However, there are no known paths in the network and the LFTs of the switches for handling the newly added LID. Computing a new set of paths in order to handle the newly added VM is not desirable in a dynamic environment where several VMs may be booted every minute. In large IB subnets, computing a new set of routes can take several minutes, and this procedure would have to repeat each time a new VM is booted.
Advantageously, in accordance with an embodiment, because all the VFs in a hypervisor share the same uplink with the PF, there is no need to compute a new set of routes. It is only needed to iterate through the LFTs of all the physical switches in the network, copy the forwarding port from the LID entry that belongs to the PF of the hypervisor—where the VM is created—to the newly added LID, and send a single SMP to update the corresponding LFT block of the particular switch. Thus the system and method avoids the need to compute a new set of routes.
In accordance with an embodiment, the LIDs assigned in the vSwitch with dynamic LID assignment architecture do not have to be sequential. When comparing the LIDs assigned on VMs on each hypervisor in vSwitch with prepopulated LIDs versus vSwitch with dynamic LID assignment, it is notable that the LIDs assigned in the dynamic LID assignment architecture are non-sequential, while those prepopulated are sequential in nature. In the vSwitch dynamic LID assignment architecture, when a new VM is created, the next available LID is used throughout the lifetime of the VM. Conversely, in a vSwitch with prepopulated LIDs, each VM inherits the LID that is already assigned to the corresponding VF, and in a network without live migrations, VMs consecutively attached to a given VF get the same LID.
In accordance with an embodiment, the vSwitch with dynamic LID assignment architecture can resolve the drawbacks of the vSwitch with prepopulated LIDs architecture model at a cost of some additional network and runtime SM overhead. Each time a VM is created, the LFTs of the physical switches in the subnet are updated with the newly added LID associated with the created VM. One subnet management packet (SMP) per switch is needed to be sent for this operation. The LMC-like functionality is also not available, because each VM is using the same path as its host hypervisor. However, there is no limitation on the total amount of VFs present in all hypervisors, and the number of VFs may exceed that of the unicast LID limit. Of course, not all of the VFs are allowed to be attached on active VMs simultaneously if this is the case, but having more spare hypervisors and VFs adds flexibility for disaster recovery and optimization of fragmented networks when operating close to the unicast LID limit.
InfiniBand™ SR-IOV Architecture Models—vSwitch with Dynamic LID Assignment and Prepopulated LIDs
In accordance with an embodiment, each of the switches 501-504 can comprise a number of ports (not shown), which are used in setting a linear forwarding table in order to direct traffic within the network switched environment 800.
In accordance with an embodiment, the virtual switches 512, 522, and 532, can be handled by their respective hypervisors 511, 521, 531. In such a vSwitch architecture each virtual function is a complete virtual Host Channel Adapter (vHCA), meaning that the VM assigned to a VF is assigned a complete set of IB addresses (e.g., GID, GUID, LID) and a dedicated QP space in the hardware. For the rest of the network and the SM (not shown), the HCAs 510, 520, and 530 look like a switch, via the virtual switches, with additional nodes connected to them.
In accordance with an embodiment, the present disclosure provides a system and method for providing a hybrid vSwitch architecture with dynamic LID assignment and prepopulated LIDs. Referring to
In accordance with an embodiment, such as that depicted in
In accordance with an embodiment, much like physical host channel adapters can have more than one port (two ports are common for redundancy), virtual HCAs can also be represented with two ports and be connected via one, two or more virtual switches to the external IB subnet.
InfiniBand™—Inter-Subnet Communication
In accordance with an embodiment, in addition to providing an InfiniBand™ fabric within a single subnet, embodiments of the current disclosure can also provide for an InfiniBand™ fabric that spans two or more subnets.
With further reference to
In accordance with an embodiment, each of the host channel adapters can additionally be associated with a virtual switch, such as virtual switch 1012 and virtual switch 1032, and each HCA can be set up with a different architecture model, as discussed above. Although both subnets within
In accordance with an embodiment, at least one switch within each subnet can be associated with a router, such as switch 1002 within subnet A 1000 being associated with router 1005, and switch 1021 within subnet B 1040 being associated with router 1006.
In accordance with an embodiment, when traffic at an originating source, such as virtual machine 1 within subnet A, is addressed to a destination at a different subnet, such as virtual machine 2 within subnet B, the traffic can be addressed to the router within subnet A, i.e., router 1005, which can then pass the traffic to subnet B via its link with router 1006.
Fabric Manager
As discussed above, a network fabric, such as an InfiniBand™ fabric, can span a plurality of subnets through the use of interconnected routers in each subnet of the fabric. In accordance with an embodiment, a fabric manager (not shown) can be implemented on a host which is a member of the network fabric and can be employed within the fabric to manage both physical and logical resources that are part of the fabric. For instance, management tasks such as discovering fabric resources, controlling connectivity between physical servers, collecting and viewing real-time network statistics, disaster recovery, and setting quality of service (QoS) settings, among others, may be performed by a user through the fabric manager. In accordance with an embodiment, the fabric manager may span all subnets defined in the fabric. That is, the fabric manager can manage physical and logical resources that are members of, or associated with, the fabric at large, regardless of which subnet the resources are a member of.
In accordance with an embodiment, the fabric manager can include a graphical user interface (GUI) through which a user can perform administration functions. The fabric manager GUI can incorporate visualization tools that allow a user to monitor and control fabric resources. For example, in an embodiment, a user can view server connections, configuration settings and performance statistics for servers across the fabric through the fabric interface. Other examples of fabric functionality that can be monitored and/or managed through the fabric manger GUI include discovering inter-subnet fabric topology, viewing visual representations of these topologies, creating fabric profiles (e.g., virtual machine fabric profiles), and building and management of a fabric manager database that can store fabric profiles, metadata, configuration settings and other data required by, and related to, the network fabric. In accordance with an embodiment, the fabric manager database is a fabric-level database.
In addition, the fabric manager can define legal inter-subnet connectivity in terms of which subnets are allowed to communicate via which router ports using which partition numbers. In accordance with an embodiment, the fabric manager is a centralized fabric management utility. The above examples are not meant to be limiting.
In accordance with an embodiment, some of the fabric manager's functionality can be initiated by a user, and other functionality can be abstracted from the user, or be automated (e.g., some functionality may be performed by the fabric manager upon startup, or at other predetermined events).
In an exemplary embodiment of a management event, a user may initiate, at the fabric manger interface, a configuration change directed towards a network fabric device. After receiving the configuration change request, the fabric manager may, in turn, ensure that the configuration change request is properly carried out. For example, the fabric manager may communicate the request to the device and ensure that the configuration change is written to the device's configuration. In one embodiment, the physical device acknowledges to the fabric manager that the configuration change has successfully completed. In accordance with an embodiment, the fabric manager may then update the interface to give a visual confirmation that the request has been carried out. Further, the fabric manager may persist the configuration of the device to the fabric manager database, e.g., for disaster recovery or other purposes.
In accordance with an embodiment, the fabric manager can have other interfaces, such as a command line interface, that includes some, all, or more functionality than the GUI.
Fabric-Level Resource Domains
As discussed above, a fabric manager can allow users to perform administrative tasks throughout the network fabric through an interface of the fabric manager. In accordance with an embodiment, an additional function of the fabric manager is facilitation of hierarchical role-based access control. In an embodiment, role-based access control is achieved through fabric-level resource domains.
In accordance with an embodiment, role-based access control is based on the concept of fabric users. Access from both human administrators and external management applications can represent an authenticated context that defines legal operations on all or a subset of the fabric infrastructure or fabric resources. For example, a user can be represented in the fabric by a user profile. That is, within the fabric a user can be defined by creating a profile of the user and assigning attributes to the profile. A user profile can be assigned a username attribute, and a password attribute, where the username is unique within the fabric, thereby uniquely identifying the user. Further, the user profile may be associated with certain roles defined in the fabric that assign certain access levels to different resources within the fabric. In accordance with an embodiment, setting up user profiles can be accomplished through the fabric manager interface. All or part of the user profile can be stored in the fabric manger database. Moreover, in an embodiment, the fabric manager can integrate with well-known user directories, such as Microsoft's® Active Directory or LDAP directories, or with, e.g., the RADIUS networking protocol for remote authentication.
In accordance with an embodiment, the fabric manager can manage fabric resources that it discovers through fabric-level resource domains (also referred to as “resource domains”, or simply “domains” herein). A resource domain is a logical grouping of fabric resources defined at the fabric level. Fabric resources include both physical and logical resources. Some examples of resources include fabric devices (such as HCAs, physical nodes, and switches), fabric profiles (such as virtual machine fabric profiles, and user profiles), virtual machines, clouds, and I/O modules, among others.
In accordance with an embodiment, all fabric resources discovered and managed by the fabric manager reside in the default domain, which exists by default (i.e., without the need to setup or configure it) in the fabric, and can be accessed through the fabric manager interface. The default domain is the highest level domain—that is, it is the parent domain to all other resource domains, and all other resource domains exist within the default domain. The default domain is associated with a fabric-level administrator, which also exists by default, and is configured with administrative privileges in the default domain by default.
In accordance with an embodiment, resource domains represent a hierarchical form of resource management. For example, the process of configuring and managing the default domain is available only to the fabric-level administrator. However, child domains can be created within the default domain by the fabric-level administrator. For instance, the fabric-level administrator can create a child domain and can add domain resources to the child domain. Additionally the fabric-level administrator can create domain-level “domain admin” users and add (i.e., associate) the domain admin users to the child domain. Making the domain admin user a member of the resource domain allows the domain admin user to manage the child domain and its contained subset of the fabric resources. In accordance with an embodiment, the domain admin user cannot manage resources outside of the child domain (i.e., resources at a parallel or a higher level than the domain admin is associated with). However the domain admin can manage resources contained in resource domains that have been created as child domains of the resource domain. In accordance with an embodiment, the fabric manager is responsible for providing the security that ensures that resource domain boundaries are strictly enforced.
Admin Partitions
In accordance with an embodiment, a resource domain can be represented at the subnet level by an administration, or “admin” partition (as they are referred to herein). An admin partition represents a group membership which grants access rights at the subnet level to subnet resources. Members of an admin partition are considered privileged, in that the members have access rights to any subnet resources that are associated with the admin partition, in accordance with an embodiment. At the fabric manager level, an admin partition is associated with a resource domain and a corresponding domain admin user. Thus, user-role separation can be ensured in multi-tenant environments at the subnet level. Further, resource domain membership can be correlated with admin partition membership, so that resources that are members of an admin partition that is associated with a particular resource domain are also members of the resource domain.
In accordance with an embodiment, an admin partition can be defined at the subnet level in the same way that a data partition is defined, but with an additional attribute specifying that the partition being created is an admin partition. Like data partitions (discussed in detail, above), admin partitions can be created by an administrator through the fabric manager interface, in accordance with an embodiment. In an embodiment, the fabric manager can support an “admin partition” flag as an optional parameter during the creation of a partition. If selected by the creating administrator, the fabric manager will include the additional attribute specifying that the newly created partition is an admin partition, and will be treated as an admin partition by the fabric manager and the local master subnet manager.
In accordance with an embodiment, the fabric manager can be configured to automatically create a corresponding admin partition for each resource domain that is created, and associate the automatically created partition with the corresponding resource domain. In such an embodiment, when fabric-level resources are added to the resource domain, the fabric manager also associates them with the admin partition that was automatically created and associated with the resource domain. Thus, resources added to the resource domain will have subnet-level access rights to each other upon being added to the resource domain, with no further action being taken by the administrator (e.g., the fabric-level administrator or the domain admin).
Moreover, in accordance with an embodiment, entire subnets of the network can represent a special resource domain in a domain hierarchy that has a top-level domain (e.g., the default domain). For instance, in a domain hierarchy, where the default domain represents the top-level domain, each subnet of the network fabric can then be recognized by the fabric manager as a child domain of the default domain. Recognition of entire subnets as child domains of a top-level domain can be configured as default behavior of the fabric manager, or these default domains can be manually defined by an administrator. Here again, in order to have user role separation and enforcement of domain boundaries and resource associations at the subnet level, admin partitions corresponding to entire-subnet resource domains can be defined. In accordance with an embodiment, an admin partitions that is defined in a subnet and includes each resource in that subnet (as either a member, or associated with the admin partition) can be termed a “domain global” admin partition, since in this configuration, every resource in the subnet would have access rights to every other resource.
In accordance with an embodiment, an admin partition can be transparent to a domain admin. As noted above, a domain global admin partition can be created automatically for a resource domain at the fabric manager level, and then all resources assigned to or created within the scope of this domain can automatically be associated with the corresponding admin partition. In another embodiment, however, the domain admin can explicitly create different admin partitions within the relevant resource domain, and then resources within the domain can be explicitly associated with the explicitly created admin partition instead of with the admin partition that was created by default for the resource domain.
In accordance with an embodiment, the fabric manager can support the creation of both shared and private admin partitions. Admin partitions created by a fabric-level administrator in the default domain can be shared partitions that can be made available to individual resource domains. Admin partitions created by a domain admin (i.e., a user with credentials associated with a specific resource domain) in the domain in which the domain admin is a member can be private partitions associated with and available only to the specific resource domain in whose context the admin partitions were created.
In accordance with an embodiment, end-ports of HCAs and vHCAs can be members of an admin partition, just as they can be members of a data partition. Admin partitions are differentiated from data partitions, however, in that admin partitions can be associated with other subnet resources, in accordance with an embodiment. For example, a data partition can be associated with an admin partition. Further, an admin partition can be associated with another admin partition, as a child or as a parent, thus making admin partitions a hierarchical concept and able to correspond with the hierarchy of the resource domains they are associated with, in accordance with an embodiment.
As a technical matter, end-ports of HCAs (and vHCAs) can be referred to as “members” of partitions, in traditional terminology, and other resources can be “associated with” admin partitions, in accordance with an embodiment. The technical differences in these two concepts are explained below. For convenience and readability, however, this document may occasionally, in reference to admin partitions, use the terms “member” and “associated with” interchangeably. Notwithstanding the use of these terms interchangeably, it is to be understood that the technical differences between end-port/HCA membership in, and resource association with, admin partitions is meant to be consistently applied by the reader.
In accordance with an embodiment, an admin partition is defined by a P_Key, just as a data partition is defined. However, while an end-port is aware of the data partitions that it is a member of, it is not necessary that end-ports be aware of what admin partitions they are members of. Thus, in one embodiment, a P_Key defining an admin partition is not entered in the P_Key table of member end-ports. In this way the creation of an admin partition does not waste P_Key table entries—which are a limited resource—if an admin partition is not used for IB packet traffic. In another embodiment, however, an admin partition may function as both an admin partition and a data partition. In such an embodiment, all P_Key tables of end-ports that are members of the admin partition can have a P_Key entry for the admin partition in their respective P_Key tables. In accordance with an embodiment, a data partition may be defined as any partition that is not also an admin partition.
In accordance with an embodiment, a data partition can be associated with one or more admin partitions. For example, a data partition, being defined by a P_Key value, can be associated with an admin partition that is defined by its own distinct P_Key value. Moreover, the data partition can be associated with a second admin partition defined by yet another distinct P_Key value. In accordance with an embodiment, the association of a data partition with a specific admin partition can define the maximum membership level for end-ports that are members of the specific admin partition.
As noted above, an admin partition represents a group membership which grants access rights to subnet resources. In accordance with an embodiment, any end-port member of an admin partition has access rights to any subnet resource that is associated with the same admin partition based solely on the end-port's membership in the admin partition. Thus, any end-port that is a member of an admin partition has access rights to any data partition that is associated with that same admin partition. Notably, this does not necessarily mean that the member end-port is a member of the associated data partition, but that it has access rights to the associated data partition, and therefore could be a member of the data partition.
Such a scheme obviates the need for administrators to grant end-ports access to, e.g., data partitions by manually including the data partition's P_Key in the P_Key table of the end-port. In an embodiment, when an end-port is initialized in the subnet, the master subnet manager can query a data store (e.g., an admin partition registry, as discussed below) that holds admin partition definitions (e.g., P_Keys), and relationships that define membership in the defined admin partitions and that define associations with the defined admin partitions, to determine which admin partitions the end-port is a member of. The subnet manager can then further check to see if there are any data partitions associated with the admin partitions of which the end-port is a member. If the SM finds that 1) the end-port is a member of an admin partition, and 2) that that admin partition is associated with a data partition, then the SM can automatically place the P_Key of the associated data partition in the P_Key table of the end-port, thereby automatically granting the end-port access to the data partition. Thus, the admin partition represents a simpler, more scalable solution than manual partition mapping by administrators.
With further reference to
In accordance with an embodiment, admin partitions can also be used to determine whether a vHCA can be registered with the virtual function of a physical HCA. A vHCA describes a host channel adapter which is planned and configured for a specific virtual machine (VM), in accordance with an embodiment. A vHCA differs from a virtual function (VF) in that a vHCA migrates with a VM, while a VF stays with the physical adapter. As discussed above, however, both physical HCAs and vHCAs (and, at a lower level, the end-ports of these (v)HCAs) can be members of admin partitions. Thus, in accordance with an embodiment, admin partition membership can be used by the SM to determine whether a request from a physical HCA to register a vHCA with a virtual function of the requesting physical HCA is permissible.
With continued reference to
As noted above, the fabric-level fabric database holds information related to the fabric and fabric resources, and is managed by the fabric manager. In accordance with an embodiment, the fabric database can have “complete knowledge” of the fabric resource inventory (i.e., every resource that is a part of the network fabric is represented, at least, by a record held in the fabric database). Further, the access rights and name spaces associated with each resource in the fabric can be either stored in the fabric database, or derived from information and relationships contained in the fabric database.
For example, in accordance with an embodiment, information pertaining to admin partition membership and/or resource association with an admin partition can be stored in the fabric database. The tables holding this information and the relationships that link these tables together can be a subset of the fabric database, and can be referred to as the admin partition registry. In accordance with an embodiment, the admin partition registry is a collection of admin partition group resources. For example, an admin partition group within the admin partition registry can be a collection of HCA members (including vHCAs) and associated resources of a particular admin partition, where the group is looked up by the P_Key that defines the particular admin partition. Moreover, admin partition group members and associated resources can be looked up in the registry using keys such as GUID or vGUID for member HCAs or vHCAs, respectively, or P_Keys for associated data partitions. Relationships between the P_Key of an admin partition and the unique identifier of members or associated resources define membership or association, respectively, in the admin partition, and are maintained by the admin partition registry, and by the fabric database, at a higher level.
In accordance with an embodiment, all or part of the admin partition registry may be held as records in a cache of the SM. For instance, records of the admin partition registry that correspond to resources of a particular subnet can be duplicated in a cache in a resident memory of a subnet manager (e.g., the master subnet manager) of the particular subnet. The admin partition registry records can either be retrieved (i.e., copied) from the fabric database by the SM (e.g., when the SM boots), or be placed in the cache before it is persisted to the fabric database. The cache can be a volatile or non-volatile memory. Regardless of when the registry records are placed in the cache, synchronization can then occur between the cached copy of the admin partition registry and the copy of the admin partition registry found in a fabric-level data base.
By holding all, or a subnet-relevant part, of the admin partition registry in a high-speed cache on the SM, rather than retrieving admin partition information from a persisted state (i.e., from the fabric database) every time a query is received, the lookup of admin partition information can impose minimal overhead on the SM. This can be especially important during subnet initialization, when access rights among subnet resources are being automatically assigned.
In accordance with an embodiment, logical names or identifiers can be assigned to resources within a resource domain (by, e.g., the fabric-level or domain-level admin user). These logical names can be private to the resource domain. The fabric manager, through the fabric database, can create relationships that map unique identifiers used within the fabric (e.g., vGUIDs and P_Keys) to logical or symbolic names given to resources within the fabric.
For instance, the fabric database, in accordance with an embodiment, can store records of resources, and domain membership and/or admin partition membership of resources. Logical names can be assigned to the resources upon discovery of the resources by the fabric manger. These names can be linked to the unique identifiers of the fabric resources in the fabric database. Moreover, the fabric manager can keep track of each resource's membership in resource domains and admin partitions through a relationship in the fabric manager database. With these records and relationships, the fabric manager can allow like logical names across disparate resource domains and admin partitions. In accordance with an embodiment, the logical domain name scheme can reflect the hierarchy of the resource domain or domains that a particular domain resource is a member of. In such an embodiment, logical resource names can be unique to the highest level resource domain that the resource is a member of.
In accordance with an embodiment, the identifier of a resource in the fabric—regardless of what the identifier is—can be unique within the scope of the admin partition. Then, global uniqueness (i.e., at the fabric level) can be achieved by prefixing the resource name with the corresponding admin partition.
With continued reference to
Node 1444, 1454, 1474 and 1484 are part of subnet 1420. HCA 1446 is associated with node 1444, and includes PF 1448 and VFs 1450 and 1452. Similarly, HCA 1456 is associated with node 1454, and includes PF 1458 and VFs 1460 and 1462. HCA 1476 is associated with node 1474, and includes PF 1478 and VFs 1480 and 1482. Further, HCA 1486 is associated with node 1484, and includes PF 1488 and VFs 1490 and 1492. VM 1440 is executing on node 1444, and VM 1470 is executing on node 1474. vHCA 1442 has been planned and configured for VM 1440, is associated with VM 1440, and is registered with virtual function 1452 of HCA 1446. vHCA 1472 has been planned and configured for VM 1470, is associated with VM 1470, and is registered with virtual function 1482 of HCA 1476.
In accordance with an embodiment, HCAs 1446, 1456, 1476, and 1486 are considered domain resources, and a record of each is stored in fabric manager database 1414. The record can include an identifier, such as a GUID, which is used to identify the HCA resource in the fabric. Further, vHCAs 1442 and 1472 are also considered domain resources, and a record of each is stored in fabric manager database 1414. The record can include an identifier, such as a GUID, which is used to identify the vHCA.
With further reference to
In accordance with an embodiment, admin partition 1424 and admin partition 1426 have been defined in subnet 1420. Admin partition 1424 is associated with resource domain 1410, and admin partition 1426 is associated with resource domain 1412.
As shown in
Likewise, vHCA 1472 and HCAs 1476 and 1486 are members of resource domain 1412. In accordance with an embodiment, because admin partition 1426 is associated with resource domain 1410, when vHCA 1472 and HCAs 1466 and 1486 are added as members of resource domain 1412, they also become members of admin partition 1426, and a relationship is created in admin partition registry 1416 between the P_Key defining admin partition 1426 and the identifiers of HCAs 1476 and 1486, and vHCA 1472. In accordance with an embodiment, this relationship defines HCAs 1476 and 1486, and vHCA 1472 as members of admin partition 1426.
As noted above, VM 1440 (including vHCA 1442), node 1444 (including HCA 1446) and node 1454 (including HCA 1456) are members of resource domain 1410, in accordance with an embodiment. In an embodiment of the invention, fabric-level administrator 1404 is responsible for adding node 1444 and node 1454 to resource domain 1410. For example, fabric-level administrator 1404 can, through the interface of fabric manager 1402, add nodes 1444 and 1454 to resource domain 1410. Once fabric-level administrator 1404 has added nodes 1444 and 1454 to resource domain 1410, domain admin 1406 can perform administrative tasks on nodes 1444 and 1454. In keeping with the hierarchical scheme of resource domains, however, domain admin 1406 could not perform administrative tasks on nodes 1444 and 1454 before they were added to resource domain 1410 (i.e., while they were a member of the higher-level default domain (not shown). Further, in accordance with an embodiment, domain admin 1408 cannot perform administrative tasks on nodes 1444 and 1454, because nodes 1444 and 1454 are members of a parallel-level resource domain that domain admin 1408 is not associated with.
With continued reference to
Data partitions 1428 and 1430 have been defined in subnet 1420, in accordance with an embodiment. In keeping with the hierarchical scheme of resource domains, in one embodiment data partitions 1428 and 1430 were defined by fabric-level administrator 1404. In another embodiment, domain admin 1406 defined data partition 1428, and domain admin 1408 defined data partition 1430. As shown in
In accordance with an embodiment, when data partition 1428 is associated with admin partition 1424, a relationship between the identifier of data partition 1428 (e.g., the P_Key of data partition 1428) and the P_Key of admin partition 1424 is created in the admin partition registry 1416. This relationship defines data partition 1428 as associated with admin partition 1424. Likewise, when data partition 1430 is associated with admin partition 1426 a relationship between the identifier of data partition 1430 (e.g., the P_Key of data partition 1430) and the P_Key of admin partition 1426 is created in the admin partition registry 1416. This relationship defines data partition 1430 as associated with admin partition 1426.
In accordance with an embodiment, if a request were received from either of HCAs 1446 and 1456 or vHCA 1442 to join data partition 1428, SM 1422 could check with admin partition registry 1416, and find that HCAs 1446 and 1456 and vHCA 1442 are members of admin partition 1424, and that data partition 1428 is associated with admin partition 1424. Then, SM 1422 could allow HCAs 1446 and 1456 and vHCA 1442 to become members of data partition 1428 based on HCAs 1446 and 1456 and vHCA 1442 being members of admin partition 1424 and data partition 1428 being associated with admin partition 1424. No manual mapping from either fabric-level administrator 1404 or domain-level administrator 1406 would be necessary to allow HCAs 1446 and 1456 and vHCA 1442 to join data partition 1428.
Moreover, vHCA 1442 can be registered with either of VF 1452 or 1450 of HCA 1446, or either of VF 1462 or 1460 of HCA 1456, because HCAs 1446 and 1456 and vHCA 1442 are members of admin partition 1424 (vHCA 1442 is depicted as registered with VF 1452). Here again, SM 1422 could check with admin partition registry 1416, and find that HCAs 1446 and 1456 and vHCA 1442 are members of admin partition 1424. Upon finding that HCAs 1446 and 1456 and vHCA 1442 are members of admin partition 1424, SM 1422 could allow registration of vHCA 1442 with any of VFs 1452, 14501462, and 1460 without intervention from any fabric user.
Virtual Machine Fabric Profiles
As discussed above, virtual machines (VMs) can be employed in a fabric, such as an IB fabric in order to improve efficient hardware resource utilization and scalability. Yet, live migration of virtual machines (VMs), still remains an issue due to the addressing and routing schemes used in these solutions. In accordance with an embodiment, methods and systems provide for facilitating pre-defined, highly available, and physical-location independent virtual machine fabric profiles that can support addressing schemes aimed at overcoming such VM migration issues. In accordance with an embodiment, VM fabric profiles enable centralized setup and configuration administration for VMs using fabric connectivity, and support optimized VM migration for VMs based on SR-IOV. In accordance with an embodiment, a VM fabric profile represents a single, centralized repository of detailed fabric configuration information for a virtual machine. A database associated with the fabric manager (e.g., the fabric database) can persist the information that makes up a VM fabric profile.
In accordance with an embodiment, a VM fabric profile can be identified in a network fabric, such as an IB fabric, through a virtual machine identifier (VM-id). In one embodiment, the VM-id is a unique 128-bit number that is a universally unique identifier (UUID), that can be unique across the entire fabric. However, uniqueness of the VM-id is only necessary across differently administered VM manager domains (e.g., a VM-id can be unique within an admin partition). Therefore, in other embodiments, the VM-id can be some other appropriate type of ID that is at least unique across such domains. In accordance with an embodiment, all management entities, at either the fabric or the subnet level, look up information about a VM fabric profile by referencing the VM-id of the profile.
As shown in
As discussed above, virtual HCAs (vHCAs) may be used in conjunction with the virtual functions of a physical HCA to provide network access to VMs. In accordance with an embodiment, each VM fabric profile is also associated with at least one vHCA. A vHCA can be planned and configured for a specific VM, and this configuration can also be included in and stored with the fabric profile of the VM for which the vHCA is configured. The configured vHCA can then migrate with the virtual machine—in contrast to virtual functions, which can be defined by, and can stay with, the physical HCA. With further reference to
Like a physical HCA, a vHCA can have a plurality of (virtual) ports. In accordance with an embodiment, these virtual ports can act as end-ports in the network environment, just as physical ports do. As an example, all end-ports, including vHCA ports, can be assigned a GUID (e.g., a 64-bit GUID as used in an IB network). This GUID can be used to request a LID destination address from the routing tables of a SM. In accordance with an embodiment, a virtual GUID (vGUID) can represent the current fabric address of each vHCA port. In one embodiment, vGUIDs can be assigned to the vHCA ports from a list of GUIDs allocated to, and stored with, the VM fabric profile, as discussed above. vGUIDs can be assigned to a fabric profile from a dedicated pool of GUIDs owned and controlled by the fabric manager in accordance with fabric manager GUID policy. For instance, a free and fabric-wide unique vGUID can be allocated to a vHCA configured for a VM when the fabric profile is created in the fabric manager.
With continued reference to
In accordance with an embodiment, a vHCA can be a member of both data partitions and admin partitions. Partition membership of a vHCA can be represented in a VM fabric profile by relationships in the fabric database linking the vHCA record to partitions (both admin and data partitions) that the vHCA is a member off. In one embodiment, for example, the vGUID key 1522 can be related to tables (not shown) containing data and admin partitions P_Keys that have been defined in the network fabric. In an embodiment, the vGUID key is linked, through a relationship, to the admin partition registry (discussed above). In an embodiment, there is alternatively, or also, a relationship linking the admin partition registry to a vHCA Instance ID 1514. These relationships allow fabric components to identify which data and admin partitions the vHCA is a member of.
In one embodiment, a user interacts with virtual machine fabric profiles through an interface of the fabric manager. For instance, a user may create, edit, and delete VM fabric profiles through the fabric manager. In accordance with an embodiment, some of the fabric profile information is supplied by a user creating or editing the VM fabric profile (e.g., the logical name of the VM fabric profile), while other of the information is generated or supplied by the fabric manager or the local SM of the subnet in which the fabric manager is being created (e.g., the VM-id, the vHCA instance ID, or the vGUID).
In accordance with an embodiment, the creation of the virtual machine fabric profile can take place in a management context that represents administrative privileges of the fabric resources the VM fabric profile is associated with. For example, a domain admin creates a VM fabric profile for use by nodes having HCAs that are a member of the same resource domain(s) (and the same admin partition(s)) as the vHCAs being configured for the VM fabric profile. The created VM fabric profile is considered a (logical) resource, and a member of the resource domain in which it is created. Thus, by virtue of being a member of the same admin partition, the vHCA of the VM fabric profile has permission to be registered with any of the VF's of the HCAs that are also members of the resource domain, thereby easing administrative overhead.
In accordance with an embodiment, a fabric-level or domain-level administrator user can use a component of the fabric manager termed the “Virtual Machine Manager” (VMM) to set up and configure VM fabric profiles. VMM can use a fabric REST API in the creation of a VM fabric profile. A user can access VMM, for example, through a GUI of the fabric manager. In accordance with an embodiment, the administrative user can supply certain parameters related to the VM fabric profile (such as logical name, profile type, and the number of vHCAs that will be associated with the profile), and other parameters can be automatically generated and assigned by the VMM (such as VM-id, and vGUIDs and vHCA instance IDs of each vHCA associated with the profile). Other CRUD actions, such as updating and deleting VM fabric profiles can also be available to the administrator user through the fabric manager, and VMM, specifically.
In accordance with an embodiment, once all of the parameters necessary to build a VM fabric profile have been supplied via the VMM, the fabric manager can create an instance of the VM fabric profile object having the attributes specified by the administrator user and VMM, and persist the VM fabric profile object to the fabric level database.
In accordance with an embodiment, in an operational network fabric, a VM fabric profile can be held as one or multiple records in a cache of a SM. The VM fabric profile can either be retrieved (i.e., copied) from the fabric database by the SM (e.g., when the SM boots), or be placed in the cache before it is persisted to the fabric database. The cache can be a volatile or non-volatile memory. The VM-id can be used as a key for querying the cache to retrieve attributes of a specific VM fabric profile.
By holding the VM fabric profiles in a high-speed cache on the SM rather than retrieving them from a persisted state (i.e., from the fabric database) every time a query is received, the lookup of VM fabric profile attributes can impose minimal overhead on the SM. This is especially important during VM and host boot-up, when fabric profile data will be needed to establish which HCAs VMs can and will be paired with.
At step 1610, a VM fabric profile including setup parameters and configuration of the VM is defined.
At step 1620, the VM fabric profile is stored in a fabric-level database.
At step 1630, the VM fabric profile is made available through a high-speed memory cache on the subnet manager.
At step 1640, VM fabric profile data is returned from the subnet manger based on VM-id lookup requests directed to the high-speed memory cache.
Virtual Machine ID and Migration Manager (VIMM)
In accordance with an embodiment, and as discussed above, the subnet manager and fabric-connected HCAs play an integral role in facilitating the above-described advances and efficiencies, such as admin-partition-to-data-partition mapping, and the management and lookup of VM information through virtual machine fabric profiles. These advances allow for more efficient fabric resource utilization, including more efficient use of both administrative resources and hardware resources. To date, however, the functionality required by SMs in order to take advantage of the technological advances described herein is not defined in the IB specification for SMs and/or HCAs. Moreover, network fabrics controlled by currently available SM software (e.g., OpenSM, or Oracle's® NM2 SM) do not support the above-disclosed technology. Therefore, new SM and HCA configurations are needed in order to take advantage of the disclosed advances, while still remaining compatible with legacy hardware and software, so that gradual implementation of the above-disclosed technological advances can be achieved.
As discussed above, SMs, through the SM interface, exchange control packets, which are referred to as subnet management packets (SMPs), with subnet management agents (SMAs). The subnet management agents reside on every IB subnet device (e.g., each HCA can have a resident SMA). By using SMPs, the subnet manager is able to discover the fabric, configure end-nodes and switches, and receive notifications from SMAs. In accordance with an embodiment, SMs and HCAs can be configured to take advantage of the above disclosed technological advances by including a proprietary extension of both the SM and the SMA. A virtual machine ID and migration manager (VIMM) can extend the functionality of SMs. Likewise, a virtual machine ID and migration manager agent (VIMMA) can extend the functionality of SMAs, and in turn, the functionality of HCAs (and vHCAs).
In accordance with an embodiment, VIMM can receive requests for end-port membership in data partitions and perform the appropriate look-ups in order to check that the requesting end-port is a member of an admin partition that is associated with the data partition for which membership has been requested (as described above). Moreover, VIMM can manage requests from a host to start a VM on the host, or migrate a VM to the host, where the VM is defined in a VM fabric profile, and where the vHCA of the host can be registered with the VF of an SR-IOV enabled HCA to give the VM network access (as described above).
VIMMA, in accordance with an embodiment, can reside on SR-IOV enabled HCAs and work as an agent of VIMM—in much the same way as the SM and SMA work together—by acting as a proxy for requests from hyper-privileged control software on the host (e.g., a hypervisor implemented in Dom0 for Linux, or a Control Domain such as an LDOM in Solaris) to VIMM. Communication between the hyper-privileged control software and VIMMA can be enabled through a control application programming interface (API).
In one embodiment the VIMMA extension component can be located in the embedded processor of the HCA device and implemented as part of an updateable firmware of the device, thereby allowing updates to the VIMMA extension components. Additionally, the control API can be implemented as a user-space shared library on top of a physical function (PF) kernel driver of the HCA device. The shared library can be installed as part of a generic host stack that can also respond if invoked from a privileged domain having access to the PF driver of the HCA. This means that a VM, via a virtual driver will not be able to make function calls to the control API, communicate with VIMMA in the HCA, or access other types of HCAs.
Migration of vHCA Instances
As discussed above, virtual HCAs (vHCAs) can be used in conjunction with (e.g., registered with) the virtual functions (VFs) of a physical HCA to provide network access to VMs. A vHCA is defined in a VM fabric profile as a unique combination of a VM-id and a vHCA instance ID. A vHCA can be planned and configured for a specific VM, and this configuration information can be included in and stored with the fabric profile of the VM for which the vHCA is configured. The vHCA configuration can be retrieved using the combination of the VM-id and the vHCA instance ID as lookup keys.
Storing the configuration of a vHCA in a VM fabric profile allows the vHCA to be pre-defined, highly available, and physical-location independent. Moreover, allowing the vHCA configuration to be registered with a VF on any SR-IOV enabled physical HCA allows for a vHCA configured for a specific VM to migrate with that specific VM to any host configured with an SR-IOV enabled physical HCA. This is beneficial, because access control settings (such as admin and data partition membership), and I/O policies (such as communication protocol and firewall settings) are attributes of a host channel adapter—whether virtual or physical. Thus, migration of a VM becomes more seamless when the vHCA and all of the vHCAs settings and attributes migrate along with the VM, in accordance with an embodiment.
In accordance with an embodiment, a vHCA configuration can include, but is not limited to, information such as admin partition membership, data partition membership, and assigned vGUIDs. Additionally, vHCA firewall and I/O attributes can include Ethernet over IB (EolB) and Internet Protocol over IB (IPoIB) attributes, such as TCP port range filters, source MAC address enforcement, dual and single VLAN enforcement, EolB setup parameters, EolB promiscuous mode (i.e., ingress address filter off), and whether jumbo frames are allowed or disallowed, among other protocol configuration attributes and parameters, and in accordance with an embodiment. A vHCA configuration can include configuration settings that apply to the vHCA as an entity, and configuration settings that apply to a specific vPort of the vHCA, thereby allowing a customized configuration for each vPort of the vHCA. The collection of settings, paramters, and attributes that define a configuration of a vHCA or the vPort of a vHCA can be known as a configuration policy (e.g., a vHCA configuration policy, or a vPort configuration policy).
As shown in
With continued reference to
A configuration policy for a vPort can also include partition membership information, and protocol information such as MAC filtering attributes 1840, data rate settings 1842, and jumbo frame allowance parameters 1844, in accordance with an embodiment.
The information listed above with regard to vHCA and vPort configuration policies is meant to be exemplary, and not limiting. Other embodiments of configuration policies can contain more or fewer attributes, parameters and/or settings.
As mentioned above, VM fabric profiles, or copies of VM fabric profiles—including configuration policies—can be held as records in a cache of a SM (i.e., a VIMM cache), in accordance with an embodiment. The VM fabric profile can either be retrieved (i.e., copied) from the fabric database by the SM (e.g., when the SM boots), or be placed in the cache before it is persisted to the fabric database. The cache can be a volatile or non-volatile memory. The VM-id can be used as a key for querying the cache to retrieve attributes of specific VM fabric profile. In one embodiment, changes can be written to the VIMM cache and later replicated to the fabric database for persistence.
By holding the VM fabric profiles and any included configuration policies in a high-speed cache on the SM, rather than retrieving them from a persisted state (i.e., from the fabric database) every time a query is received, lookup of VM fabric profile attributes (such as configuration policies) can impose minimal overhead on the SM. This is especially important during VM and host boot-up, when fabric profile data will be needed to establish which HCAs/hosts that VMs can and will be paired with.
The registration of a vHCA (i.e., the configuration settings of a vHCA as defined in configuration policies and stored in a VM fabric profile) with a VF can be initiated by hyper-privileged software on a host. The hyper-privileged software can request that a VM be started on, or migrated to, the host through a call to a control API, which can be exposed through the physical function (PF) driver of the physical HCA. The API can expose functionality of the VIMMA extension module to the SMA. VIMMA can receive the request and proxy the request to VIMM—an extension of the SM that makes the SM compatible with VM fabric profiles and the other above-mentioned advances. VIMM can receive the request which, at the VIMM level, can be a request to register the vHCA of a VM fabric profile with a virtual function (VF) of the requesting HCA. VIMM can then check that the HCA is a member of at least one admin partition associated with the requested fabric profile (i.e., that it is legal for VIMM to send the vHCA configuration to be registered with a VF of the requesting HCA). If, after checking, VIMM determines that it is legal to register the vHCA with the VF of the requesting HCA, VIMM can send the vHCA configuration information to the requesting HCA.
In accordance with an embodiment, after the vHCA is registered with the VF of the requesting physical HCA, the vHCA can be “brought up”—that is, it can be configured to appear as a live adapter with live ports on the subnet, having all the attributes of a physical HCA. Thereafter, the VM associated with the vHCA can communicate with the network via the vHCA. As mentioned above, such dynamic behavior is highly desirable, and allows for on-demand, live migration of virtual machines with little or no administrative effort.
In order to provide for an orderly migration of a VM, a deregistration of a vHCA can be performed before a new registration of that vHCA can take place, in accordance with an embodiment. This is necessary because, from the perspective of high-level management components (such as VIMM, VMM, and other network components), the vHCA is already “running” at the previous VM host location, and it is problematic to have a same vHCA instance (with a same vGUID(s)) active at two different host locations in the subnet. However, in accordance with an embodiment, in order to reduce downtime when a VM is being migrated, the configuration of the vHCA of the VM that is being migrated can be verified and set up at a VF of the new host before the deregistration of the vHCA from its current host is complete.
For example, the Virtual Machine Manager (VMM) can determine that a VM will be migrated from host A to host B. Prior to deregistration of the vHCA associated with the VM from host A, the VMM can signal hyper-privileged control software on host B to retrieve the vHCA configuration from VIMM, verify that the vHCA configuration is legal for the requesting physical HCA (i.e., the physical HCA of host B), and apply the configuration to the reserved VF of the physical HCA. At this point, the configuration of the vHCA will be verified and the VF will be set up with the vHCA configuration, but the vLinks between the vPorts of the vHCA and the vSwitch will not be brought up until VIMM notifies the VIMMA module executing on the HCA of host B that the vLinks of the vHCA have been brought down on Host A.
Subnet manager 1910 includes VIMM extension module 1912 and VM profile cache 1914.
Host B 1940 includes hypervisor 1942 and HCA 1944. HCA 1944 includes VIMMA extension module 1952, VF 1950, and vSwitch 1954. Further, vHCA configuration 1928 (including the configuration for vPort 1936) has been verified and setup on VF 1950. vLink 1958, however, has not been established (i.e., has not been “brought up”) between vPort 1936 and vSwitch 1954. Because vLink 1958 is not established, vHCA 1928 (and vPort 1936) cannot be detected by fabric components operating on the network fabric.
In accordance with an embodiment, high-level management components, such as the virtual machine manager (VMM—discussed above and not shown in
Hypervisor 1942, in accordance with an embodiment, can request the preregistration with VIMMA module 1952 (through the control API exposed to Hypervisor 1942—not shown). VIMMA 1952 can receive the request and act as a proxy by forwarding the request to VIMM module 1912, which can operate as an extension of SM 1910. VIMM 1912 can verify that HCA 1944 is legal by determining that HCA 1944 is a member of at least one admin partition that vHCA 1928 is also a member of. VIMM 1912 can then query VM profile Cache 1914 for the stored configuration policies for vHCA 1928 (and any separate policies defined for vPort 1936) by using the VM-id associated with VM instance 1926. When the policies are returned, VIMM 1912 can send the policies to VIMMA 1952, which can begin to apply the configuration policy settings to VF 1950. Once the configuration policy settings are applied, vHCA 1928 is ready to send and receive network traffic on host B 1940. However, vLink 1958 is kept in a “down” state so that it will not be detected by fabric components as a duplicate on the network fabric.
At step 2010, a subnet manager receives a request to preregister a vHCA configuration with a virtual function of a physical HCA.
At step 2020, the subnet manger checks that the preregistration of the vHCA configuration with the virtual function of a physical HCA is legal.
At step 2030, the subnet manager sends the configuration of the vHCA to the physical HCA.
At step 2040, the configuration of the vHCA is applied to the virtual function of the physical HCA while leaving the vLink between the vPort of the vHCA and the vSwitch of the physical HCA unestablished.
At step 2110, a subnet manger that is physically connected to a network fabric is provided.
At step 2120, a virtual machine fabric profile that is accessible by the subnet manager is provided, where the virtual machine fabric profile includes a virtual host channel adapter configuration.
At step 2130, the subnet manager receives a request from a first physical host channel adapter to preregister the virtual host channel adapter configuration with a first virtual function of the first physical host channel adapter, where, when the request is received by the subnet manager, the virtual host channel adapter configuration is actively registered with a second virtual function of a second physical host channel adapter, and where the active registration of the virtual host channel adapter configuration with the second virtual function of the second physical host channel adapter comprises a virtual link between the virtual host channel adapter configuration and a virtual switch of the second physical host channel adapter.
At step 2140, the subnet manager sends the virtual host channel adapter configuration to the first physical host channel adapter for preregistration with the first virtual function.
At step 2150, the subnet manager determines that the virtual link between the virtual host channel adapter configuration and the virtual switch of the second physical host channel adapter is disconnected.
At step 2160, the subnet manager sends a request to the first physical host channel adapter to establish a new virtual link between the virtual host channel adapter configuration and a virtual switch of the first physical host channel adapter.
At step 2170, it is determined that the new virtual link has been established.
At step 2180, a migration of a virtual machine associated with the virtual host channel adapter configuration from the second physical host channel adapter to the first physical host channel adapter is initiated.
Many features of the present invention can be performed in, using, or with the assistance of hardware, software, firmware, or combinations thereof. Consequently, features of the present invention may be implemented using a processing system (e.g., including one or more processors).
Features of the present invention can be implemented in, using, or with the assistance of a computer program product which is a storage medium (media) or computer readable medium (media) having instructions stored thereon/in which can be used to program a processing system to perform any of the features presented herein. The storage medium can include, but is not limited to, any type of disk including floppy disks, optical discs, DVD, CD-ROMs, microdrive, and magneto-optical disks, ROMs, RAMs, EPROMs, EEPROMs, DRAMs, VRAMs, flash memory devices, magnetic or optical cards, nanosystems (including molecular memory ICs), or any type of media or device suitable for storing instructions and/or data.
Stored on any one of the machine readable medium (media), features of the present invention can be incorporated in software and/or firmware for controlling the hardware of a processing system, and for enabling a processing system to interact with other mechanism utilizing the results of the present invention. Such software or firmware may include, but is not limited to, application code, device drivers, operating systems and execution environments/containers.
Features of the invention may also be implemented in hardware using, for example, hardware components such as application specific integrated circuits (ASICs). Implementation of the hardware state machine so as to perform the functions described herein will be apparent to persons skilled in the relevant art.
Additionally, the present invention may be conveniently implemented using one or more conventional general purpose or specialized digital computer, computing device, machine, or microprocessor, including one or more processors, memory and/or computer readable storage media programmed according to the teachings of the present disclosure. Appropriate software coding can readily be prepared by skilled programmers based on the teachings of the present disclosure, as will be apparent to those skilled in the software art.
While various embodiments of the present invention have been described above, it should be understood that they have been presented by way of example, and not limitation. It will be apparent to persons skilled in the relevant art that various changes in form and detail can be made therein without departing from the spirit and scope of the invention.
The present invention has been described above with the aid of functional building blocks illustrating the performance of specified functions and relationships thereof. The boundaries of these functional building blocks have often been arbitrarily defined herein for the convenience of the description. Alternate boundaries can be defined so long as the specified functions and relationships thereof are appropriately performed. Any such alternate boundaries are thus within the scope and spirit of the invention.
The foregoing description of the present invention has been provided for the purposes of illustration and description. It is not intended to be exhaustive or to limit the invention to the precise forms disclosed. The breadth and scope of the present invention should not be limited by any of the above-described exemplary embodiments. Many modifications and variations will be apparent to the practitioner skilled in the art. The modifications and variations include any relevant combination of the disclosed features. The embodiments were chosen and described in order to best explain the principles of the invention and its practical application, thereby enabling others skilled in the art to understand the invention for various embodiments and with various modifications that are suited to the particular use contemplated. It is intended that the scope of the invention be defined by the following claims and their equivalents.
This application is a continuation of and claims the benefit of priority to U.S. Patent Application entitled “SYSTEM AND METHOD FOR USING VIRTUAL MACHINE FABRIC PROFILES TO REDUCE VIRTUAL MACHINE DOWNTIME DURING MIGRATION IN A HIGH-PERFORMANCE COMPUTING ENVIRONMENT”, application Ser. No. 15/417,281, filed on Jan. 27, 2017, which application claims the benefit of priority to U.S. Provisional Patent Application entitled “SYSTEM AND METHOD FOR PROVIDING USING ADMIN PARTITIONS TO CORRELATE RESOURCE ACCESS AND OWNERSHIP IN A HIGH PERFORMANCE COMPUTING ENVIRONMENT”, Application No. 62/287,712, filed on Jan. 27, 2016, each of which applications is hereby incorporated by reference in its entirety. This application is related to the following patent applications, each of which is hereby incorporated by reference in its entirety: U.S. Patent Application entitled “SYSTEM AND METHOD FOR CORRELATING FABRIC-LEVEL GROUP MEMBERSHIP WITH SUBNET-LEVEL PARTITION MEMBERSHIP IN A HIGH-PERFORMANCE COMPUTING ENVIRONMENT”, application Ser. No. 15/415,620, filed Jan. 25, 2017; U.S. Patent Application entitled “SYSTEM AND METHOD FOR SUPPORTING ON-DEMAND SETUP OF LOCAL HOST CHANNEL ADAPTER PORT PARTITION MEMBERSHIP IN A HIGH-PERFORMANCE COMPUTING ENVIRONMENT”, application Ser. No. 15/417,265, filed Jan. 27, 2017; U.S. Patent Application entitled “SYSTEM AND METHOD OF ASSIGNING ADMIN PARTITION MEMBERSHIP BASED ON SWITCH CONNECTIVITY IN A HIGH-PERFORMANCE COMPUTING ENVIRONMENT”, Application No. application Ser. No. 15/415,644, filed Jan. 25, 2017; U.S. Patent Application entitled “SYSTEM AND METHOD FOR DEFINING VIRTUAL MACHINE FABRIC PROFILES OF VIRTUAL MACHINES IN A HIGH-PERFORMANCE COMPUTING ENVIRONMENT”, application Ser. No. 15/415,668, filed Jan. 25, 2017; U.S. Patent Application entitled “SYSTEM AND METHOD OF HOST-SIDE CONFIGURATION OF A HOST CHANNEL ADAPTER (HCA) IN A HIGH-PERFORMANCE COMPUTING ENVIRONMENT”, application Ser. No. 15/415,683, filed Jan. 25, 2017; U.S. Patent Application entitled “SYSTEM AND METHOD OF INITIATING VIRTUAL MACHINE CONFIGURATION ON A SUBORDINATE NODE FROM A PRIVILEGED NODE IN A HIGH-PERFORMANCE COMPUTING ENVIRONMENT”, application Ser. No. 15/415,698, filed Jan. 25, 2017; U.S. Patent Application entitled “SYSTEM AND METHOD FOR APPLICATION OF VIRTUAL HOST CHANNEL ADAPTER CONFIGURATION POLICIES IN A HIGH-PERFORMANCE COMPUTING ENVIRONMENT”, application Ser. No. 15/415,709, filed Jan. 25, 2017; U.S. Patent Application entitled “SYSTEM AND METHOD OF RESERVING A SPECIFIC QUEUE PAIR NUMBER FOR PROPRIETARY MANAGEMENT TRAFFIC IN A HIGH-PERFORMANCE COMPUTING ENVIRONMENT”, application Ser. No. 15/417,289, filed Jan. 27, 2017; and U.S. Patent Application entitled “SYSTEM AND METHOD FOR INITIATING A FORCED MIGRATION OF A VIRTUAL MACHINE IN A HIGH-PERFORMANCE COMPUTING ENVIRONMENT”, application Ser. No. 15/417,305, filed Jan. 27, 2017.
| Number | Name | Date | Kind |
|---|---|---|---|
| 6438130 | Kagan et al. | Aug 2002 | B1 |
| 6594712 | Pettey et al. | Jul 2003 | B1 |
| 6718392 | Krause | Apr 2004 | B1 |
| 7010600 | Prasad et al. | Mar 2006 | B1 |
| 7010633 | Arndt et al. | Mar 2006 | B2 |
| 7093024 | Craddock et al. | Aug 2006 | B2 |
| 7103626 | Recio et al. | Sep 2006 | B1 |
| 7185025 | Rosenstock et al. | Feb 2007 | B2 |
| 7188198 | Beukema et al. | Mar 2007 | B2 |
| 7200704 | Njoku et al. | Apr 2007 | B2 |
| 7283473 | Arndt et al. | Oct 2007 | B2 |
| 7483442 | Torudbaken et al. | Jan 2009 | B1 |
| 7493409 | Craddock et al. | Feb 2009 | B2 |
| 7581021 | Errickson et al. | Aug 2009 | B2 |
| 7606965 | Njoku et al. | Oct 2009 | B2 |
| 7636772 | Kirby et al. | Dec 2009 | B1 |
| 7680142 | Tvete et al. | Mar 2010 | B1 |
| 7802000 | Huang et al. | Sep 2010 | B1 |
| 7836332 | Hara et al. | Nov 2010 | B2 |
| 7865633 | Wilkinson | Jan 2011 | B2 |
| 7996583 | Wilkinson | Aug 2011 | B2 |
| 8009589 | Burrow et al. | Aug 2011 | B2 |
| 8127003 | Glaeser et al. | Feb 2012 | B2 |
| 8165136 | Sharma et al. | Apr 2012 | B1 |
| 8331381 | Brown et al. | Dec 2012 | B2 |
| 8713649 | Johnsen et al. | Apr 2014 | B2 |
| 8719456 | Wilkinson | May 2014 | B2 |
| 8751649 | Villait et al. | Jun 2014 | B2 |
| 8989187 | Saraiya et al. | Mar 2015 | B2 |
| 9219718 | Johnsen et al. | Dec 2015 | B2 |
| 9268798 | de Lavarene et al. | Feb 2016 | B2 |
| 9397960 | Arad et al. | Jul 2016 | B2 |
| 9529878 | Johnsen et al. | Dec 2016 | B2 |
| 9537798 | Devilbiss et al. | Jan 2017 | B1 |
| 9602573 | Abu-Ghazaleh et al. | Mar 2017 | B1 |
| 9628374 | Devilbiss et al. | Apr 2017 | B1 |
| 9800471 | Addanki et al. | Oct 2017 | B2 |
| 10038592 | Guntaka et al. | Jul 2018 | B2 |
| 20030005039 | Craddock et al. | Jan 2003 | A1 |
| 20030172149 | Edsall et al. | Sep 2003 | A1 |
| 20040030763 | Manter et al. | Feb 2004 | A1 |
| 20040054866 | Blumenau et al. | Mar 2004 | A1 |
| 20040215848 | Craddock et al. | Oct 2004 | A1 |
| 20050060445 | Beukema et al. | Mar 2005 | A1 |
| 20050071709 | Rosenstock et al. | Mar 2005 | A1 |
| 20060230185 | Errickson et al. | Oct 2006 | A1 |
| 20060230219 | Njoku et al. | Oct 2006 | A1 |
| 20070058619 | Gopal Gowda et al. | Mar 2007 | A1 |
| 20070081544 | Sakai et al. | Apr 2007 | A1 |
| 20070140266 | Njoku et al. | Jun 2007 | A1 |
| 20080059686 | Wilkinson | Mar 2008 | A1 |
| 20080114961 | Ramaswamy et al. | May 2008 | A1 |
| 20080186990 | Abali et al. | Aug 2008 | A1 |
| 20080189432 | Abali et al. | Aug 2008 | A1 |
| 20090031381 | Cohen et al. | Jan 2009 | A1 |
| 20090213753 | Burrow et al. | Aug 2009 | A1 |
| 20100114841 | Holenstein et al. | May 2010 | A1 |
| 20100145963 | Morris | Jun 2010 | A1 |
| 20120311123 | Johnsen et al. | Dec 2012 | A1 |
| 20120314706 | Liss et al. | Dec 2012 | A1 |
| 20130051232 | Gavrilov et al. | Feb 2013 | A1 |
| 20130054947 | Gavrilov | Feb 2013 | A1 |
| 20130138971 | Budko et al. | May 2013 | A1 |
| 20130254321 | Johnsen | Sep 2013 | A1 |
| 20130254404 | Johnsen et al. | Sep 2013 | A1 |
| 20130311465 | Muramoto | Nov 2013 | A1 |
| 20140032228 | Johri et al. | Jan 2014 | A1 |
| 20140241355 | Tsirkin | Aug 2014 | A1 |
| 20140379756 | Shivarudraiah et al. | Dec 2014 | A1 |
| 20150026213 | Hegde et al. | Jan 2015 | A1 |
| 20150063356 | Makhervaks et al. | Mar 2015 | A1 |
| 20150248298 | Gavrilov | Sep 2015 | A1 |
| 20150249579 | Ellsworth et al. | Sep 2015 | A1 |
| 20150338909 | Woodruff | Nov 2015 | A1 |
| 20160005444 | Chun et al. | Jan 2016 | A1 |
| 20160013973 | Onoue | Jan 2016 | A1 |
| 20160072816 | Makhervaks et al. | Mar 2016 | A1 |
| 20160218929 | Bhuyan | Jul 2016 | A1 |
| 20160285706 | Rao | Sep 2016 | A1 |
| 20170024261 | Atluri | Jan 2017 | A1 |
| 20170212778 | Johnsen et al. | Jul 2017 | A1 |
| 20170214570 | Nolen et al. | Jul 2017 | A1 |
| 20170214633 | Johnsen et al. | Jul 2017 | A1 |
| 20170214736 | Johnsen et al. | Jul 2017 | A1 |
| 20170214766 | Hoeg et al. | Jul 2017 | A1 |
| 20170214767 | Johnsen et al. | Jul 2017 | A1 |
| 20170339106 | Rimmer et al. | Nov 2017 | A1 |
| Entry |
|---|
| Guay et al, A Scalable Signalling Mechanism for VM Migration with SR-IOV over InfiniBand, IEEE, 2012, 9 pages. |
| Communication pursuant to Article 94(3) EPC for EP Application No. 17704144.9, dated May 28, 2019, 4 pages. |
| United States Patent and Trademark Office, Notice of Allowance dated Sep. 18, 2019 for U.S. Appl. No. 15/415,620, 8 Pages. |
| Unted States Patent and Trademark Office, Office Action dated Nov. 4, 2019 for U.S. Appl. No. 15/415,644, 21 Pages. |
| United States Patent and Trademark Office, Notice of Allowance dated Nov. 6, 2019 for U.S. Appl. No. 15/415,709, 9 Pages. |
| United States Patent and Trademark Office, Notice of Allowance dated Jun. 26, 2019 for U.S. Appl. No. 15/415,683, 7 Pages. |
| United States Patent and Trademark Office, Office Action dated Jun. 28, 2019 for U.S. Appl. No. 15/417,265, 18 Pages. |
| United States Patent and Trademark Office, Office Action dated Jul. 15, 2019 for U.S. Appl. No. 15/417,289, 16 Pages. |
| “Assigning a Fabric Profile to Devices and Ports”—Technical Documentation—Support—Juniper Networks, https://www.juniper.net/...ation/en_US/junos-space-apps/network-director3.2/topics/task/configuration/fabric-profiles-assigning-editing.html, 4 pages. |
| United States Patent and Trademark Office, Notice of Allowance dated Jan. 18, 2019 for U.S. Appl. No. 15/417,305, 9 Pages. |
| United States Patent and Trademark Office, Notice of Allowance dated Feb. 5, 2019 for U.S. Appl. No. 15/415,668, 18 Pages. |
| “InfiniBand Architecture Specification vol. 1, Release 1.3”, InfiniBand Trade Association, Mar. 3, 2015, 1842 pages. |
| International Search Report and the Written Opinion of the International Searching Authority dated Apr. 11, 2017 for PCT Application No. PCT/US2017/015169, 14 pages. |
| International Search Report and the Written Opinion of the International Searching Authority dated Apr. 26, 2017 for PCT Application No. PCT/US2017/015442, 11 pages. |
| Oracle, An Oracle Technical White Paper, “Delivering Application Performance with Oracle's InfiniBand Technology”, A Standards-Based Interconnect for Application Scalability and Network Consolidation, May 2012, 42 pages. |
| United States Patent and Trademark Office, Office Action dated Dec. 20, 2018 for U.S. Appl. No. 15/415,644, 18 Pages. |
| European Patent Office, International Searching Authority, International Search Report and Written Opinion dated Apr. 11, 2017 for International Application No. PCT/US2017/015169, 14 pages. |
| European Patent Office, International Searching Authority, International Search Report and Written Opinion dated Apr. 26, 2017 for International Application No. PCT/US2017/015442, 11 Pages. |
| Oracle, An Oracle Technical White Paper, “Delivering Application Performance with Oracle's InfiniBand Technology”, A Standards-Based Interconnect for Application Scalability and Network Consolation, May 2012, Version 2.0, 42 pages. |
| United States Patent and Trademark Office, Office Action dated May 20, 2019 for U.S. Appl. No. 15/415,620, 22 Pages. |
| United States Patent and Trademark Office, Office Action dated May 22, 2019 for U.S. Appl. No. 15/415,644, 19 Pages. |
| United States Patent and Trademark Office, Notice of Allowance dated May 23, 2019 for U.S. Appl. No. 15/415,698, 8 Pages. |
| Mauch, et al., “High performance cloud computing”, Future Generation Computer Systems 29 (2013), pp. 1408-1416, 9 pages. |
| United States Patent and Trademark Office, Office Action dated Jan. 27, 2020 for U.S. Appl. No. 16/417,316, 13 pages. |
| Number | Date | Country | |
|---|---|---|---|
| 20190141166 A1 | May 2019 | US |
| Number | Date | Country | |
|---|---|---|---|
| 62287712 | Jan 2016 | US |
| Number | Date | Country | |
|---|---|---|---|
| Parent | 15417281 | Jan 2017 | US |
| Child | 16238345 | US |
