Clientless software defined grid

Information

  • Patent Grant
  • 10554749
  • Patent Number
    10,554,749
  • Date Filed
    Friday, December 12, 2014
    9 years ago
  • Date Issued
    Tuesday, February 4, 2020
    4 years ago
Abstract
Methods, computing systems and computer program products implement embodiments of the present invention that include configuring multiple servers coupled to a network as a software defined storage (SDS) grid. A first given server receives, via the network, an input/output (I/O) request from a host computer, and determines a location of data associated with the I/O request. In some embodiments, each of the servers maintains a local grid data map that store locations for all data managed by the SDS grid. Upon identifying, in its respective local grid data map, that a second given server is configured to process the I/O request, the first given server forwards the I/O request to the second given server for processing, and upon receiving a result of the I/O request from the second given server, the first given server conveys the result of the I/O request to the host computer.
Description
FIELD OF THE INVENTION

The present invention relates generally to software defined storage, and specifically to a method for accessing data stored in a software defined storage grid.


BACKGROUND

Software-defined storage (SDS) is a computer data storage technology that separates storage hardware from the software that manages the storage infrastructure. By definition, SDS software is separate from the hardware it is managing.


Grid storage is a computer data storage technology that stores data using multiple self-contained interconnected storage nodes (i.e., servers), so that any node can communicate with any other node without the data having to pass through a centralized node.


One advantage of grid storage systems is that its data distribution scheme offers a level of load balancing, fault-tolerance and redundancy across the system. It implies that if one storage node fails or if a pathway between two nodes is interrupted, the network can reroute data access via a different path or to a redundant node. In operation, SDS can implement a grid storage system to span data across multiple servers.


The description above is presented as a general overview of related art in this field and should not be construed as an admission that any of the information it contains constitutes prior art against the present patent application.


SUMMARY

There is provided, in accordance with an embodiment of the present invention a method, including configuring multiple servers coupled to a network as a software defined storage (SDS) grid, receiving, by a first given server, an input/output (I/O) request, and upon identifying that a second given server is configured to process the I/O request, forwarding the I/O request to the second given server.


There is also provided, in accordance with an embodiment of the present invention a data facility, including a network, one or more host computers coupled to the network, and multiple servers coupled to the network, and configured as a software defined storage (SDS) grid, each of the servers including multiple storage devices, and a processor configured to receive at a receiving server, from a given host computer, an input/output (I/O) request, and upon identifying that a given server, different from the receiving server is configured to process the I/O request, to forward the I/O request to the given server.


There is further provided, in accordance with an embodiment of the present invention a computer program product, the computer program product including a non-transitory computer readable storage medium having computer readable program code embodied therewith, the computer readable program code including computer readable program code configured to arrange multiple servers coupled to a network as a software defined storage (SDS) grid, computer readable program code executing on a first given server and configured to receive an input/output (I/O) request, and computer readable program code configured, upon identifying that a second given server is arranged to process the I/O request, to forward the I/O request to the second server.





BRIEF DESCRIPTION OF THE DRAWINGS

The disclosure is herein described, by way of example only, with reference to the accompanying drawings, wherein:



FIG. 1 is a block diagram that schematically illustrates a data facility comprising a software defined storage grid distributed across multiple servers, in accordance with an embodiment of the present invention;



FIGS. 2A-2C are block diagrams that schematically illustrate different storage configurations of the servers, in accordance with an embodiment of the present invention; and



FIG. 3 is a flow diagram that schematically illustrates a method of processing input/output operations in the software defined storage grid, in accordance with an embodiment of the preset invention.





DETAILED DESCRIPTION OF EMBODIMENTS

When accessing a software defined storage (SDS) grid comprising multiple servers, a host computer typically installs client software in order to be able to access the SDS grid. The client software maps the distribution of data on the SDS grid, and directs input/output (I/O) requests to a given server storing the data. Servers storing data for an SDS grid are also referred to herein as grid nodes. The client software typically includes a grid data map, which is used to direct data between the host and the relevant grid node.


Embodiments of the present invention provide systems and methods for storing grid data maps in the SDS grid, thereby enabling host computers to use standard storage protocols such as iSCSI to access data in the SDS grid. By enabling the use of standard storage protocols, embodiments of the present invention can eliminate any need for host computers to execute specialized kernel driver and/or client software in order to access data in the SDS grid.


As described hereinbelow, multiple servers are configured as an SDS grid, the servers being coupled to a network that also includes one or more host computers. Upon a first given server receiving an input/output (I/O) request from a given host computer and identifying that a second given server is configured to process the I/O request, the first given server can forward the I/O request to the second server for processing. Upon receiving a result of the I/O request from the second given server, the first given server can forward the result to the given host computer.


In a first embodiment, each of the servers can maintain a local copy of a data grid data map. Therefore, by accessing the respective local grid data map, the first given server can identify that the second given server is configured to process the I/O request. For example, the I/O request may comprise a read request for data stored on the second given server, and upon identifying, in the local grid data map, that the second given server stores the requested data, the first given server can forward the read request to the second given server.


In a second embodiment, the first given server can perform a calculation that identifies the second given storage system based on information included in the I/O request. For example, if the I/O request includes a logical block address (LBA), the calculation may comprise an algorithm that uses the LBA as an input parameter, and the result of the calculation can indicate the second given server. In additional embodiments, the first given server can use the local grid data map in conjunction with a calculation in order to identify the second given server.


Therefore, in systems implementing embodiments of the present invention, the given host computer does not need to have access to the grid data map. In operation, data can span across multiple SDS grid nodes, and each of the grid nodes in the SDS grid can function as proxies to all the other grid nodes in the SDS grid. Additionally, by enabling the first given server to identify the second given server upon receiving the I/O request, SDS grids implementing embodiments of the present invention enable any host computer to easily access data in the SDS grid regardless of the hardware and software (i.e., operating system and virtual machine) configuration of the host computer.



FIG. 1 is a block diagram that schematically illustrates a data facility 20, in accordance with an embodiment of the invention. The particular subsystem (also referred to herein as a storage system) shown in FIG. 1 is presented to facilitate an explanation of the invention. However, as the skilled artisan will appreciate, the invention can be practiced using other computing environments, such as other storage subsystems with diverse architectures and capabilities.


Facility 20 comprises a network 22 that couples host computers 24 to an SDS grid 26 that comprises multiple servers 28. While the configuration in FIG. 1 shows servers 28 at a single site coupled to a single network 22, SDS grid 26 may comprise servers at multiple sites that communicate over multiple interconnected physical and/or virtual networks.


Each server 28 comprises computer 30 and more storage devices 32 that store data 34. Each computer 30 comprises a processor 36 and a memory 38 that stores a cache 40, an interface 42, a grid data map 44, and an application stack 46. As described hereinbelow, processor 36 uses cache 40, interface 42, and grid data map 44 to process I/O requests for data stores in SDS grid 26. In embodiments of the present invention, in addition to processing I/O requests from host computers for data 34, servers 28 in SDS grid 26 can also execute application stack 46. Examples of application stack 46 include, but are not limited to, database servers, web servers and email servers.


Storage devices 32 comprise multiple slow and/or fast access time mass storage devices, herein below assumed to be multiple hard disks. FIG. 1 shows cache 40 coupled to a set of storage devices 32. In some configurations, storage devices 32 comprise one or more hard disks, or solid state drives (SSDs) which can have different performance characteristics. In response to an I/O command, a given cache 40, by way of example, may read or write data at addressable physical locations of a given storage device 32. In the embodiment shown in FIG. 1, cache 40 is able to exercise certain control functions over storage devices 32. These control functions may alternatively be realized by hardware devices such as disk controllers (not shown), which are linked to cache 40.


In some embodiments each of storage devices 32 may comprise a logical storage device. In storage systems implementing the Small Computer System Interface (SCSI) protocol, the logical storage devices may be referred to as logical units, or LUNs. While each LUN can be addressed as a single logical unit, the LUN may comprise a combination of high capacity hard disk drives and/or solid state disk drives.


Interface 42 comprises a software application that is executed by processor 36 and is configured to receive and process I/O requests from host computers 24. Upon receiving an I/O request from a given host computer 24, interface 42 accesses grid data map 44 in order to identify a given server 28 that is configured to process the I/O request. Grid data map 44 comprises multiple entries, each of the entries comprising a data identifier and a server identifier. To identify the given server 28 that is configured to process the I/O request, interface 42 locates a given entry in grid data map 44 whose data identifier matches the data request, and retrieves the respective server identifier in the given entry, wherein the respective server identifier indicates the given server. In some embodiments, a given I/O request may comprise multiple data requests.


For example, if interface 42 in a first given server 28 receives an I/O request comprising a request to read data from a logical block address (LBA), the interface can locate a given entry in grid data map 44 whose data identifier includes the LBA, and retrieve, from the given entry, the server identifier that indicates a second given server 28. Interface 36 forwards a data request for the LBA to the second given server, and upon receiving the requested data from the second given server, the interface forwards the received data (i.e., a result of the data request) to the given host computer.



FIGS. 2A-2C are block diagrams that schematically illustrate different configurations of servers 28, in accordance with an embodiment of the present invention. In the examples shown in FIGS. 2A-2C, memory 38 comprises a volatile memory module (e.g., RDRAM), and processor 36 executes a hypervisor 47 from the volatile memory, thereby enabling the processor to execute interface 42 (and store cache 40 and grid data map 44) in a virtual machine instance 48. In embodiments where processors 36 implement virtual machines 48, facility 20 can implement SDS grid 26 in a distributed set of the virtual machines.


In FIGS. 2A-2C, storage devices 32 can be differentiated by appending a letter to the identifying numeral, so that the storage devices comprise storage devices 32A-32I. In the example shown in FIG. 2A, storage devices 32A-32C comprise hard disks. In the example shown in FIG. 2B, storage devices 34D-32F comprise solid state disks (SSDs). In the example shown in FIG. 2C, storage devices 32G and 32H comprise SSDs, and storage device 32I comprises a hard disk. Therefore, in embodiments of the present invention, storage devices in each server 32 may comprise any combination of hard disks and/or SSDs.


Processors 34 comprise general-purpose central processing units (CPU) or special-purpose embedded processors, which are programmed in software or firmware to carry out the functions described herein. The software may be downloaded to computers 30 in electronic form, over a network, for example, or it may be provided on non-transitory tangible media, such as optical, magnetic or electronic memory media. Alternatively, some or all of the functions of the processors may be carried out by dedicated or programmable digital hardware components, or using a combination of hardware and software elements.


The present invention may be a system, a method, and/or a computer program product. The computer program product may include a computer readable storage medium (or media) having computer readable program instructions thereon for causing a processor to carry out aspects of the present invention.


The computer readable storage medium can be a tangible device that can retain and store instructions for use by an instruction execution device. The computer readable storage medium may be, for example, but is not limited to, an electronic storage device, a magnetic storage device, an optical storage device, an electromagnetic storage device, a semiconductor storage device, or any suitable combination of the foregoing. A non-exhaustive list of more specific examples of the computer readable storage medium includes the following: a portable computer diskette, a hard disk, a random access memory (RAM), a read-only memory (ROM), an erasable programmable read-only memory (EPROM or Flash memory), a static random access memory (SRAM), a portable compact disc read-only memory (CD-ROM), a digital versatile disk (DVD), a memory stick, a floppy disk, a mechanically encoded device such as punch-cards or raised structures in a groove having instructions recorded thereon, and any suitable combination of the foregoing. A computer readable storage medium, as used herein, is not to be construed as being transitory signals per se, such as radio waves or other freely propagating electromagnetic waves, electromagnetic waves propagating through a waveguide or other transmission media (e.g., light pulses passing through a fiber-optic cable), or electrical signals transmitted through a wire.


Computer readable program instructions described herein can be downloaded to respective computing/processing devices from a computer readable storage medium or to an external computer or external storage device via a network, for example, the Internet, a local area network, a wide area network and/or a wireless network. The network may comprise copper transmission cables, optical transmission fibers, wireless transmission, routers, firewalls, switches, gateway computers and/or edge servers. A network adapter card or network interface in each computing/processing device receives computer readable program instructions from the network and forwards the computer readable program instructions for storage in a computer readable storage medium within the respective computing/processing device.


Computer readable program instructions for carrying out operations of the present invention may be assembler instructions, instruction-set-architecture (ISA) instructions, machine instructions, machine dependent instructions, microcode, firmware instructions, state-setting data, or either source code or object code written in any combination of one or more programming languages, including an object oriented programming language such as Smalltalk, C++ or the like, and conventional procedural programming languages, such as the “C” programming language or similar programming languages. The computer readable program instructions may execute entirely on the user's computer, partly on the user's computer, as a stand-alone software package, partly on the user's computer and partly on a remote computer or entirely on the remote computer or server. In the latter scenario, the remote computer may be connected to the user's computer through any type of network, including a local area network (LAN) or a wide area network (WAN), or the connection may be made to an external computer (for example, through the Internet using an Internet Service Provider). In some embodiments, electronic circuitry including, for example, programmable logic circuitry, field-programmable gate arrays (FPGA), or programmable logic arrays (PLA) may execute the computer readable program instructions by utilizing state information of the computer readable program instructions to personalize the electronic circuitry, in order to perform aspects of the present invention.


Aspects of the present invention are described herein with reference to flowchart illustrations and/or block diagrams of methods, apparatus (systems), and computer program products according to embodiments of the invention. It will be understood that each block of the flowchart illustrations and/or block diagrams, and combinations of blocks in the flowchart illustrations and/or block diagrams, can be implemented by computer readable program instructions.


These computer readable program instructions may be provided to a processor of a general purpose computer, special purpose computer, or other programmable data processing apparatus to produce a machine, such that the instructions, which execute via the processor of the computer or other programmable data processing apparatus, create means for implementing the functions/acts specified in the flowchart and/or block diagram block or blocks.


These computer readable program instructions may also be stored in a computer readable storage medium that can direct a computer, a programmable data processing apparatus, and/or other devices to function in a particular manner, such that the computer readable storage medium having instructions stored therein comprises an article of manufacture including instructions which implement aspects of the function/act specified in the flowchart and/or block diagram block or blocks.


The computer readable program instructions may also be loaded onto a computer, other programmable data processing apparatus, or other device to cause a series of operational steps to be performed on the computer, other programmable apparatus or other device to produce a computer implemented process, such that the instructions which execute on the computer, other programmable apparatus, or other device implement the functions/acts specified in the flowchart and/or block diagram block or blocks.


USING SERVER BASED GRID DATA MAPS


FIG. 3 is a flow diagram that schematically illustrates a method of processing input/output operations in SDS grid 26, in accordance with an embodiment of the preset invention. In a configuration step 50, servers 28 are configured as SDS grid 26, and in a maintenance step 52, processor 36 maintains respective grid data maps 44 in each of the servers. In some embodiments, processor 36 can execute step 50 as a standalone process that continually monitors how data is stored in SDS grid 26, and updates grid data map 44 accordingly.


In a receive step 54, processor 36 in a first given server (also referred to herein as a receiving server 28) receives, from a given host computer 24, an I/O request for data managed by SDS grid 26. Examples of I/O requests include, but are not limited to requests to read data from one or more specific locations in storage devices 32 SDS grid 26, or requests to write data to the one or more specific locations in the storage devices in the SDS grid. While the I/O request may comprise data stored in multiple locations in SDS grid 26, for purposes of simplicity, the I/O request described in the flow diagram comprises data stored in a single location.


In an identification step 56, processor 36 identifies a location for the data indicated by the I/O request. As described supra, processor 36 can use grid data map 44 to identify the location. Alternatively, processor 36 can use an algorithm (i.e., a computation) or a combination of grid data map 44 and an algorithm to identify the location in SDS grid 26.


In some embodiments the identified location may comprise a given server 28. In embodiments where SDS grid 26 comprises multiple physical and/or logical groups of servers 28, the identified location may comprise a given group. For purposes of simplicity, the location identified in the flow diagram comprises a single given server 28.


In a comparison step 58, if the identified location is on a second given server 28 (i.e., different from the receiving server), then in a first forwarding step 60, processor 36 forwards the I/O request to the second given server. In a remote processing step 62, the second given server processes the forwarded I/O request, and conveys a result of the processed I/O request to the first given server. In a second forwarding step 64, processor 36 forwards the result of the processed I/O request to the given host computer, and the method continues with step 54.


Returning to step 58, if the location is on the first given server, then processor 36 in the first given server processes the I/O request locally, and the method continues with step 64.


The flowchart(s) and block diagrams in the Figures illustrate the architecture, functionality, and operation of possible implementations of systems, methods and computer program products according to various embodiments of the present invention. In this regard, each block in the flowchart or block diagrams may represent a module, segment, or portion of code, which comprises one or more executable instructions for implementing the specified logical function(s). It should also be noted that, in some alternative implementations, the functions noted in the block may occur out of the order noted in the figures. For example, two blocks shown in succession may, in fact, be executed substantially concurrently, or the blocks may sometimes be executed in the reverse order, depending upon the functionality involved. It will also be noted that each block of the block diagrams and/or flowchart illustration, and combinations of blocks in the block diagrams and/or flowchart illustration, can be implemented by special purpose hardware-based systems that perform the specified functions or acts, or combinations of special purpose hardware and computer instructions.


It will be appreciated that the embodiments described above are cited by way of example, and that the present invention is not limited to what has been particularly shown and described hereinabove. Rather, the scope of the present invention includes both combinations and subcombinations of the various features described hereinabove, as well as variations and modifications thereof which would occur to persons skilled in the art upon reading the foregoing description and which are not disclosed in the prior art.

Claims
  • 1. A method, comprising: configuring multiple servers coupled to a network as a software defined storage (SDS) grid, the SDS grid comprising the multiple servers storing a grid data map of a data distribution among the multiple servers of the SDS grid; wherein the grid data map stores a plurality of entries, each of the plurality of entries including a data identifier and a server identifier;receiving, by a first given server of the SDS grid, an input/output (I/O) request from a host computer via the network; wherein the host computer connects to the SDS grid over a standard Internet Small Computer Systems Interface (iSCSI) protocol such that the host computer does not execute a specialized kernel driver nor client software to access data stored within the SDS grid; and wherein the host computer does not have access to the grid data map indicating the data distribution of the data stored among the multiple servers of the SDS grid; andupon identifying that a second given server of the SDS grid is configured to process the I/O request, forwarding the I/O request to the second given server; wherein identifying the second given server comprises performing, by the first given server, a calculation comprising an algorithm that uses a Logical Block Address (LBA) received with the I/O request such that the LBA is used as an input parameter to the calculation, and wherein a result of the calculation, when used in conjunction with the grid data map, indicates the second given server by locating a given one of the plurality of entries in the grid data map which matches the data identifier according to the result of the calculation and retrieving the server identifier associated with the second given server.
  • 2. The method according to claim 1, and comprising receiving, by the first given server from the second given server, a result of the I/O request, and forwarding the result to the host computer.
  • 3. The method according to claim 2, wherein forwarding the I/O request comprises forwarding a data request to the second given server, and wherein the result of the I/O request comprises a result of the data request.
  • 4. The method according to claim 3, wherein identifying the second given server comprises locating a given entry whose data identifier matches the data request, and wherein the respective server identifier in the given entry indicates the second given server.
  • 5. A data facility, comprising: a network;one or more host computers coupled to the network; andmultiple servers coupled to the network, and configured as a software defined storage (SDS) grid, the SDS grid comprising the multiple servers storing a grid data map of a data distribution among the multiple servers of the SDS grid; wherein the grid data map stores a plurality of entries, each of the plurality of entries including a data identifier and a server identifier, each of the servers comprising: multiple storage devices, anda processor configured: to receive at a receiving server of the SDS grid, from a given host computer, an input/output (I/O) request; wherein the host computer connects to the SDS grid over a standard Internet Small Computer Systems Interface (iSCSI) protocol such that the host computer does not execute a specialized kernel driver nor client software to access data stored within the SDS grid; and wherein the host computer does not have access to the grid data map indicating the data distribution of the data stored among the multiple servers of the SDS grid, andupon identifying that a given server of the SDS grid, different from the receiving server is configured to process the I/O request, to forward the I/O request to the given server; wherein identifying the second given server comprises performing, by the first given server, a calculation comprising an algorithm that uses a Logical Block Address (LBA) received with the I/O request such that the LBA is used as an input parameter to the calculation, and wherein a result of the calculation, when used in conjunction with the grid data map, indicates the second given server by locating a given one of the plurality of entries in the grid data map which matches the data identifier according to the result of the calculation and retrieving the server identifier associated with the second given server.
  • 6. The data facility according to claim 5, wherein the processor is configured to receive, from the given server, a result of the I/O request, and to forward the result to the given host computer.
  • 7. The data facility according to claim 6, wherein the processor is configured to forward the I/O request by forwarding a data request to the second given server, and wherein the result of the I/O request comprises a result of the data request.
  • 8. The data facility according to claim 7, wherein the processor is configured to identify the second given server by locating a given entry whose data identifier matches the data request, and wherein the respective server identifier in the given entry indicates the second given server.
  • 9. A computer program product, the computer program product comprising: a non-transitory computer readable storage medium having computer readable program code embodied therewith, the computer readable program code comprising:computer readable program code configured to arrange multiple servers coupled to a network as a software defined storage (SDS) grid, the SDS grid comprising the multiple servers storing a grid data map of a data distribution among the multiple servers of the SDS grid; wherein the grid data map stores a plurality of entries, each of the plurality of entries including a data identifier and a server identifier;computer readable program code executing on a first given server of the SDS grid and configured to receive an input/output (I/O) request from a host computer via the network; wherein the host computer does connects to the SDS grid over a standard Internet Small Computer Systems Interface (iSCSI) protocol such that the host computer does not execute a specialized kernel driver nor client software to access data stored within the SDS grid; and wherein the host computer not have access to the grid data map indicating the data distribution of the data stored among the multiple servers of the SDS grid; andcomputer readable program code configured, upon identifying that a second given server of the SDS grid is arranged to process the I/O request, to forward the I/O request to the second server; wherein identifying the second given server comprises performing, by the first given server, a calculation comprising an algorithm that uses a Logical Block Address (LBA) received with the I/O request such that the LBA is used as an input parameter to the calculation, and wherein a result of the calculation, when used in conjunction with the grid data map, indicates the second given server by locating a given one of the plurality of entries in the grid data map which matches the data identifier according to the result of the calculation and retrieving the server identifier associated with the second given server.
  • 10. The computer program product according to claim 9, and comprising computer readable program code executing on the first given server and configured to receive, from the second given server, a result of the I/O request, and to forward the result to the host computer.
  • 11. The computer program product according to claim 10, wherein the computer readable program code is configured to forward the I/O request by forwarding a data request to the second given server, and wherein the result of the I/O request comprises a result of the data request.
  • 12. The computer program product according to claim 11, wherein the computer readable program code is configured identify the second given server by locating a given entry whose data identifier matches the data request, and wherein the respective server identifier in the given entry indicates the second given server.
US Referenced Citations (73)
Number Name Date Kind
6973549 Testardi Dec 2005 B1
7103638 Borthakur et al. Sep 2006 B1
7636801 Kekre et al. Dec 2009 B1
8190784 Raizen May 2012 B1
8627446 Eaton et al. Jan 2014 B1
8826032 Yahalom et al. Sep 2014 B1
9058122 Nesbit et al. Jun 2015 B1
9294558 Vincent et al. Mar 2016 B1
9384227 Xiao et al. Jul 2016 B1
9521198 Agarwala et al. Dec 2016 B1
9563517 Natanzon et al. Feb 2017 B1
20040098537 Serizawa May 2004 A1
20040103261 Honda et al. May 2004 A1
20040143637 Koning et al. Jul 2004 A1
20040193795 Takeda et al. Sep 2004 A1
20040210724 Koning et al. Oct 2004 A1
20040215792 Koning et al. Oct 2004 A1
20040225719 Kisley et al. Nov 2004 A1
20050076154 Chambliss et al. Apr 2005 A1
20060010341 Kodama Jan 2006 A1
20060026069 Frank Feb 2006 A1
20060029069 Frank et al. Feb 2006 A1
20060101196 Urmston May 2006 A1
20060143350 Miloushev et al. Jun 2006 A1
20060242380 Korgaonkar et al. Oct 2006 A1
20070234116 Yoshikawa et al. Oct 2007 A1
20070288494 Chrin et al. Dec 2007 A1
20080126525 Ueoka et al. May 2008 A1
20080281908 McCanne et al. Nov 2008 A1
20090019157 Suman et al. Jan 2009 A1
20090059862 Talagala et al. Mar 2009 A1
20090132543 Chatley et al. May 2009 A1
20090168784 Nakamura et al. Jul 2009 A1
20090177860 Zhu et al. Jul 2009 A1
20100088335 Mimatsu Apr 2010 A1
20100153415 Muntz Jun 2010 A1
20100199036 Siewert Aug 2010 A1
20110047195 Le et al. Feb 2011 A1
20110055477 Hara et al. Mar 2011 A1
20110138136 Shitomi et al. Jun 2011 A1
20110145448 Gordon Jun 2011 A1
20110208979 Saarinehn et al. Aug 2011 A1
20110271010 Kenchammana et al. Nov 2011 A1
20120011176 Aizman Jan 2012 A1
20120030415 Selfin et al. Feb 2012 A1
20120072540 Matsuzawa Mar 2012 A1
20120278584 Nagami et al. Nov 2012 A1
20130046949 Colgrove et al. Feb 2013 A1
20130145105 Sawicki et al. Jun 2013 A1
20130246580 Ozawa et al. Sep 2013 A1
20130290399 Gordon Oct 2013 A1
20140040212 Yochai et al. Feb 2014 A1
20140082145 Lacapra Mar 2014 A1
20140115579 Kong Apr 2014 A1
20140156719 Leggette et al. Jun 2014 A1
20140173018 Westphal et al. Jun 2014 A1
20140201425 Clark et al. Jul 2014 A1
20140244937 Bloomstein et al. Aug 2014 A1
20140317206 Lomelino et al. Oct 2014 A1
20140330921 Storm et al. Nov 2014 A1
20140337391 Starovoitov et al. Nov 2014 A1
20150071123 Sabaa Mar 2015 A1
20150110116 Gong Apr 2015 A1
20150263978 Olson et al. Sep 2015 A1
20150288680 Leggette Oct 2015 A1
20160057224 Ori Feb 2016 A1
20160072886 Lin et al. Mar 2016 A1
20160072889 Jung et al. Mar 2016 A1
20160094461 Shetty et al. Mar 2016 A1
20160098225 Huang Apr 2016 A1
20160112516 Liu et al. Apr 2016 A1
20160132699 Miller May 2016 A1
20160139838 D'Sa May 2016 A1
Non-Patent Literature Citations (3)
Entry
Alba et al., “Efficient and Agile Storage Management in Software Defined Environments” 12 pages, IBM Journal of Research and Development, vol. 58, No. 2/3, Paper 5, Mar./May 2014.
Xiang-Lin et al., “Performance Analysis of an iSCSI-based Unified Storage Network” pp. 1-7, Journal of Zhejiang University Science vol. 5, No. 1, Jan. 2004.
Seshadri et al., “Software Defined Just-in-Time Caching in an Enterprise Storage System” 13 pages, IBM Journal of Research and Development, vol. 58, No. 2/3, Paper 7, Mar./May 2014
Related Publications (1)
Number Date Country
20160173598 A1 Jun 2016 US