WO2012140093A1 - Cache memory structure and method - Google Patents
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- WO2012140093A1 WO2012140093A1 PCT/EP2012/056594 EP2012056594W WO2012140093A1 WO 2012140093 A1 WO2012140093 A1 WO 2012140093A1 EP 2012056594 W EP2012056594 W EP 2012056594W WO 2012140093 A1 WO2012140093 A1 WO 2012140093A1
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- G—PHYSICS
- G06—COMPUTING OR CALCULATING; COUNTING
- G06F—ELECTRIC DIGITAL DATA PROCESSING
- G06F16/00—Information retrieval; Database structures therefor; File system structures therefor
- G06F16/10—File systems; File servers
- G06F16/18—File system types
- G06F16/1873—Versioning file systems, temporal file systems, e.g. file system supporting different historic versions of files
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- G—PHYSICS
- G06—COMPUTING OR CALCULATING; COUNTING
- G06F—ELECTRIC DIGITAL DATA PROCESSING
- G06F16/00—Information retrieval; Database structures therefor; File system structures therefor
- G06F16/90—Details of database functions independent of the retrieved data types
- G06F16/95—Retrieval from the web
- G06F16/957—Browsing optimisation, e.g. caching or content distillation
- G06F16/9574—Browsing optimisation, e.g. caching or content distillation of access to content, e.g. by caching
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- G—PHYSICS
- G06—COMPUTING OR CALCULATING; COUNTING
- G06F—ELECTRIC DIGITAL DATA PROCESSING
- G06F16/00—Information retrieval; Database structures therefor; File system structures therefor
- G06F16/20—Information retrieval; Database structures therefor; File system structures therefor of structured data, e.g. relational data
- G06F16/23—Updating
- G06F16/2308—Concurrency control
- G06F16/2315—Optimistic concurrency control
- G06F16/2329—Optimistic concurrency control using versioning
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- G—PHYSICS
- G06—COMPUTING OR CALCULATING; COUNTING
- G06F—ELECTRIC DIGITAL DATA PROCESSING
- G06F16/00—Information retrieval; Database structures therefor; File system structures therefor
- G06F16/10—File systems; File servers
- G06F16/17—Details of further file system functions
- G06F16/172—Caching, prefetching or hoarding of files
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- G—PHYSICS
- G06—COMPUTING OR CALCULATING; COUNTING
- G06F—ELECTRIC DIGITAL DATA PROCESSING
- G06F16/00—Information retrieval; Database structures therefor; File system structures therefor
- G06F16/10—File systems; File servers
- G06F16/18—File system types
- G06F16/182—Distributed file systems
Definitions
- the present invention relates in general to the field of data processing and particular to distributed client/server software architectures where data cache files a distributed over a plurality of middleware processing nodes from a master databas Still more specifically, the present invention relates to a method and a system to ke ⁇ controlling versions of the distributed cache files notably for middleware applicatr processes that make use of them.
- the client/server model which has emerged in the late 1980s is a versatile ai modular software architecture that was devised to improve usability, flexibilii interoperability, and scalability as compared to centralized, mainframe, time sharir computing that was the norm at that time.
- the client/server architecture has sim progressively completely replaced the previous mainframe software architectun where all intelligence was within the central host computer and where users interact* with the host through dumb terminals. If mainframes are still however in use it is or as powerful servers in various client/server architectures where dumb terminals ha ⁇ also been replaced by intelligent graphical user interfaces (GUI) capable of self processing the received and transmitted data from/to servers.
- GUI graphical user interfaces
- the data tier 100 is traditionally built around a master database system 120, possibly a large or very large repository of all the data necessary to the daily operation of any business organization, company or enterprise in order to conduct all sorts of commercial and administrative operations.
- Database is mostly of the relational type, i.e. , is under the control of a relational database management system or RDBMS. It is typically administrated through one or more master servers 1 12 by administrators of the data processing system from GUI's 140. Administrators are generally the sole users of the system authorized to update directly database contents.
- the intermediate or middle tier of the exemplary 3-tier system of Figure 1 is the application tier 200 from where all the specific software applications 240 of the organization, owner of the data processing system, are run.
- This collection of specific applications often globally referred to as the middleware software, is the proprietary software of the organization. It is used to serve all organization's remote clients from its repository of data 120 through the master servers 1 10. Remote clients form the third tier 300 of the 3-tier architecture. Queries from client tier 300 are thus processed and responded by the specific applications of the intermediate tier 200 on data fetched from the data tier 100.
- the application tier 200 is generally comprised of several independent processing nodes that are referred to, in the following description, as slave nodes 210. Then, a common practice to prevent data tier 100 from being overwhelmed by too many data requests from an increasing number of slave nodes, is to have the applicative processes 240 working on pieces of data brought from the master database and stored in each application node as long as necessary.
- this takes the form of cache files 250 on which the applicative processes 240 can work without having to incur long delays to get them from the master database through the master servers each time they are needed.
- processing power and software applications are thus distributed, i.e., replicated, on as many nodes 210 as necessary to reach the level of processing power necessary to serve all remote clients 300 of the system. So are the distributed cache files 250.
- cache files 250 are typically shared between all applicative processes 240 running on the node. To this end, cache files are stored as memory-mapped files in shared-memory 230 in order to let all applicative processes have a fast access to the pieces of data, coming from the master database, on which they have to work.
- cache files 250 implemented as memory-mapped files 10, are structured in two parts. First part is a data area 20 that stores all applicative data content of a memory-mapped file while second part is a control area 30 which holds the control data.
- the data area is further split in two parts organized as two linked lists of data blocks.
- One of the linked lists 23 holds a previous level of data, i.e., the old data, under the form of inactive data blocks 24.
- the other linked list 21 stores the current level of data in active data blocks 22.
- active and inactive linked data blocks share the same memory-mapped file area, i.e.: the data area 20.
- the control area 30 indicates which linked list contains the active data.
- a flip-flop mechanism part of the control area, allows toggling between active 31 and inactive 32 pointers to the linked lists of data blocks so that any applicative process reading a memory-mapped file is always given access to up-to-date data.
- the data blocks of the inactive part are first cleared to be filled with the new incoming data.
- control area is edited so that the above flip-flop mechanism flips between active and inactive parts within the data area of a memory shared file.
- the above current mechanism raises two issues:
- a first issue deals with the amount of new data to be stored versus the actual size of the memory-mapped file.
- the memory-mapped file size cannot be changed dynamically to follow rise or reduction of the data to store.
- a memory- mapped file cannot be actually updated.
- content of corresponding cache file becomes outdated.
- a manual action is then required to correct the problem.
- the size of the memory-mapped file must be increased before resuming replication. Conversely, much memory resources are wasted when memory-mapped files are over-sized. Also, when the amount of data to store decreases the current mechanism cannot take advantage of it in reducing the size of the memory-mapped file.
- a second issue occurs during replication if, for any reason, process fails completing normally. Since active and inactive data blocks share a same data area, writing into the inactive part of the data area can also possibly corrupt the active part of the memory-mapped file. If the replication process fails writing the full list of data blocks the corresponding linked list is indeed corrupted. Unpredictable results must then be expected like addressing blocks of the active part thus breaking the data area division between active and inactive parts.
- - size of memory-mapped files is a static parameter that needs to be set manually and which leads to waste much memory resources if over sized for the application;
- the invention relates to a cache structure comprising a data area with a plurality of cache files each storing one version of a set of data; a control area comprising at least one release area, said release area comprising at least one version area with plural version sections each storing at least one key addressing data of one single cache file, as many offsets as version sections, each offset pointing to one version section.
- An intermediary structure is thus formed separate from the data area.
- control area is a file separate from the data area so that a better protection of the control portion versus the data portion is provided.
- three offsets and three version sections are provided which enables pointing steps differing from the conventional flip flop mechanism.
- the use of three offsets render the shift between versions more secure and preserve the availability to data by applicative processes even in case of crash during an update stage.
- one of the three offsets may be used to maintain an access - even transitory - to the replaced version section; thus applicative processes which started working with the previously current version section can continue operating even if a new version section has been introduced and is effective (i.e. can be accessed as current version section).
- the shift to a new version section always starts by resetting the memory of that version section.
- the invention also relates to a method for controlling access to data stored in a cache memory during update stages comprising the steps of:
- FIGURE 1 illustrates a 3-tier computing architecture of the prior art in which the invention is carried out.
- FIGURE 2 illustrates a cache file structure of the prior art.
- FIGURE 3 shows how the invention is implemented with the help of a version control file in the middle tier of a 3-tier computing architecture.
- FIGURE 4 shows a basic structure of the version control file.
- FIGURES 5a to 5i illustrate the steps of the method to add in an atomic way a new data snapshot in the shared-memory.
- FIGURE 6 shows a first enhancement brought to the basic structure of the version control file to optimize updating process and to handle concurrent writes.
- FIGURES 7a to 7d describe the addition of a new key in the enhanced structure of the enhanced structure of the version control file.
- FIGURE 8 discusses a second enhancement brought to the version structure that allows memory size of release areas to be increased when necessary.
- - data area here means a portion of cache memory where data are stored and are subject to writing and reading operations when accessed by processes.
- reading operations are made by applicative processes whereas writing operations are administrator's tasks.
- the data are made available to the applicative processes for reading purpose.
- the data are organized in sets of data, each representing the definition of an object.
- a list of rules or fare definitions or flight schedule data of an airline computerized system can be used as objects.
- An object can also consist in the content of a single data field.
- the objects defined by sets of data are typically subject to modification usually reflecting modifications made in a master database by an administrator which means that the sets of data need to be updated or replaced.
- the objects can also be grouped by package.
- different lists of rules handling flight schedules can be grouped in a flight schedule package.
- the package can still be view as a single object, i.e. set of data.
- the term snapshot is also used in the description as corresponding to one version of set of data defining one object, or given versions of set of objects.
- One cache file is advantageously but not limitatively dedicated to each snapshot or version of a set of data.
- the data of the data area are for access by at least one applicative process - which here means any computer process run by at least one processor of at least one computer device- to which these data are helpful.
- Applicative processes may comprise read processes of a search engine such as a fare search engine used in global distribution systems of the travel industry.
- Conventional hardware means can be implemented to support the cache of the invention.
- the data access mode can rely on shared-memory current techniques and on memory-mapped file concept which enables a correspondence between the physical storage of data and the applicative process view of these data.
- control area here means a portion of the cache used to control the access by processes to the data of the data area presented above.
- the control area is preferably contained within one or several dedicated files of the cache, segregated from the data area. Said file is hereafter called control file or version control file. It will be later described that the control area may co act with other control means in embodiments where an entry poi nt area is i m plemented . And a pl u ral ity of control areas, advantageously each in a separate file, can be used.
- - area (as used for the control area, the data area or the entry point area) refers broadly to a portion of the cache memory which may not be a continuous segment of said memory.
- keys represent small size data specifying the address of stored data.
- the value of a key provides the location of the corresponding stored data.
- Keys does not necessarily address sets of data of the same size: a key can be used to access a specific field in a set of data describing a sigger object. A different key can be used to access the area where the set of data of the object are, or the area where the objects are. Another key can be used to access a previous snapshot of the object. A set of keys is used to access different snapshots of same object. Each set of data in the data area is uniquely identified by a key. Keys are preferably kept small, but can have any arbitrary size. The sole constraint is that each set of data must be associated to a unique fixed key.
- version control area The purpose of the version control area is to materialize each key into a way to access to the data set, by example by linking it to a memory address. Therefore a key might be considered as equivalent to an address or access link for the comprehension of the invention.
- the version section contains a structure (like map) allowing adding or removing keys.
- Snapshots of data can be grouped by domain. The same control structure is applied at domain level.
- control area comprises now a main release area with main version sections, each of said main version sections comprising, for each domain, domain definition data including an access link to a dedicated release area, said domain release area
- the main release area comprises as many main offsets as main version sections, and, for each domain release area as many domain offsets as domain version sections.
- the control area can also be managed using release area concept.
- the entry point control area is comprising now:
- an entry point release area comprising entry version sections, each defining an access link to one separate control area.
- the entry point control area comprises as many entry offsets as entry version sections, each entry offset pointing to one entry version section.
- the invention is also directed towards a computer program product storing a computer program comprising instructions adapted to perform the invention's method.
- the program can be stored in any transitory medium such as any computer readable memory.
- Figure 3 shows, in the 3-tier architecture environment discussed in the background section, how the invention is implemented with the help of a version control file.
- each shared-memory 230 uses in each shared-memory 230 an intermediary cache file 220.
- this file is used to manage all accesses from applicative processes 240 to the various levels of cache files 250 stored in the shared-memory. As shown, all the applicative processes 240 go now trough the version control file 220 to access the cache files 250 and implement a corruption-free replication mechanism.
- the control area implemented with the version control file 220 can be viewed as a map structure in which the keys are the versioned data and the values the location of the given version of the data.
- the cache version control is made accessible in the following ways:
- the cache version control can contain a finite amount of keys. Whenever it is necessary to add a new key the invention manages to allocate new area in shared-memory when this finite amount is reached.
- Figure 4 shows a basic structure of the control area corresponding to the control file 220.
- Atomicity of a group of several write operations is obtained in shared-memory while maintaining precedence of read-only operations over writes, i .e. , without interrupting the read service, in organizing the version control as explained hereafter:
- a data partition of the shared memory, named data area 410, is devoted to store all snapshots of data received at any given time.
- Each data snapshot is stored in its own dedicated area 420 of shared memory; such dedicated area 420 is preferably one cache file 250 depicted in figure 3.
- An area of shared memory is aimed at controlling versions of the received data snapshots, i.e., indicate which data snapshot is the current one.
- the release area indicates which one is the current data snapshot among one or several sets of data.
- the shared-memory data area 420 has not to be of a p re-determined size. Size is computed at building time to fulfil the requirements of the software applications using the shared-memory. On the contrary, the shared-memory release area has a fixed size which is divided into four sub-areas as follows:
- One area 440 contains the offsets 442 to address three version sections contained in a version area 450.
- the three version sections consist of:
- a current version section 454 which contains the address (otherwise said a key) of the current snapshot of each set of data
- - a new version section 456 which contains the address of the new or latest data snapshot of the sets of data
- an old version section 452 contains the address of each data snapshot previously identified as current.
- Each version section has a fixed size and can only handle a maximum finite number of snapshots. This means that a finite number of keys addressing snapshots can be handled.
- Figures 5a to 5i illustrate the steps of the method to add in an atomic way a new data snapshot in the shared-memory.
- step 2 a preliminary step which is discussed hereafter, the first following step or step 2 consists in clearing the new version section 456, i.e., setting all bits to zero (457). Then, the new version section 456 is initialized (458); i.e., internal structure containing couple ⁇ key, location value> is created at next step 3. The result of this latter step is shown in Figure 5b.
- the next step 4, shown in Figure 5c, consists in storing the new data snapshot in a new area 420 of the data area 410. This is done either by storing a completely new data snapshot or by first retrieving the current data snapshot and applying updates on it. However, in both cases, the snapshot is advantageously stored in a new data area 420.
- step 5 content of the current version section 454 is copied in the new version section 456 so that the key links 455 address the same data snapshots as the one of the current version section 454. This is shown in Figure 5d.
- step 6 as shown in Figure 5e, the new version section 456 is then modified to address (link 459) instead the data area 420 containing the new data snapshot.
- the offsets 442 of the area 440 are modified in such a way that:
- the old offset now addresses the current section 454;
- the current offset now addresses the new section 456;
- the new offset now addresses the old section 452.
- step 1 during which consistency of offsets 442 in the area 440 is checked is aimed at handling failure cases that may occur during write operations within the area 440.
- two offsets may, after a failure, address (see reference 451) the same version section.
- the new or old offset of area 440 can be simply corrected to take care of this. Correction simply applies on which one of the new and old offsets that also targets the current section.
- FIG. 5g is an example of the status in which the release area 430 is left after a failure has corrupted the area 440 while attempting to add a new data snapshot 420 in the data area 410.
- the situation after offsets 442 have been recovered is equivalent to the one shown in Figure 5e.
- the snapshot addition is however not cancelled and is considered to have successfully completed. Indeed, the read operations can actually target the current version section, which is now the just newly built version section 456. However, because the updating operation has not completed normally, the new offset of area 440 still address (see 453) the current version section 456. To prevent step 1 of next write operation from erasing the newly built version section, on the basis that this section is also the current one, consistency of offsets must be checked and corrections applied at step 1. Offset inconsistencies are easily detected since the new offset and the current offset address 453 the same version section 456. This is indicative that failure has occurred just after step 72. To recover completely from failure, the new offset is set to address the previous old version section, i.e., the remaining version section not addressed by any offset, 452 in this example.
- Figure 5h shows such an example where the process of adding a new snapshot 422 fails after step 72.
- the status of the release area, after recovery of the offsets performed a step 1 is shown in Figure 5i.
- the new control section has been corrected to address (see 455) the correct version section, i.e. , 452 in this example. It is worth noting here that if process fails after step 73 this has no detrimental consequence since the atomic snapshot addition has already completed.
- Figure 6 shows a first enhancement to optimize updating process and to handle concurrent writes.
- the invention operates in an environment where the number of new key insertions is usually small as compared to the number of updates of specific key values.
- the operation of the basic structure of the version control described in previous Figures 4 and 5 suffers from one limitation.
- the invention enhances the cache control structure previously described in creating a main release area 436 and plural release areas 432, 434 which now specifically handle values of inserted keys whereas the main release area 436 holds domain key definitions to access these release areas which are, in this context, named domain release area.
- the data of the data area are distributed in various domains.
- the domains will usually not be of the same size and each corresponds to a group of sets of data, the nature of which shares some common points.
- a domain can be assigned to rules for one airline and another domain can be assigned to rules of another airline.
- Figure 6 shows through an example how the basic structure of the release area is enhanced.
- the release area 430 discussed previously is now replaced by release areas 432, 434 used in conjunction with the main release area 436 holding in this example two domain keys, i.e.: 1A-POS and AF-MKT, each with their own versions.
- the main release area 436 is simply used to reference the stored keys which are associated with their own release areas, respectively: 434 and 432 in this example. All the links to the value release areas are shown with reference 610.
- the processes of adding one domain key (this may occur in particular when a new object is to be added in the cache) and modifying a key value are described hereafter.
- Figures 7a to 7d describe the addition of a new domain key in the enhanced structure of Figure 6. It is shown how new domain key definition data and values are added respectively in the main release area 436 and the release area 432.
- the main release area 436 and a certain number of value release areas are pre-constructed.
- the most efficient way of managing memory is then to allocate a number of release areas matching the maximum capacity of the main release area 436.
- Figure 7a shows the initial step of the process, i.e.: step 10, where main release area 436 holds only one domain key, i.e.: 1A-POS.
- the main release area 436 comprises main control sections A, B, C which address the domain release area: "1A-POS release area" 434 which holds the location/key of various snapshot versions of the object 1A-POS, namely: 1A-POS versions 2, 3 and 4, respectively in the old, current and new domain version areas of this dependent domain release area.
- Specific links 612 are created between main and dependent domain release area 434.
- the domain release area 434 comprises offsets as described in reference with the first embodiment of the invention. This is also the case for the main release area 436.
- Figures 6 and 7 show that the main release area 436 also includes offsets here called main offsets.
- main offsets In the example the structures of the main release area 436 and of the release areas 432, 434 are similar; however the number of offsets and main offsets may vary, although we use 3 offsets in both cases in our example.
- step 1 1 is shown in Figure 7b where a new domain key, i.e. AF-MKT, is added in main release area 436 and a corresponding value release area 432 attributed.
- a new domain key i.e. AF-MKT
- main release area 436 a new domain key
- corresponding value release area 432 attributed.
- definition data of this new domain key are defined in the main release area 436 for providing a specific link 614 which addresses the dependent domain release area 432.
- step 12 shown on Figure 7c the process described in Figure 5 is applied. Offsets are modified so that the new inserted domain key AF-MKT V1 in the dependent domain release area 432 becomes the current key (620).
- the main offsets of the main release area 436 are modified to designate the key main version section C as becoming the current key path in 630. This is done at step 13 and result is shown on Figure 7d.
- the write operation i.e., the addition of a new domain key, has completed successfully.
- the updating of an object is done as explained in Figure 5. Only specific values need then to be updated which requires the manipulation of those values only at the level of the domain release area 432, 434; thus, avoiding the copy of a whole section of the main release area 436 during this operation.
- one mutex i.e. , a piece of code devised to avoid the simultaneous use of a common resource by processes, is created authorizing write access by value and one for the main release area.
- the processes described above are made re-entrant by acquiring the relevant mutex(es) at the beginning of the write operation.
- Figure 8 discusses a second enhancement brought to the version structure that allows memory size of release areas to be increased in order to solve the previously mentioned issue that they are of a fixed size.
- an entry point area 710 is used which can be a memory segment of the cache.
- the role of the entry point area 710 is thus to reference several control areas each advantageously made of a control file 220 holding the control data.
- the entry point area 710 is preferably another cache file that contains an entry point release area which itself comprises entry sections 715, 716, 717.
- the entry sections each contain the position and maximum capacity 712 of one control file actually holding one version control area structure described in previous figures, i.e., 720 and 730 in this example.
- the entry point area 710 has preferably the same global structure as the release areas and also comprises offsets here called entry offsets.
- the write process When adding a key, the write process performs the following steps:
- a new control area is created with an increased size. For example, in Figure 8, a file such as 730 is created. 3. Data from the current control area are copied into the new one. Optionally, if it is necessary to retrieve the old values, the whole content of the cache values are copied; otherwise, only the current values are copied.
- the current entry offset 719 is switched to entry section (717) pointing to the created control area 730.
- the entry point area 710 uses the structure describes in Figures 4 and 5 so that to allow current control area to be switched without disturbing read accesses.
- the entry point needs only to contain a structure of fixed size, it never requires new allocations and can serve as a fixed entry point.
- the policy for computing the new control area capacity may be freely adapted and should result of a compromise between the number of times this procedure needs to be applied and the overall memory space.
- Read accesses first read the entry point area to retrieve the current control area.
- the latter is reached at the main release area the current main offset of which specifies the current main version section.
- the current main version section provides the key link to reach the right domain release area.
- the domain release area's current offset points to the domain version section addressing the data area 420 to be accessed.
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Priority Applications (8)
| Application Number | Priority Date | Filing Date | Title |
|---|---|---|---|
| JP2014504303A JP5976779B2 (en) | 2011-04-12 | 2012-04-11 | Cache memory structure and method |
| CN201280025509.0A CN103562915B (en) | 2011-04-12 | 2012-04-11 | cache memory structure and method |
| KR1020137030021A KR101623631B1 (en) | 2011-04-12 | 2012-04-11 | Cache memory structure and method |
| SG2013076393A SG194482A1 (en) | 2011-04-12 | 2012-04-11 | Cache memory structure and method |
| CA2832799A CA2832799C (en) | 2011-04-12 | 2012-04-11 | Cache memory structure and method |
| AU2012241870A AU2012241870B2 (en) | 2011-04-12 | 2012-04-11 | Cache memory structure and method |
| BR112013026279A BR112013026279A2 (en) | 2011-04-12 | 2012-04-11 | cache structure, method for controlling access to data stored in a cache during computer program update and product stages |
| ZA2013/07607A ZA201307607B (en) | 2011-04-12 | 2013-10-11 | Cache memory structure and method |
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| EP11305430A EP2511835A1 (en) | 2011-04-12 | 2011-04-12 | Cache memory structure and method |
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| US13/068,143 | 2011-05-03 | ||
| US13/068,143 US8539157B2 (en) | 2011-04-12 | 2011-05-03 | Cache memory structure and method |
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| WO2012140093A1 true WO2012140093A1 (en) | 2012-10-18 |
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| US (1) | US8539157B2 (en) |
| EP (2) | EP3467671B1 (en) |
| JP (1) | JP5976779B2 (en) |
| KR (1) | KR101623631B1 (en) |
| CN (1) | CN103562915B (en) |
| AU (1) | AU2012241870B2 (en) |
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| ES (1) | ES2824782T3 (en) |
| SG (1) | SG194482A1 (en) |
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| ZA (1) | ZA201307607B (en) |
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| US20140136247A1 (en) * | 2012-11-15 | 2014-05-15 | Amadeus S.A.S. | Use of group materialization rate to release inventory space |
| CN105426483B (en) * | 2015-11-19 | 2019-01-11 | 华为技术有限公司 | A kind of file reading and device based on distributed system |
| US10545990B2 (en) * | 2016-03-31 | 2020-01-28 | Veritas Technologies Llc | Replication between heterogeneous storage systems |
| US10572260B2 (en) * | 2017-12-29 | 2020-02-25 | Intel Corporation | Spatial and temporal merging of remote atomic operations |
| US11989255B2 (en) * | 2021-12-30 | 2024-05-21 | Monday.com Ltd. | Client-side sorting and updating of paginated data obtained from a server |
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| US20060136516A1 (en) * | 2004-12-16 | 2006-06-22 | Namit Jain | Techniques for maintaining consistency for different requestors of files in a database management system |
| US7257689B1 (en) * | 2004-10-15 | 2007-08-14 | Veritas Operating Corporation | System and method for loosely coupled temporal storage management |
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| JP2513060B2 (en) * | 1990-03-15 | 1996-07-03 | 日本電気株式会社 | Failure recovery type computer |
| US5274799A (en) * | 1991-01-04 | 1993-12-28 | Array Technology Corporation | Storage device array architecture with copyback cache |
| US6981104B2 (en) * | 2002-07-12 | 2005-12-27 | Hewlett-Packard Development Company, L.P. | Method for conducting checkpointing within a writeback cache |
| US7296151B2 (en) * | 2003-11-20 | 2007-11-13 | International Business Machines Corporation | Apparatus, system, and method for sharing a cached security profile in a database environment |
| US7644239B2 (en) * | 2004-05-03 | 2010-01-05 | Microsoft Corporation | Non-volatile memory cache performance improvement |
| US7353242B2 (en) | 2004-07-09 | 2008-04-01 | Hitachi, Ltd. | File server for long term data archive |
| US9171161B2 (en) * | 2006-11-09 | 2015-10-27 | International Business Machines Corporation | Trusted device having virtualized registers |
| US8176282B2 (en) * | 2009-03-11 | 2012-05-08 | Applied Micro Circuits Corporation | Multi-domain management of a cache in a processor system |
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| US7257689B1 (en) * | 2004-10-15 | 2007-08-14 | Veritas Operating Corporation | System and method for loosely coupled temporal storage management |
| US20060136516A1 (en) * | 2004-12-16 | 2006-06-22 | Namit Jain | Techniques for maintaining consistency for different requestors of files in a database management system |
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| EP3467671A1 (en) | 2019-04-10 |
| CA2832799C (en) | 2017-07-04 |
| KR101623631B1 (en) | 2016-05-23 |
| JP2014510985A (en) | 2014-05-01 |
| AU2012241870A1 (en) | 2013-05-09 |
| ES2824782T3 (en) | 2021-05-13 |
| SG194482A1 (en) | 2013-12-30 |
| CN103562915A (en) | 2014-02-05 |
| BR112013026279A2 (en) | 2019-09-24 |
| EP2511835A1 (en) | 2012-10-17 |
| CA2832799A1 (en) | 2012-10-18 |
| ZA201307607B (en) | 2015-12-23 |
| US8539157B2 (en) | 2013-09-17 |
| JP5976779B2 (en) | 2016-08-24 |
| AU2012241870B2 (en) | 2015-03-26 |
| US20120265939A1 (en) | 2012-10-18 |
| KR20140031260A (en) | 2014-03-12 |
| EP3467671B1 (en) | 2020-07-15 |
| CN103562915B (en) | 2017-05-24 |
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