Source: https://patents.google.com/patent/US20140188981
Timestamp: 2018-02-20 06:14:27
Document Index: 270101136

Matched Legal Cases: ['Application No. 61', 'Application No. 61', 'art 500', 'art 500', 'art 500', 'art 500']

US20140188981A1 - Scalable Storage Systems with Longest Prefix Matching Switches - Google Patents
US20140188981A1
US20140188981A1 US13913654 US201313913654A US2014188981A1 US 20140188981 A1 US20140188981 A1 US 20140188981A1 US 13913654 US13913654 US 13913654 US 201313913654 A US201313913654 A US 201313913654A US 2014188981 A1 US2014188981 A1 US 2014188981A1
US13913654
US9172743B2 (en )
The present application claims priority to U.S. Provisional Patent Application No. 61/746,670 filed Dec. 31, 2012 by Guangyu Shi, et al. and entitled “A Method of Building Extremely Scalable Storage Systems with Longest Prefix Matching Switches” and U.S. Provisional Patent Application No. 61/784,783 filed Mar. 14, 2013 by Guangyu Shi, et al. and entitled “A Method of Building Extremely Scalable Storage Systems with Longest Prefix Matching Switches”, which are incorporated herein by reference as if reproduced in their entirety.
Network or distributed storage systems are useful for providing a data repository for clients with higher capacity and faster access in order to meet rising demands. Many distributed storage systems consist of two kinds of nodes: servers (e.g., a conventional computer) and switches (e.g. Ethernet or InfiniBand). The switches implement transparent communication channels for the servers. A Distributed File System (DFS) may span multiple back-end storage servers to provide high capacity and fast access, while offering a unified interface to clients by appearing as a single server. Clients may name the file content using either the portable operating system interface (POSIX) file system naming format or a binary flat format.
A storage system may have one or more components to understand the file name and determine which server stores the file. That is, a storage system may have one or more components to map a file name to a server identity or location where the file resides. In a typical Network Attached System (NAS) or DFS, the mapping may be implemented by one or more metadata servers. Each file stored in the system should have an entry in the metadata server(s). For most key-value storage systems, a single-hop or multiple-hop distributed hash table (DHT) may be used. Each storage server may have to maintain the routing table, causing the complexity to be based on the number of storage servers and the number of files. When the system expands, a primary challenge to scalability includes maintaining the routing table in metadata servers or DHT nodes. Therefore, there is a need to build scalable distributed storage systems in order to overcome reliance on a centralized metadata server or indexer for data storage. Also, due to increasing storage demands, there is a need for storage systems with increased scalability.
In one embodiment, the disclosure includes a method performed by a switch, the method comprising receiving a request for a file from a client, wherein the file is located in a distributed storage system, extracting a directory for the file from the request, performing longest prefix matching (LPM) of the directory against a forwarding information base (FIB) to identify a port, wherein the FIB associates directories with ports of the switch, and forwarding the client request toward a server containing the file via the identified port, wherein the server is one of a plurality of servers in the distributed storage system.
In another embodiment, the disclosure includes a switch comprising a processor configured to acquire a request for a file from a client, wherein the file is located in a distributed storage system, extract a directory for the file from the request, and perform LPM of the directory against a FIB to identify a port, wherein the FIB associates directories with ports of the switch; and a transmitter coupled to the LPM module and configured to forward the client request toward a server containing the file via the identified port, wherein the server is one of a plurality of servers in the distributed storage system.
In yet another embodiment, the disclosure includes a method comprising receiving a user datagram protocol (UDP) request from a client, wherein the UDP request comprises a requested file and a directory for the file, performing LPM of the directory against an index table to determine a port; and creating an entry in a flow table that associates the client and the port.
In yet another embodiment, the disclosure includes a method in a server in a distributed storage system, wherein the server stores a part of a directory tree, the method comprising measuring a load, determining that the load is greater than a threshold, select a nearest server as a recipient of a first part of the part of the directory tree, transferring the first part to the nearest server, and sending a message to a nearest longest prefix matching (LPM) switch to indicate that the first part was transferred.
FIG. 1 is an embodiment of prefix-based server assignment in a POSIX file system tree.
FIG. 2 is an embodiment of a binary 0-1 flat name key-value store file system tree.
FIG. 3 is an embodiment of a LPM switch-based storage system.
FIG. 4 is an embodiment of a method for retrieving content from a storage server via an LPM switch.
FIG. 5 is a protocol diagram illustrating an embodiment of signaling between a client, a LPM switch, and a server.
FIG. 6 is a flowchart of an embodiment of a LPM method.
FIG. 7 is a schematic diagram of an embodiment of a LPM switch.
FIG. 8 is schematic diagram of an embodiment of a LPM switch implemented on a field-programmable gate array (FPGA) chip.
FIG. 9 is a schematic diagram of an embodiment of a LPM switch implemented on a general computer system.
FIG. 10 is a flowchart of an embodiment of a load balancing method.
FIG. 11 is a schematic diagram of an embodiment of a server.
Disclosed herein are systems, methods, and apparatuses for increasing scalability and reducing cost of distributed storage systems by using longest prefix matching (LPM) switches to map file or content names to storage devices. LPM switches may conduct routing or switching based on a longest prefix matching of a directory path and file name. This matching may be utilized in a POSIX file system naming convention (e.g., the directory-subdirectory-file structure in any modern operating system) and/or a binary 0-1 flat naming convention, as used in many Distributed Hash Table (DHT) implementations. The LPM switch may be employed in addition to conventional media access control (MAC) or internet protocol (IP) prefix based routing/switching. Prefix aggregation may be utilized to reduce sizes of forwarding tables and save space. Furthermore, a load balancing mechanism may mitigate overloaded servers by spreading out data among multiple servers while keeping prefix aggregation. The use of LPM switches may eliminate the need for index servers as compared with conventional distributed storage architectures.
FIG. 1 illustrates an embodiment of prefix-based directory groupings in a POSIX file system tree 100. The file system 100 may comprise a plurality of directories, subdirectories, and files within these directories. Each of the directory groupings 110, 120, 130 may be assigned to a different storage server. Any number of servers may be used in a file storage system. A storage server may be any device accessible by a network and having a memory device for storing data. A storage server may be responsible for one or more subdirectories in a hierarchal file system. For example, a first server may manage all of the files and subdirectories under the path /usr/stone/, a second server may manage all of the files and subdirectories under the path /usr/Michael/, and a third server may manage all of the files and subdirectories under the path /bin/. This implementation may allow the first level of a prefix aggregation mechanism in which a prefix such as /usr/stone/ may represent the files and subdirectories under the path of the same name.
In an alternate embodiment, a storage server may manage one range of a DHT naming space, in which a binary 0-1 flat naming convention may be used. FIG. 2 shows an embodiment of prefix-based directory groupings in a binary 0-1 flat name key-value store file system tree 200. The file system 200 may comprise a plurality of directories, subdirectories, and files within these directories. Each of the different directory groupings 210, 220, 230 may manage a range of DHT naming space. A 0-1 flat name space may be represented by a prefix. For example, a “010001” may represent the range [0100010000, 0100100000]. By way of further example, a first server may manage all of the files and subdirectories under the host range 00, a second server may manage all of the files and subdirectories under the host range 01, and a third server may manage all of the files and subdirectories under the host range 1.
Both file system trees in FIG. 1 and FIG. 2 enable the routing/switching function to only need to know the mapping between servers and corresponding prefixes. Thus, the complexity of the system may be reduced to O(Nsvr), where Nsvr is the number of servers. Typical personal-computer-based servers may manage million to billions of files and objects with ease. As a result, Nsvr may be less than Nf (the number of files) by ˜8-10 magnitudes. If a block/sector number is implemented as a key in FIG. 2's embodiment, the key-value store may also act as a conventional storage access network (SAN).
Once storage servers have been assigned accordingly (e.g., server assignments such as in FIG. 1), the servers may announce the prefixes they are responsible for to the switches, which may normally be the first hop switches they are connected to. The first hop switch may directly forward this message to other switches. In another embodiment, the switch may perform further aggregation such as in FIG. 2's binary 0-1 flat name file system. For example, the “00” server and the “01” server may happen to be connected to the same switch. In this case, the switch may decide to publish the aggregated prefix “0” to other switches, instead of publishing “00” and “01” as two routing entries.
An LPM module in a switch may conduct the routing/switching based on longest prefix matching, in addition to conventional MAC or IP prefix-based routing/switching. For example, a client may request some content, and the name may be checked with a forwarding information base (FIB), depending on if it is a POSIX file name or a binary 0-1 flat name. An FIB may be a forwarding table used to determine a destination of where a received packet should be forwarded. The longest prefix matching principle may be used to find an egress port. The LPM switch may then forward the client request to the right server. A longer prefix match may increase the accuracy in finding the appropriate server in a storage system network.
FIG. 3 illustrates an embodiment of a LPM switch-based storage system 300. The system 300 may comprise a plurality of clients 310, switch 1 (SW1) 320, switch 2 (SW2) 322, and a plurality of servers 330 connected via a network 325 as shown in FIG. 3. Although only two switches 320 and 322, three clients 310, and three servers 330 are shown for illustrative purposes, any number of each component may be used in a LPM switch-based system. A LPM switch may be built alone as a new component or by augmenting existing Ethernet switches or IP routers. The network 325 may comprise one or more switches (e.g., 320, 322) which may be file system-specific LPM systems. The numbers 1-4 in system 300 may indicate ingress/egress ports of the switches 320, 322. A port may have both ingress and egress functionality and may be referred to herein as an ingress port or egress port depending on the context. A client 310 may be an application on a device that has remote data storage needs. The device may be as examples, a desktop computer, a tablet, a laptop, or a smart phone. A server 330 may host one or more subdirectories of a file system tree. One server may host a root directory. Table 1 shows an example of a prefix tree assignment in which servers 330 are assigned to different hosting directories.
An example of a server hosting map
Svr_A /
Svr_B /home
Svr_C /root, /home/dfs
Following prefix tree assignment, FIBs on the exemplary LPM switches (e.g. such as switches 320, 322 in FIG. 3) may be organized as seen in Tables 2 and 3. Tables 2 and 3 correspond to FIG. 3's LPM switch 1 320 and LPM switch 2 322, respectively. From these forwarding tables, the LPM switch may know which egress port to forward frames to, depending on the prefix of the file.
An example of a forwarding table of LPM switch 1
Prefix Egress Port
/home/dfs 4
An example of a forwarding table of LPM switch 2
For example, a client 310 may send SW1 320 a request asking for some files under the path “/home/dfs/**/**/.” SW1 320 may choose egress port 4 based on Table 2’s forwarding information. Port 4 may be chosen because it shares the longest prefix with the request “/home/dfs/” in comparison to the other prefixes in the table. Based on this forwarding, the request may get one hop closer to a target destination (e.g., Svr_C 330). Next, SW2 322 may receive the forwarded request through its ingress port 3. It may use the same LPM mechanism to forward the received request to egress port 4, which connects to the target destination Svr_C 330. The target server may now respond to this request with the embedded client 310's MAC/IP address. The server may set up a new connection with the client such as a conventional transmission control protocol (TCP) connection. Further packets forwarded between the client and the server may not engage in LPM look-ups during this same session because the destination of the outgoing port has already been found.
In another embodiment, the storage system 300 may refer to a key-value object storage in addition to a file storage system embodiment. Table 4 represents a prefix tree assignment for a DHT key-value store scenario, in which servers 330 may be assigned to different hosting ranges. Tables 5 and 6 show the FIBs for the LPM switch 1 320 and LPM switch 2 322, respectively. SW1 320 may perform additional prefix aggregation, which may simplify the FIB in SW2 322 as seen in Table 6. The LPM mechanism for the key-value object storage may function similarly to the file system storage.
Server_ID Hosting Ranges
Svr_A 00
Svr_B 01
Svr_C 1
FIG. 4 is an embodiment of a method 340 for retrieving content from a storage server via a LPM switch. The method 340 may be performed in a LPM switch, such as LPM switch 320. In block 345, a server announcement may be received. The server announcement may contain directories and subdirectories for which a server is responsible. The server announcement may be received via a port on a LPM switch. In block 350, the prefixes of the various directories/subdirectories may be recorded in memory, such as in a FIB. Blocks 345 and 350 may be performed for each of a plurality of servers until complete directory information is obtained. Some server announcements may be received directly from servers directly attached to the LPM switch, and some server announcements may be received from servers via other LPM switches. After a FIB is constructed, client requests for content may be received. In block 355, a client request is received. The client request may be a message containing a filename and directory information corresponding to the filename. In block 360, the full path information for the filename is extracted. In block 365, LPM is performed by comparing the full path information against the FIB. The LPM result yields a port number though which the client request should be forwarded. In block 370, the client request may be transmitted via the identified port number. Finally, in block 375, the requested file may be received from the responsible server and forwarded to the requesting client. The requested file may be communicated via one data packet or a plurality of data packets.
FIG. 5 is a protocol diagram 400 illustrating an embodiment of the signaling between a client 402, an LPM switch 404, and a server 406. Specifically, the protocol diagram 400 depicts the communication between components following a user request to obtain data from a server through a switch, where a plurality of such components may be interconnected in a network. The components in diagram 400 may be implemented in a storage system such as system 300, where components such as a client 310, switch 320, 322, and server 330 may be employed. Data may be transmitted in a payload between a client 402, LPM switch 404, server 406 in an Open System Interconnection (OSI) layer 4 protocol data unit (PDU). The OSI layer 4 PDU may be user datagram protocol (UDP) packets or transmission control protocol (TCP) packets.
During transmission with a LPM switch, the sequence of events in diagram 400 may commence at 410 with an initial registration of the server 406. A UDP packet containing server information may be received by the LPM switch 404. The contents may include, but not be limited to, directory paths and filenames located within a payload. The contents within a payload may be about 256 bytes.
From the UDP packet's payload, an entry in an index table may be created, comprising an index (IDX), port number, MAC, IP, and TCP addresses corresponding to each file. The index may be used as an identifier, whereas the port number may refer to a port located in a specific server. For example, if there are five files in Server A 330, then the IDX values may range from 0 to 4 for each of the files. Likewise, the port number may be 2 for all of the files if they are all located at the same port number (e.g., port 2) of the same server (e.g., Server A 330). The MAC, IP, and TCP addresses may be important for packet editing and OSI layer 4 forwarding.
Table 7 shows an example of an index table containing server information for a specific file. The values in the table serve as an illustration of the index, port, and MAC addresses obtained from a file request.
An example of an index table during server registration
IDX Port # MAC IP TCP
0 0 0118_8F29_1B00 0403_0201 1001
Following the addition to the index table, an entry in a segment table may also be created from the UDP packet payload. Table 8 shows an example of such a segment table with illustrated values. This table may provide the port number of the LPM switch side along with corresponding MAC addresses. SW-MAC may represent the MAC address for the switch side, while T-MAC signifies the MAC address of the target or final destination, which may be a server or a client.
An example of a segment table during server registration
Port # SW-MAC T-MAC
0 011E_1D1C_1B1A 0118_8F29_1B00
Furthermore, the LPM switch 404 may provision string and/or port lookup memories during server registration. The string and/or port lookup memories provisioning may use hashing algorithms with a Bloom filter to translate content data to reduce the size of the filename and port information. The hashing function and Bloom filter may be used to reduce the lookup memory space when storing string and port lookup information. Various hashing algorithms may be employed, such as hash(1) or hash(10) functions. In an embodiment, hashing may reduce the number of bytes of the payload content from 256 bytes to 3 bytes.
After completing server registration, the client may issue a request which internally generates two packets: a UDP request and a TCP request. A UDP request may be transmitted at 420 from the client 402 to the LPM switch 404. The UDP request may carry some of the content information (e.g., path and filename) which the LPM switch has already registered. The server information in an index table (such as Table 7) may be accessed by the LPM switch to determine the destination of the UDP request. LPM may be performed (using a table of indexes versus directories) to determine an index in the index table. The destination/outgoing port may be determined by looking up the port associated with the index in the index table. Once the destination/outgoing port has been determined, the LPM switch may create an entry in a flow table, which may comprise information regarding content associated memory from a client to a server (CAM-CS). Similarly, the LPM switch may make another entry in a different flow table, regarding content associated memory for a server to a client (CAM-SC).
Tables 9 and 10 show examples of such flow tables for CAM-CS and CAM-SC, respectively. The “S” in SMAC, SIP, and STCP signifies specific addresses for the source, while the “D” in DMAC, DIP, and DTCP represents addresses corresponding to the destination. The dual-ported random access memory (RAM) value may indicate an index for the corresponding server and a port for the client in Tables 9 and 10, respectively.
In an embodiment, the flow tables may store a certain number of bits and number of entries. For example, a 100x32 CAM-CS flow table may indicate a table with 32 entries, each of which is 100 bits, whereas a 200x32 CAM-SC table may denote a table with 32 entries, each of which is 200 bits.
The flow tables in Tables 9 and 10 may be an example of a FIB, similar to the FIBs displayed in Tables 2, 3, 5, and 6 above. Furthermore, the flow tables in tables 9 and 10 may be combined into one bidirectional flow table, containing entries for flow from the client to the server and vice-versa.
An example of a CAM-CS flow table for client-server information
(CAM-CS: 100x32)
SMAC SIP STCP DPRAM (Index)
MA IA TA 0
An example of a CAM-SC flow table for server-client information
(CAM-SC: 200 × 32)
SMAC SIP STCP DMAC DIP DTCP DPRAM (Out-Port)
48 32 16 48 32 16 8
MD ID TD MC IA TA 0
Shortly after the UDP request is sent (e.g., within a few seconds after the UDP request), a TCP request may be transmitted at 430 from the client 402. The LPM switch 404 may receive the TCP packet and perform OSI layer 4 switching. For example, the switch may check the corresponding flow table created from the UDP request to determine the destination of the packet using longest prefix matching. The target server information (e.g., an output port) may be obtained based on an entry in a client-server flow table, such as the one in Table 9. The LPM switch 404 may edit the TCP request if needed and subsequently forward the packet to server 406 according to the retrieved information.
After receiving client 402's TCP request, the server 406 may respond at 440 via the transmission of one or more TCP packets that convey the requested file or files. The server response may be sent to the LPM switch 404, which may check the server-client flow table (e.g., Table 10) and forward the packet(s) to the appropriate client that issued the command or request. In an embodiment, the LPM switch 404 may conduct OSI layer 4 switching for the server TCP response as discussed above.
FIG. 6 is a flowchart 500 of an embodiment of a longest prefix matching method. The steps of the flowchart 500 may be implemented in a data storage system with at least one client and at least one networking storage device, such as a server, whereas the system may be interconnected with at least one switch. For example, the blocks of the flowchart 500 may be performed in an LPM switch in a storage system, such as system 300 comprising a plurality of clients 310, a plurality of switches 320, 322, and a plurality of servers 330. The flowchart 500 begins in block 510, in which an LPM switch (e.g., the LPM switch 320, 322 in FIG. 3) may receive an initial UDP packet from a server. At block 520, the LPM switch may obtain server information from the UDP packet and register this information with entries in index and segment tables. An index table and segment table may be updated with port numbers, IDX values, MAC, IP, and TCP addresses for the destination of a future TCP request. Next in block 530, the LPM switch may provision string/port lookup memories. A hashing function and/or Bloom filter may be employed to reduce the number of bytes and save space in memory.
After server registration, the method continues in block 540, where the LPM switch may receive a request from a client in the form of a UDP packet. The request may comprise a requested file and a directory or pathname for the file. At block 550, the LPM switch may subsequently create flow entries in corresponding FIB or flow tables. One flow entry may include a location for an outgoing port to forward a packet from the client to the server. Another flow entry may be made for which an ingress port to utilize in receiving a packet from the server to forward to the client. These entries may be made in CAM-CS and CAM-SC flow tables, such as in Tables 9 and 10. Additionally, the entries in the separate FIB tables may be combined into one table to enable a bidirectional flow of packets from a client to a server and from a server to a client.
Next, in block 560, the LPM switch may receive a TCP packet from the client. At block 570, the LPM switch may use a flow table to determine an egress port for the packet. The LPM switch may then forward the received packet in block 580 to the target server via the identified egress port. The method ends with the LPM switch receiving and then transmitting a server TCP response to the client in block 590. The TCP response may comprise the file requested by the client. The LPM switch may determine which client to forward the packet to, based on the flow entry in a flow table.
In order for a client's request to reach the appropriate storage server, a switch may need to know the mappings between prefixes and egress ports. A longest prefix matching may then be executed by using a switch between the client request and a FIB. An LPM switch may perform longest prefix matching between the directory name of the file that needs to be retrieved and the entries of the FIB. The longest prefix matching itself may be performed using any conventional longest prefix matching algorithm. As described herein, Bloom filters and hash functions may be used to implement the longest prefix matching. A LPM switch may implement at least one of two new FIBs: <prefix of directory/subdirectories, next egress port> in a POSIX file system and <prefix of 0-1 series, next egress port> in a binary 0-1 flat name key-value store file system. When the client makes a request, the name may be a path to a file in a POSIX file system or a binary 0-1 flat name for an object in key-value store. The LPM switch may intercept this request, check the FIB accordingly, and decide which entry shares the longest prefix with the request. The request may then be forwarded to the appropriate egress port. In another embodiment, LPM switching may be implemented similarly for a DHT key-value store.
By way of further example, a LPM switch may comprise a request interception module and a longest prefix matching module. The request interception module may handle a client's request and a server's announcement or response. Before making a request, a client may not know which server to contact. A request may be sent to a virtual address which may be recognized by the LPM switches with the desired destination. Other methods for sending requests may also be implemented as long as the requests can be recognized and intercepted by the LPM switches. The client may not know an exact location of a server to contact for a certain request; however, the LPM switch may have the intelligence to connect a client to the appropriate server for each request. This may allow the client side to consider the distributed system as a local system, since the distributed property of the server cluster may be masked by the interconnected LPM switch network. After receiving a client request with an embedded name, the module may extract the content name and initiate LPM at the corresponding FIB. In another embodiment, the LPM switch's request interception module may also connect a server to a client for a server response. When a flow entry is made in a FIB regarding which egress port to forward a client request to, an additional flow entry may be made for a response from a server to a client. For a server announcement, the switch may record a prefix and a port from which the announcement came in into a FIB.
At least some of the features/methods described in the disclosure may be implemented in a network element. For instance, the features/methods of the disclosure may be implemented using hardware, firmware, and /or software installed to run on hardware. The network element may be any device that transports data through a network, e.g., a switch, router, bridge, server, client, etc. FIG. 7 illustrates an embodiment of an LPM switch 600, which may be any network element that transports and processes data through a network. For instance, the LPM switch 600 may be a content router or any apparatus or switch implementing the longest prefix matching schemes described above. The LPM switch 600 may be configured to implement or support the storage server assignment, prefix aggregation, and longest prefix matching strategies described above.
The LPM switch 600 may comprise one or more ports or faces 610 coupled to transceivers (Tx/Rx) 612. A transceiver 612 may comprise a transmitter and a receiver. A transceiver 612 may be coupled to a port 610 for transmitting and/or receiving frames from other nodes. One transceiver 612 may be coupled to a server in a distributed storage system for receiving messages from and transmitting messages to a server. For example, one transceiver 612 may be configured to perform blocks 345, 370, and/or 510 as well as forwarding content as described in block 375 and/or perform communication with the server 406 as shown in FIG. 5. A second transceiver 612 may be coupled to a client for receiving messages from and transmitting messages to the client. For example, the second transceiver 612 may be configured to perform block 355 or perform communication with the client 402 as shown in FIG. 5.
A processor 625 may be coupled to the transceivers 612 to process the frames and/or determine the nodes to which to send frames. The processor 625 may comprise one or more multi-core processors with a request interception module 627, a LPM module 628, and a memory module 622. The request interception module 627 may implement the aforementioned properties of a LPM switch, such as recognizing and intercepting requests from a client and/or a server. Module 627 may also connect a server to a client or vice-versa in order to transmit a request or a response. The LPM module 628 may conduct the routing/switching based on longest prefix matching while utilizing memory module 622, which may function as data stores, buffers, etc. The processor 625 may be implemented as one or more central processing unit (CPU) chips, cores (e.g., a multi-core processor), field-programmable gate arrays (FPGAs), application specific integrated circuits (ASICs), and/or digital signal processors (DSPs). The ports 610 may contain electrical and/or optical transmitting and/or receiving components. LPM switch 600 may be a routing component that makes routing decisions.
The memory module 622 may be any device for storing data, such as a cache, a random access memory (RAM), a read-only memory (ROM), or secondary storage, or any combination thereof. Secondary storage typically comprises one or more disk drives or tape drives and is used for non-volatile storage of data and as an over-flow data storage device if RAM is not large enough to hold all working data. Secondary storage may be used to store programs that are loaded into RAM when such programs are selected for execution. ROM is used to store instructions and perhaps data that are read during program execution. ROM is a non-volatile memory device that typically has a small memory capacity relative to the larger memory capacity of secondary storage. RAM is used to store volatile data and perhaps to store instructions. Access to both ROM and RAM is typically faster than to secondary storage, and access to cache is typically faster than any of the other types of memory. Mapping information may be maintained in a forward information base (FIB) 624 at the memory module 622. The FIB 624 may be used to house server information, such as segment, index, string and/or port lookup memories, and flow tables during a LPM method (e.g., FIG. 6).
It is understood that by programming and/or loading executable instructions onto the LPM switch 600, at least one of the processor 625 and the memory 622 are changed, transforming the LPM switch 600 in part into a particular machine or apparatus, e.g., a multi-core forwarding architecture, having the novel functionality taught by the present disclosure. It is fundamental to the electrical engineering and software engineering arts that functionality that can be implemented by loading executable software into a computer can be converted to a hardware implementation by well-known design rules. Decisions between implementing a concept in software versus hardware typically hinge on considerations of stability of the design and numbers of units to be produced rather than any issues involved in translating from the software domain to the hardware domain. Generally, a design that is still subject to frequent change may be preferred to be implemented in software, because re-spinning a hardware implementation is more expensive than re-spinning a software design. Generally, a design that is stable that will be produced in large volume may be preferred to be implemented in hardware, for example in an ASIC, because for large production runs the hardware implementation may be less expensive than the software implementation. Often a design may be developed and tested in a software form and later transformed, by well-known design rules, to an equivalent hardware implementation in an application specific integrated circuit that hardwires the instructions of the software. In the same manner as a machine controlled by a new ASIC is a particular machine or apparatus, likewise a computer that has been programmed and/or loaded with executable instructions may be viewed as a particular machine or apparatus.
FIG. 8 illustrates a block diagram of an embodiment of a LPM switch implemented on a field-programmable gate array (FPGA) chip 700, such as a XILINX VIRTEX-5 FPGA. The chip 700 may comprise a first in, first out (FIFO) input 702, packet analyzer 704, LPM string/port lookup block 706, L4 switching block 712, and a FIFO output 714. During transmission, the FPGA chip 700 may receive packets at input 702, and the content of each packet may be assessed by the packet analyzer 704. The LPM string/port lookup block 706 may perform prefix matching methods on the packet content as described in FIG. 5, in which MAC, IP, and TCP addresses and port numbers for each file may be documented in corresponding tables. The LPM string/port lookup block 706 may further comprise a rule table 708 and a flow table 710. The rule table 708 may be employed for extracting source information for a flow table, while the flow table may contain entries for client-server and server-client flow. The L4 switching block 712 may conduct flow lookup, packet editing, and forwarding of the received by a LPM switch. The packet may then be transmitted to its destination via the FIFO output 714. In an embodiment, the LPM switch 700 may implemented on a NetFPGA card.
FIG. 9 is a schematic diagram of an embodiment of a LPM switch implemented on a general computer system 800. The system 800 may comprise a central processor unit (CPU) 802, network interface controller (NIC) 804, graphics processing unit (GPU) 806, GPU random access memory (RAM) 808, main RAM 810, and a local bus 816. The main RAM 810 may further comprise a main memory buffer (mbuf) 812 and a GPU memory buffer (gbuf) 814. The main buffer 812 may be employed for CPU-based processing, and the GPU memory buffer 814 may be used for GPU-based processing. The CPU 802 may comprise an INTEL core (Icore) 818.
Moreover, a LPM switch (e.g., switches 320, 322) may also be implemented in access control lists (ACL), policy-based routing (PBR), and OpenFlow setups. For these configurations, the server may perform additional LPM for POSIX file system names and/or DHT flat names, while keeping the conventional Ethernet switch intact. A client (e.g., client 310) may send a request to a virtual specific address (e.g., IP, MAC, or VLAN ID). The switch may then be able to identify and forward the requested packet to the LPM server (e.g., server 330).
A load balancing mechanism may be implemented in a LPM switch-based system such as system 300 in order to prevent overloading of servers. Since a work load may be dynamically changing, data may be spread out among multiple servers while keeping prefix aggregation. If a node encounters potential overload, it may offload or move some subdirectories or sub-ranges to the other servers. Once this migration is complete, the new servers may publish their new announcement. The potentially overloaded server chooses the offloading server candidates based on preference of “distance” which refers to the number of hops between a candidate and itself. For example, Server A 330 may want to offload some of its workload to another server. It may first choose to migrate some of its contents to Server B rather than Server C, even if both of them are eligible and available for offloading. Server A's preference for Server B in load balancing is primarily due to the reduced distance between the servers and a lower number of hops.
This hop-based migration preference scheme may improve the stability of FIBs by the potential prefix aggregation conducted by LPM switches. In the aforementioned example, no matter how many subdirectories or sub-ranges of Server A are moved to Server B, there may be no requirement to update any FIBs except for SW1's FIB. Thus, the FIB updating ripple may be confined to a local area. The complexity of a FIB may now be reduced to O(Nsw), where Nsw is the number of switches. In some applications, Nsw may be approximately one fiftieth of Nsvr. During the migration, the original server may still send a request to its responsible directory or range. After the migration, the server may keep the record of which server it offloads to for a while. In the event that the FIBs did not get updated in time, the server may receive the request for a file which has been moved out. In this case, the server may forward the request to the new host where the file of interest may be retrieved.
FIG. 10 is a flowchart of an embodiment of a load balancing method 850 in a storage system, such as storage system 300. The method 900 may be implemented in a server, such as server 330. In block 855 a registration message or announcement is transmitted. The registration message may provide an indication of the directories in a distributed storage system for which the server is responsible. The registration message may be as described previously, e.g., with respect to block 510 or block 345. In block 860 a load on the server may be measured. The load may, e.g., be a number of memory requests in a predetermined time interval or a measure of bandwidth consumed on a line connected to the server. In block 865 a determination is made whether the load exceeds a predetermined threshold. If the load does not exceed the threshold, block 860 may be repeated at a later time. If the load exceeds a threshold, the method proceeds to block 870 in which a server is selected within one hop of the server executing the method 850. If the load exceeds a threshold, this is an indication that some of the files for which the server is responsible should be transferred to another server. Next in block 875, part of the directory tree is moved to the selected server to reduce the load on the server executing the method 850. Also in block 875 a message is transmitted to the closest LPM switch to direct the LPM switch to update its FIB table based on transfer of part of the directory tree.
FIG. 11 is a schematic diagram of an embodiment of a server 900. The server 900 comprises a processor 902 (which may be referred to as a CPU) that is in communication with memory devices including secondary storage 904, read only memory (ROM) 906, random access memory (RAM) 908, and a transceiver 912. The processor 902 may be implemented as one or more CPU chips, cores (e.g., a multi-core processor), field-programmable gate arrays (FPGAs), application specific integrated circuits (ASICs), and/or digital signal processors (DSPs), and/or may be part of one or more ASICs. Processor 902 may implement or be configured to perform server assignment and prefix aggregation in a load balancing mechanism.
The secondary storage 904 is typically comprised of one or more disk drives or tape drives and is used for non-volatile storage of data and as an over-flow data storage device if RAM 908 is not large enough to hold all working data. Secondary storage 904 may be used to store programs that are loaded into RAM 908 when such programs are selected for execution. The ROM 906 is used to store instructions and perhaps data that are read during program execution. ROM 906 is a non-volatile memory device that typically has a small memory capacity relative to the larger memory capacity of secondary storage 904. The RAM 908 is used to store volatile data and perhaps store instructions. Access to both ROM 906 and RAM 908 is typically faster than to secondary storage 904. The RAM 908 and secondary storage 904 may combine to store files in a directory structure, such as described in FIGS. 1 and 2. The server 900 may implement the functionality of the servers 330 in FIG. 3 and/or the method 850.
The transceiver 912 may server as an output and/or input device of server 900, wherein the transceiver 912 may further comprise transmitters, receivers, or combinations thereof. The transceiver 912 may take the form of modems, modem banks, Ethernet cards, universal serial bus (USB) interface cards, serial interfaces, token ring cards, fiber distributed data interface (FDDI) cards, wireless local area network (WLAN) cards, radio transceiver cards such as code division multiple access (CDMA), global system for mobile communications (GSM), long-term evolution (LTE), worldwide interoperability for microwave access (WiMAX), and/or other air interface protocol radio transceiver cards, and other well-known network devices. The transceiver 912 may enable the processor 902 to communicate with an Internet and/or one or more intranets and/or one or more LPM switches. It is understood that by programming and/or loading executable instructions onto the server 900, at least one of the processor 902, the ROM 906, and the RAM 908 are changed, transforming the server 900 in part into a particular machine or apparatus, such as a load balancing server, having the novel functionality taught by the present disclosure.
1. A method performed by a switch, the method comprising:
receiving a request for a file from a client, wherein the file is located in a distributed storage system;
extracting a directory for the file from the request;
performing longest prefix matching (LPM) of the directory against a forwarding information base (FIB) to identify a port, wherein the FIB associates directories with ports of the switch; and
forwarding the client request toward a server containing the file via the identified port, wherein the server is one of a plurality of servers in the distributed storage system.
receiving a plurality of server announcements each of which is from a different server in the plurality of servers, wherein each server announcement includes one or more directories for which the corresponding server is responsible, wherein each server announcement is received via a port in the switch, and wherein the directories are directories in the distributed storage system;
constructing the FIB from the server announcements.
3. The method of claim 2, wherein a hash function is used to associate a directory with a binary sequence, wherein the FIB associates the directories with the ports via the hash function, and wherein performing LPM comprises:
hashing the directory using the hash function to produce a binary sequence value; and
performing LPM of the binary sequence value against the FIB to identify the port.
receiving the file from the server via the identified port in response to the client request; and
acquire a request for a file from a client, wherein the file is located in a distributed storage system;
extract a directory for the file from the request; and
perform longest prefix matching (LPM) of the directory against a forwarding information base (FIB) to identify a port, wherein the FIB associates directories with ports of the switch; and
forward the client request toward a server containing the file via the identified port, wherein the server is one of a plurality of servers in the distributed storage system.
6. The switch of claim 5, wherein the processor is further configured to:
acquire a plurality of server announcements each of which is from a different server in the plurality of servers, wherein each server announcement includes one or more directories for which the corresponding server is responsible, wherein each server announcement is received via a port in the switch, and wherein the directories are directories in the distributed storage system;
construct the FIB from the server announcements.
7. The switch of claim 6, wherein a hash function is used to associate a directory with a binary sequence, wherein the FIB associates the directories with the ports via the hash function, and wherein performing LPM comprises:
a receiver configured to receive the file from the server via the identified port in response to the client request; and
a second transmitter configured to forward the file to the client.
receiving a user datagram protocol (UDP) request from a client, wherein the UDP request comprises a requested file and a directory for the file;
performing longest prefix matching (LPM) of the directory against an index table to determine a port; and
creating an entry in a flow table that associates the client and the port.
receiving a transport control protocol (TCP) request from the client;
looking up the port from the flow table in response to receiving the TCP request; and
forwarding the TCP request toward a server via the port, wherein the server is one of a plurality of servers in a distributed storage system, and wherein the server stores the requested file.
receiving a TCP response from the server, wherein the TCP response comprises at least a portion of the requested file; and
forwarding the TCP response to the client.
receiving a user datagram protocol (UDP) registration message from the server via the port, wherein the registration message contains at least one directory for which the server is responsible; and
creating at least one entry in the index table that associates the port with the at least one directory.
receiving UDP registration messages from each of the remaining servers in the plurality of servers, wherein each of the UDP registration messages includes directories for which the corresponding server is responsible;
creating the rest of the index table from the UDP registration messages.
14. The method of claim 13, wherein creating the rest of the index table comprises using a hash function to hash the directories to generate a binary string corresponding to each directory, and storing the binary strings in the index table.
15. A method in a server in a distributed storage system, wherein the server stores a part of a directory tree, the method comprising:
measuring a load;
determining that the load is greater than a threshold;
selecting a nearest server as a recipient of a first part of the part of the directory tree;
transferring the first part to the nearest server; and
sending a message to a nearest longest prefix matching (LPM) switch to indicate that the first part was transferred.
16. The method of claim 15, wherein the load is a number of requests for files in a period of time, and wherein measuring the load comprises counting the number of requests in the period of time.
17. The method of claim 16, wherein the distributed storage system comprises a plurality of servers, wherein the directory tree is distributed over the plurality of servers, and wherein the server is in the plurality of servers.
transmitting a registration message to the nearest LPM switch to indicate that the server stores the part of the directory tree.
a transceiver configured to receive a user datagram protocol (UDP) request from a client, wherein the UDP request comprises a requested file and a directory for the file;
perform longest prefix matching (LPM) of the directory against an index table to determine a port; and
create an entry in a flow table that associates the client and the port.
20. The apparatus of claim 19, wherein the transceiver is further configured to receive a transport control protocol (TCP) request from the client, wherein the processor is further configured to look up the port from the flow table in response to receiving the TCP request, and wherein the apparatus further comprises a second transceiver configured to forward the TCP request toward a server via the port, wherein the server is one of a plurality of servers in a distributed storage system.
21. The apparatus of claim 20, wherein the second transceiver is further configured to receive a TCP response from the server, wherein the TCP response comprises at least a portion of the requested file, and wherein the transceiver is further configured to forward the TCP response to the client.
22. The apparatus of claim 20, wherein the second transceiver is further configured to receive a user datagram protocol (UDP) registration message from the server via the port, wherein the registration message contains at least one directory for which the server is responsible, and wherein the processor is further configured to create at least one entry in the index table that associates the port with the at least one directory.
US13913654 2012-12-31 2013-06-10 Scalable storage systems with longest prefix matching switches Active 2034-01-08 US9172743B2 (en)
US201261747670 true 2012-12-31 2012-12-31
US201361784783 true 2013-03-14 2013-03-14
US13913654 US9172743B2 (en) 2012-12-31 2013-06-10 Scalable storage systems with longest prefix matching switches
JP2015549979A JP6067880B2 (en) 2012-12-31 2013-12-31 Scalable storage system of the longest prefix matching switch
EP20130868836 EP2936776A4 (en) 2012-12-31 2013-12-31 Scalable storage systems with longest prefix matching switches
CN 201380068847 CN105027527A (en) 2012-12-31 2013-12-31 Scalable storage systems with longest prefix matching switches
PCT/CN2013/091094 WO2014101884A9 (en) 2012-12-31 2013-12-31 Scalable storage systems with longest prefix matching switches
US20140188981A1 true true US20140188981A1 (en) 2014-07-03
US9172743B2 US9172743B2 (en) 2015-10-27
ID=51018485
US13913654 Active 2034-01-08 US9172743B2 (en) 2012-12-31 2013-06-10 Scalable storage systems with longest prefix matching switches
US (1) US9172743B2 (en)
JP (1) JP6067880B2 (en)
CN (1) CN105027527A (en)
EP (1) EP2936776A4 (en)
WO (1) WO2014101884A9 (en)
CN100579016C (en) 2006-01-24 2010-01-06 华为技术有限公司 Distributing storage downloading system, device and method for network data
CN101227460B (en) 2007-01-19 2011-07-27 上海捷存软件有限公司 Method for uploading and downloading distributed document and apparatus and system thereof
CN101068163A (en) 2007-06-29 2007-11-07 华为技术有限公司 Method, device and network management system for realizing document transmission
JP6067880B2 (en) 2017-01-25 grant
WO2014101884A9 (en) 2015-07-23 application
US9172743B2 (en) 2015-10-27 grant
CN105027527A (en) 2015-11-04 application
EP2936776A1 (en) 2015-10-28 application
WO2014101884A1 (en) 2014-07-03 application
JP2016506679A (en) 2016-03-03 application
EP2936776A4 (en) 2016-04-13 application
Free format text: ASSIGNMENT OF ASSIGNORS INTEREST;ASSIGNORS:SHI, GUANGYU;WU, JIANMING;CHOI, BYUNG;REEL/FRAME:030578/0105