Embodiments of the present invention relate generally to computer network switch design and network management. More particularly, the present invention relates to scalable and self-optimizing optical circuit switching networks, and methods for managing such networks.
Inside traditional data centers, network load has evolved from local traffic (i.e., intra-rack or intra-subnet communications) into global traffic (i.e., all-to-all communications). Global traffic requires high network throughput between any pair of servers. The conventional over-subscribed tree-like architectures of data center networks provide abundant network bandwidth to the local areas of the hierarchical tree, but provide scarce bandwidth to the remote areas. For this reason, such conventional architectures are unsuitable for the characteristics of today's global data center network traffic.
Various next-generation data center network switching fabric and server interconnect architectures have been proposed to address the issue of global traffic. One such proposed architecture is a completely flat network architecture, in which all-to-all non-blocking communication is achieved. That is, all servers can communicate with all the other servers at the line speed, at the same time. Representatives of this design paradigm are the Clos-network based architectures, such as FatTree and VL2. These systems use highly redundant switches and cables to achieve high network throughput. However, these designs have several key limitations. First, the redundant switches and cables significantly increase the cost for building the network architecture. Second, the complicated interconnections lead to high cabling complexity, making such designs infeasible in practice. Third, the achieved all-time all-to-all non-blocking network communication is not necessary in practical settings, where high-throughput communications are required only during certain periods of time and are constrained to a subset of servers, which may change over time.
A second such proposed architecture attempts to address these limitations by constructing an over-subscribed network with on-demand high-throughput paths to resolve network congestion and hotspots. Specifically, c-Through and Helios design hybrid electrical and optical network architectures, where the electrical part is responsible for maintaining connectivity between all servers and delivering traffic for low-bandwidth flows and the optical part provides on-demand high-bandwidth links for server pairs with heavy network traffic. Another proposal called Flyways is very similar to c-Through and Helios, except that it replaces the optical links with wireless connections. These proposals suffer from similar drawbacks.
Compared to these architectures, a newly proposed system, called OSA, pursues an all-optical design and employs optical switching and optical wavelength division multiplexing technologies. However, the optical switching matrix or Microelectromechanical systems (MEMS) component in OSA significantly increases the cost of the proposed architecture and more importantly limits the applicability of OSA to only small or medium sized data centers.
Accordingly, it is desirable to provide a high-dimensional optical circuit switching fabric with wavelength division multiplexing and wavelength switching and routing technologies that is suitable for all sizes of data centers, and that reduces the cost and improves the scalability and reliability of the system. It is further desirable to control the optical circuit switching fabric to support high-performance interconnection of a large number of network nodes or servers.
In one embodiment, an optical switching system is described. The system includes a plurality of interconnected wavelength selective switching units. Each of the wavelength selective switching units is associated with one or more server racks. The interconnected wavelength selective switching units are arranged into a fixed structure high-dimensional interconnect architecture comprising a plurality of fixed and structured optical links. The optical links are arranged in a k-ary n-cube, ring, mesh, torus, direct binary n-cube, indirect binary n-cube, Omega network or hypercube architecture.
In another embodiment, a broadcast/select optical switching unit is described. The optical switching unit includes a multiplexer, an optical power splitter, a wavelength selective switch and a demultiplexer. The multiplexer has a plurality of first input ports. The multiplexer is configured to combine a plurality of signals in different wavelengths from the plurality of first input ports into a first signal output on a first optical link. The optical power splitter has a plurality of first output ports. The optical power splitter is configured to receive the first signal from the first optical link and to duplicate the first signal into a plurality of duplicate first signals on the plurality of first output ports. The duplicated first signal is transmitted to one or more second optical switching units. The wavelength selective switch has a plurality of second input ports. The wavelength selective switch is configured to receive one or more duplicated second signals from one or more third optical switching units and to output a third signal on a second optical link. The one or more duplicated second signals are generated by second optical power splitters of the one or more third optical switching units. The demultiplexer has a plurality of second output ports Each second output port has a distinct wavelength. The demultiplexer is configured to receive the third signal from the second optical link and to separate the third signal into the plurality of second output ports.
An optical switching fabric comprising a plurality of optical switching units. The plurality of optical switching units are arranged into a fixed structure high-dimensional interconnect architecture. Each optical switching unit includes a multiplexer, a wavelength selective switch, an optical power combiner and a demultiplexer. The multiplexer has a plurality of first input ports. The multiplexer is configured to combine a plurality of signals in different wavelengths from the plurality of first input ports into a first signal output on a first optical link. The wavelength selective switch has a plurality of first output ports. The wavelength selective switch is configured to receive the first signal from the first optical link and to divide the first signal into a plurality of second signals. Each second signal has a distinct wavelength. The plurality of second signals are output on the plurality of first output ports. The plurality of second signals are transmitted to one or more second optical switching units. The optical power combiner has a plurality of second input ports. The optical power combiner is configured to receive one or more third signals having distinct wavelengths from one or more third optical switching units and to output a fourth signal on a second optical link. The fourth signal is a combination of the received one or more third signals. The demultiplexer has a plurality of second output ports. Each second output port has a distinct wavelength. The demultiplexer is configured to receive the fourth signal from the second optical link and to separate the fourth signal into the plurality of second output ports based on their distinct wavelengths.
The foregoing summary, as well as the following detailed description of preferred embodiments of the invention, will be better understood when read in conjunction with the appended drawings. For the purpose of illustrating the invention, there are shown in the drawings embodiments that are presently preferred. It should be understood, however, that the invention is not limited to the precise arrangements and instrumentalities shown.
Certain terminology is used in the following description for convenience only and is not limiting. The words “right”, “left”, “lower”, and “upper” designate directions in the drawings to which reference is made. The terminology includes the above-listed words, derivatives thereof, and words of similar import. Additionally, the words “a” and “an”, as used in the claims and in the corresponding portions of the specification, mean “at least one.”
The present invention will be described in detail with reference to the drawings. The figures and examples below are not meant to limit the scope of the present invention to a single embodiment, but other embodiments are possible by way of interchange of some or all of the described or illustrated elements. Moreover, where some of the elements of the present invention can be partially or fully implemented using known components, only portions of such known components that are necessary for an understanding of the present invention will be described, and a detailed description of other portions of such known components will be omitted so as not to obscure the invention.
Referring to the drawings in detail, wherein like reference numerals indicate like elements throughout,
Referring to
The k-ary n-cube architecture is denoted by Cnk, where n is the dimension and vector k=<k1, k2, . . . , kn> denotes the number of elements in each dimension. Referring to
Two designs of the wavelength selective switching unit 403 of
Symmetric Architecture
A symmetric architecture of a broadcast-and-select based wavelength selective switching unit 503 connected to ToR 103 and servers 101 is shown in
In the symmetric wavelength selective switching unit 503 of
Logically above the ToR 103 is a broadcast-and-select type design for the wavelength selective switching units 503. The wavelength selective switching units 503 are further interconnected via fixed and structured fiber links to support a larger number of server inter communications. Each wavelength selective switching unit 503 includes an optical signal multiplexing unit (MUX) 507, an optical signal demultiplexing unit (DEMUX) 508 each with m ports, a 1×2n optical wavelength selective switch (WSS) 510, a 1×2n optical power splitter (PS) 509, and 2n optical circulators (c) 511. The optical MUX 507 combines the optical signals at different wavelengths for transmission in a single fiber. Typically, two types of optical MUX 507 devices can be used. In a first type of optical MUX 507, each of the input ports does not correspond to any specific wavelength, while in the second type of optical MUX 507, each of the input ports corresponds to a specific wavelength. The optical DEMUX 508 splits the multiple optical signals in different wavelengths in the same fiber into different output ports. Preferably, each of the output ports corresponds to a specific wavelength. The optical PS 509 splits the optical signals in a single fiber into multiple fibers. The output ports of the optical PS 509 do not have optical wavelength selectivity. The WSS 510 can be dynamically configured to decide the wavelength selectivity of each of the multiple input ports. As for the optical circulators 511, the optical signals arriving via port “a” come out at port “b”, and optical signals arriving via port “b” come out at port “c”. The optical circulators 511 are used to support bidirectional optical communications in a single fiber. However, in other embodiments, optical circulators 511 are not required, and may be replaced with two fibers instead of a single fiber.
In the wavelength selective switching unit 503 of
In the receiving part of the wavelength selective switching unit 503, optical signals are received from other wavelength selective switching units 503. The optical signals arrive at port “b” of optical circulators 511, and leave at port “c”. Port “c” of each optical circulator 511 is coupled with one of the 2n ports of WSS 510. Through dynamic configuration of the WSS 510 with the algorithms described below, selected channels at different wavelengths from different server racks 102 can pass the WSS 510 and be further demultiplexed by the optical DEMUX 508. Preferably, each of the output ports of optical DEMUX 508 corresponds to a specific wavelength that is different from other ports. Each of the m output ports of the optical DEMUX 508 is preferably connected with the receiving port of the optical transceiver 505 at the corresponding wavelength.
Inter-rack communication is conducted using broadcast and select communication, wherein each of the outgoing fibers from the optical PS 509 carries all the m wavelengths (i.e., all outgoing traffic of the rack). At the receiving end, the WSS 510 decides what wavelengths of which port are to be admitted, and then forwards them to the output port of the WSS 510, and the output of the WSS 510 that is connected to the optical DEMUX 508. The optical DEMUX 508 separates the WDM optical signals into the individual output port, which is connected to the receiving port of the optical transceivers 505. Each ToR 103 combined with one wavelength selective switching unit 503 described above constitutes a node 202 in
Asymmetric Architecture
The asymmetric architecture broadcast-select architecture achieves 100% switch port utilization, but at the expense of lower bisection bandwidth. The asymmetric architecture is therefore more suitable than the symmetric architecture for scenarios where server density is of major concern. In an asymmetric architecture, the inter-rack connection topology is the same as that of the symmetric counterpart. The key difference is that the number of the ports of a ToR 103 that are connected to servers is greater than the number of the ports of the same ToR 103 that are connected to the wavelength selective switching unit 403. More specifically, each electrical ToR 103 has m downstream ports, all of which are connected to servers 101 in a server rack 102. Each ToR 103 also has u upstream ports, which are equipped with u small form factor optical transceivers at different wavelength, λ1, λ2, . . . λu. In a typical 48-port GigE switch with four 10 GigE upstream ports, for instance, we have 2m=48 and u=4.
Logically above the ToR 103 is the wavelength selective switching unit 503, which consists of a multiplexer 507 and a demultipexer 508, each with u ports, a 1×2n WSS, and a 1×2n power splitter (PS) 509. The transmitting ports and receiving ports of the optical transceivers are connected to the corresponding port of optical multiplexer 507 and demultiplexer 508, respectively. The output of optical multiplexer 507 is connected to the input of optical PS 509, and the input of the optical demultiplexer 508 is connected to the output of the WSS 510. Each input port of the WSS 510 is connected directly or through an optical circulator 511 to an output port of PS of the wavelength selective switching unit 403 in another rack 102 via an optical fiber. Again, the optical circulator 511 may be replaced by two fibers.
In practice, it is possible that the ports, which are originally dedicated for downstream communications connected with servers 101, can be connected to the wavelength selective switching unit 403, together with the upstream ports. In this case, the optical transceivers 505 may carry a different bit rate depending on the link capacity of the ports they are connected to. Consequently, the corresponding control software will also need to consider the bit rate heterogeneity while provisioning network bandwidth, as discussed further below.
In both the symmetric and asymmetric architectures, a network manager 402 optimizes network traffic flows using a plurality of procedures. These procedures will now be described in further detail.
Procedure 1: Estimating Network Demand.
The first procedure estimates the network bandwidth demand of each flow. Multiple options exist for performing this estimation. One option is to run on each server 101 a software agent that monitors the sending rates of all flows originated from the local server 101. Such information from all servers 101 in a data center can be further aggregated and the server-to-server traffic demand can be inferred by the network manager 402. A second option for estimating network demand is to mirror the network traffic at the ToRs 103 using switched port analyzer (SPAN) ports. After collecting the traffic data, network traffic demand can be similarly inferred as in the first option. The third option is to estimate the network demand by emulating the additive increase and multiplicative decrease (AIMD) behavior of TCP and dynamically inferring the traffic demand without actually capturing the network packets. Based on the deployment scenario, a network administrator can choose the most efficient mechanism from these or other known options.
Procedure 2: Determining Routing.
In the second procedure, routing is allocated in a greedy fashion based on the following steps, as shown in the flow chart of
If the capacity of at least one of the links in the selected path is exceeded, the network manager goes back to step 705 and picks the next most direct path and repeats steps 706 and 707. Otherwise, the network manager 402 goes to step 704 to pick the flow with the second highest bandwidth demand and repeats steps 705 through 707.
In a physical network, each server rack 102 is connected to another server rack 102 by a single optical fiber. But logically, the link is directed. From the perspective of each server 101, all the optical links connecting other optical switching modules in both the ingress and egress directions carry all the m wavelengths. But since these m wavelengths will be selected by the WSS 510 at the receiving end, these links can logically be represented by the set of wavelengths to be admitted.
The logical graph of a 4-ary 2-cube cluster is illustrated in
Next, all the WHITE nodes are placed on top, and all GREY nodes are placed on the bottom, and a bipartite graph is obtained, as shown in
Procedure 3: Provisioning Link Bandwidth and Assigning Wavelengths.
In this procedure, the network manager 402 provisions the network bandwidth based on the traffic demand obtained from Procedure 1 and/or Procedure 2, and then allocates wavelengths to be admitted at different receiving WSSs 510, based on the following steps, as shown in the flowchart of
In step 1004, since at the WSS 510, the same wavelength carried by multiple optical links cannot be admitted simultaneously (i.e., the wavelength contention problem), the network manager 402 needs to ensure that for each receiving node, there is no overlap of wavelength assignment across the 2n input ports. Thereafter, the process ends at step 1005.
Procedure 4: Minimizing Wavelength Reassignment.
Procedure 3 does not consider the impact of changes of wavelength assignment, which may disrupt network connectivity and lead to application performance degradation. Thus, in practice, it is desirable that only a minimum number of wavelength changes are performed to satisfy the bandwidth demands. Therefore, it is desirable to maximize the overlap between the old wavelength assignment πold and the new assignment πnew. The classic Hungarian method can be adopted as a heuristic to achieve this goal. The Hungarian method is a combinatorial optimization algorithm to solve assignment problems in polynomial time. This procedure is described with reference to the flow chart of
such that M×R is minimized, while maintaining routing connectivity. The process ends at step 1105.
Procedure 5: Recovering From Network Failures.
The fifth procedure achieves highly fault-tolerant routing. Given the n-dimensional architecture, there are 2n node-disjoint parallel paths between any two ToRs 103. Upon detecting a failure event, the associated ToRs 103 notifies the network manager 402 immediately, and the network manager 402 informs all the remaining ToRs 103. Each ToR 103 receiving the failure message can easily check which paths and corresponding destinations are affected, and detour the packets via the rest of the paths to the appropriate destinations. Applying this procedure allows the performance of the whole system to degrade very gracefully even in the presence of a large percentage of failed network nodes and/or links.
Procedure 6: Conducting Multicast, Anycast or Broadcast.
In the broadcast-and-select based design, each of the 2n egress links of a ToR 103 carries all the m wavelengths. It is left up to the receiving WSS 510 to decide what wavelengths to admit. Thus, multicast, anycast or broadcast can be efficiently realized by configuring the WSSs 510 in a way that the same wavelength of the same ToR 103 is simultaneously admitted by multiple ToRs 103. The network manager 402 needs to employ methods similar to the IP-based counterparts to maintain the group membership for the multicast, anycast or broadcast.
In the symmetric architecture described so far, the number of the ports of a ToR 103 switch that are connected to servers equals the number of the ports of the same ToR that are connected to the wavelength selective switching unit 403. This architecture achieves high bisection bandwidth between servers 101 residing in the same server rack 102 with the rest of the network at the expense of only 50% switch port utilization.
Point-to-Point Communication Mechanism
The architecture of the wavelength selective switching unit 603 used for point-to-point communication is described in U.S. Patent Application Publication Nos. 2012/0008944 to Ankit Singla and 2012/0099863 to Lei Xu, the entire disclosures of both of which are incorporated by reference herein. In the present invention, these point-to-point based wavelength selective switching units 603 are arranged into the high-dimensional interconnect architecture 404 in a fixed structure. In the wavelength selective switching unit 603, as illustrated with reference to
Logically above the ToR 103 are the wavelength selective switching units 603, which are further interconnected to support a larger number of inter communications between servers 101. Each wavelength selective switching unit 603 includes optical MUX 507 and DEMUX 508 each with m ports, a 1×2n optical wavelength selective switch (WSS) 510, a 1×2n optical power combiner (PC) 601, and 2n optical circulators 511. In operation, the optical PC 601 combines optical signals from multiple fibers into a single fiber. The WSS 510 can be dynamically configured to decide how to allocate the optical signals at different wavelengths in the single input port into one of the different output ports. The optical circulators 511 are used to support bi-directional optical communications using a single fiber. Again, the optical circulators 511 are not required, as two fibers can be used to achieve the same function.
Similar to the broadcast-and-select based system described earlier, all the wavelength selective switching units 403 are interconnected using a high-dimensional architecture and are controlled by the network manager 402. The network manager 402 dynamically controls the optical switch fabric following the procedures below.
Procedures 1, 2, 5 and 6 are the same as the corresponding procedures discussed above with respect to the broadcast-and-select based system.
Procedure 3: Provisioning Link Bandwidth and Assigning Wavelengths on All Links
The third procedure of the point-to-point architecture is described with reference to
Procedure 4: Minimizing Wavelength Reassignment.
This procedure is similar to Procedure 4 in the broadcast-and-select based system, finding a minimum set of wavelengths, while satisfying the bandwidth demands. This procedure first finds a new wavelength assignment πnew, which has a large wavelength overlap with the old assignment πold. Then, uses πnew as the initial state and uses an adapted Hungarian method to fine-tune πnew to further increase the overlap between πnew and πold.
In the present invention, all of the wavelength selective switching units 603 are interconnected using a fixed specially designed high-dimensional architecture. Ideal scalability, intelligent network control, high routing flexibility, and excellent fault tolerance are all embedded and efficiently realized in the disclosed fixed high dimensional architecture. Thus, network downtime and application performance degradation due to the long switching delay of an optical switching matrix are overcome in the present invention.
It will be appreciated by those skilled in the art that changes could be made to the embodiments described above without departing from the broad inventive concept thereof. It is understood, therefore, that this invention is not limited to the particular embodiments disclosed, but it is intended to cover modifications within the spirit and scope of the present invention as defined by the appended claims.
This application claims priority to U.S. Provisional Patent Application No. 61/719,026 filed Oct. 26, 2012, which is incorporated herein by reference.
Number | Date | Country | |
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61719026 | Oct 2012 | US |