CN107480267A - A kind of method that file difference synchronizing speed is improved using locality - Google Patents

A kind of method that file difference synchronizing speed is improved using locality Download PDF

Info

Publication number
CN107480267A
CN107480267A CN201710708408.8A CN201710708408A CN107480267A CN 107480267 A CN107480267 A CN 107480267A CN 201710708408 A CN201710708408 A CN 201710708408A CN 107480267 A CN107480267 A CN 107480267A
Authority
CN
China
Prior art keywords
file
computer
fileinfo
files
blocks
Prior art date
Legal status (The legal status is an assumption and is not a legal conclusion. Google has not performed a legal analysis and makes no representation as to the accuracy of the status listed.)
Pending
Application number
CN201710708408.8A
Other languages
Chinese (zh)
Inventor
李洋
李振华
郭振格
Current Assignee (The listed assignees may be inaccurate. Google has not performed a legal analysis and makes no representation or warranty as to the accuracy of the list.)
WUXI QINGHUA INFORMATION SCIENCE AND TECHNOLOGY NATIONAL LABORATORY INTERNET OF THINGS TECHNOLOGY CENTER
Original Assignee
WUXI QINGHUA INFORMATION SCIENCE AND TECHNOLOGY NATIONAL LABORATORY INTERNET OF THINGS TECHNOLOGY CENTER
Priority date (The priority date is an assumption and is not a legal conclusion. Google has not performed a legal analysis and makes no representation as to the accuracy of the date listed.)
Filing date
Publication date
Application filed by WUXI QINGHUA INFORMATION SCIENCE AND TECHNOLOGY NATIONAL LABORATORY INTERNET OF THINGS TECHNOLOGY CENTER filed Critical WUXI QINGHUA INFORMATION SCIENCE AND TECHNOLOGY NATIONAL LABORATORY INTERNET OF THINGS TECHNOLOGY CENTER
Priority to CN201710708408.8A priority Critical patent/CN107480267A/en
Publication of CN107480267A publication Critical patent/CN107480267A/en
Pending legal-status Critical Current

Links

Classifications

    • GPHYSICS
    • G06COMPUTING; CALCULATING OR COUNTING
    • G06FELECTRIC DIGITAL DATA PROCESSING
    • G06F16/00Information retrieval; Database structures therefor; File system structures therefor
    • G06F16/10File systems; File servers
    • G06F16/16File or folder operations, e.g. details of user interfaces specifically adapted to file systems
    • GPHYSICS
    • G06COMPUTING; CALCULATING OR COUNTING
    • G06FELECTRIC DIGITAL DATA PROCESSING
    • G06F16/00Information retrieval; Database structures therefor; File system structures therefor
    • G06F16/10File systems; File servers
    • G06F16/17Details of further file system functions
    • G06F16/178Techniques for file synchronisation in file systems

Abstract

The present invention discloses a kind of method that file difference synchronizing speed is improved using locality, the local file B piecemeals that a computer b is stored in this method, check code is calculated respectively to each blocks of files, local file B fileinfo and the verification code table being calculated are sent to computer a, computer a stores the to be synchronized file A similar to B, computer a is when verification code division layer is contrasted from outside to inside, it is that the blocks of files adjacent with the blocks of files of matching is also likely to be that this feature of matching accelerates matching process using file locality, and then determine to match failed fileinfo, blocks of files corresponding to these information is sent to computer b, the blocks of files received and file B are carried out file splicing to realize file synchronization by computer b.The present invention can save a large amount of files for calculating the time, being adapted to synchronous comparison in difference to concentrate in the case of file locality is preferable.

Description

A kind of method that file difference synchronizing speed is improved using locality
Technical field
The present invention relates to Internet technical field, more particularly to a kind of improve file difference synchronizing speed using locality Method.
Background technology
Cloud storage has become a kind of trend of following storage development.At present on the one hand cloud storage service can be internet User provides the storage service of Large Copacity, on the other hand may also be used for carrying out the back-end data storage of the Internet, applications.Although Cloud storage service is convenient and practical, but the problem of being experienced there is influence Internet user that remain unchanged at present, and one of them is common Problem is exactly time-consuming longer when file synchronization is uploaded into cloud service, has a strong impact on Consumer's Experience.In order to solve the above problems, It was found that user, when carrying out file synchronization using cloud storage service, the file to be synchronized that user is uploaded is compared to high in the clouds text The difference locality overwhelming majority of part is fine, and domestic and international well-known cloud service such as Baidu's cloud, Dropbox etc. pc client The synchronous method of file differential coding is all employed to carry out file synchronization to reduce flow consumption, but this method file is same Leg speed degree is slow, and the speed-optimization not being compared.Wherein, Dropbox is a free nets file synchronization work Tool, it is the online storage service of Dropbox companies operation, realizes the file synchronization on internet by cloud computing, user can be with Store simultaneously shared file and file.
The content of the invention
It is an object of the invention to by it is a kind of using locality improve file difference synchronizing speed method, come solve with The problem of upper background section is mentioned.
To use following technical scheme up to this purpose, the present invention:
A kind of method that file difference synchronizing speed is improved using locality, it comprises the following steps:
S101, computer b read original document, by the local file B piecemeals of storage, obtain each of the local file B Blocks of files;
S102, the computer b calculate check code to each blocks of files of the local file B and generate check code respectively Table, the fileinfo of the local file B and verification code table are sent to computer a;
S103, the computer a are according to the fileinfo and verification code table of the local file B, foundation adjacent file block Locality matched with file A to be synchronized, and the obtained failed fileinfo of matching is fed back into the computer b;
S104, the computer b receive the failed fileinfo of the matching, and will match failed text with described Blocks of files corresponding to part information and local file B progress file splicings are synchronous to complete.
Especially, computer b calculates verification respectively to each blocks of files of the local file B described in the step S102 Code simultaneously generates verification code table, specifically includes:
The computer b each blocks of files of the local file B calculated respectively 32 rolling cryptographic Hash and 128 Cryptographic Hash, generation verification code table.
Especially, the step S102 is specifically included:
The computer b each blocks of files of the local file B calculated respectively 32 rolling cryptographic Hash and 128 Cryptographic Hash simultaneously stores to 16 bit check code Hash tables and verifies code table, by the fileinfo of the local file B and verification code table Send to computer a.
Especially, fileinfo described in the step S102 include but is not limited to file size, file block size and File block number.
Especially, the step S103 includes:Fileinfos and verification of the computer a according to the local file B Code table, traversal contrast check code are treated synchronous documents A and matched, locality and file A to be synchronized according to adjacent file block Matched, and the failed fileinfo of obtained matching is fed back into the computer b.
Especially, the step S103 is specifically included:The computer a treats synchronous documents A according to file block size, from Minimum blocks of files corresponding part starts with file block number, successively the current check part of Backwards selection, and calculates current verification 32 cryptographic Hash in partial check code, 32 cryptographic Hash are searched in the verification code table, are calculated after the match is successful current 128 cryptographic Hash in the check code of check part, 128 cryptographic Hash are searched in the verification code table, if matching twice Success, then the next check part adjacent with current check part need not calculate 32 cryptographic Hash, directly calculate 128 Hash It is worth and searches 128 cryptographic Hash in the verification code table, accelerates matching so as to realize;If it fails to match for current check part, The fileinfo of current check part respective file block is added to and matches failed fileinfo, until to described to be synchronized After file A is searched, the failed fileinfo of obtained matching is fed back into the computer b.
Especially, if the match is successful twice in the step S103, the next time verification adjacent with current check part Part need not calculate 32 cryptographic Hash, directly calculate 128 cryptographic Hash and search 128 Hash in the verification code table Value, is specifically included:
If the match is successful twice, the next check part adjacent with current check part need not calculate 32 Hash Value, directly calculate 128 cryptographic Hash and search 128 cryptographic Hash in the verification code table, and current check part is corresponding Blocks of files file block number and blocks of files positional information be added in matching files information.
Especially, the step S104 is specifically included:The computer b receives the failed fileinfo of the matching, And the corresponding blocks of files of failed fileinfo and the local file B will be matched with described according to the matching files information File splicing is carried out to complete synchronization.
A computer b is stored in the method proposed by the present invention that file difference synchronizing speed is improved using locality Local file B piecemeals, check code is calculated respectively to each blocks of files, by local file B fileinfo and is calculated Verification code table is sent to computer a, and computer a stores the to be synchronized file A similar to B, and computer a will verify code division layer It is that the blocks of files adjacent with the blocks of files of matching is also likely to be matching using file locality when being contrasted from outside to inside This feature accelerates matching process, and then determines to match failed fileinfo, and blocks of files corresponding to these information is sent out Computer b is delivered to, the blocks of files received and file B are carried out file splicing to realize file synchronization by computer b.The present invention exists A large amount of files for calculating the time, being adapted to synchronous comparison in difference to concentrate can be saved in the case of file locality is preferable.
Brief description of the drawings
Fig. 1 is the method flow diagram that the present invention improves file difference synchronizing speed using locality;
Fig. 2 is the algorithm flow chart for the method that the present invention improves file difference synchronizing speed using locality.
Embodiment
For the ease of understanding the present invention, the present invention is described more fully below with reference to relevant drawings.In accompanying drawing Give presently preferred embodiments of the present invention.But the present invention can realize in many different forms, however it is not limited to this paper institutes The embodiment of description.On the contrary, the purpose for providing these embodiments is made to the more thorough of the disclosure understanding Comprehensively.Unless otherwise defined, the skill of technical field of all of technologies and scientific terms used here by the article with belonging to the present invention The implication that art personnel are generally understood that is identical.It is specific that term used in the description of the invention herein is intended merely to description Embodiment purpose, it is not intended that in limitation the present invention.Term as used herein " and/or " include one or more correlations Listed Items arbitrary and all combination.
It refer to shown in Fig. 1, Fig. 1 is the method stream provided by the invention that file difference synchronizing speed is improved using locality Cheng Tu.
The method for being improved file difference synchronizing speed in the present embodiment using locality is specifically comprised the following steps:
S101, computer b read original document, by the local file B piecemeals of storage, obtain each of the local file B Blocks of files.It should be noted that the computer b stored is ancient deed i.e. local file B before synchronization, the computer That a is stored is file A to be synchronized.To observe and utilizing locality, it is necessary to embody the locality characteristic of file, so needs pair File block.
S102, the computer b calculate check code to each blocks of files of the local file B and generate check code respectively Table, the fileinfo of the local file B and verification code table are sent to computer a.
Specifically, the computer b each blocks of files of the local file B is calculated respectively 32 rolling cryptographic Hash and The cryptographic Hash of 128 simultaneously stores to 16 bit check code Hash tables and verifies code table, by the fileinfo of the local file B and school Code table is tested to send to computer a.In the present embodiment the fileinfo include but is not limited to file size, file block size with And file block number.The rolling Hash of weak check value i.e. 32 of 32 is calculated using Adler32 algorithms in the present embodiment Value and the cryptographic Hash that strong check value i.e. 128 of 128 are calculated using MD5 algorithms.
S103, the computer a are according to the fileinfo and verification code table of the local file B, foundation adjacent file block Locality matched with file A to be synchronized, and the obtained failed fileinfo of matching is fed back into the computer b。
Specifically, the computer a is contrasted according to the fileinfo and verification code table of the local file B using traversal The method of check code is treated synchronous documents A and matched, locality and file A to be synchronized progress according to adjacent file block Match somebody with somebody, and the failed fileinfo of obtained matching is fed back into the computer b:
The computer a treats synchronous documents A according to file block size, from corresponding with the blocks of files that file block number is minimum Part starts, the current check part of Backwards selection, and calculate 32 cryptographic Hash in the check code of current check part successively, 32 cryptographic Hash are searched in the verification code table, 128 Hash in the check code of current check part are calculated after the match is successful Value, 128 cryptographic Hash are searched in the verification code table, if the match is successful twice, under adjacent with current check part Secondary check part need not calculate 32 cryptographic Hash, directly calculate 128 cryptographic Hash and search 128 in the verification code table Cryptographic Hash, and the file block number of blocks of files corresponding to current check part and blocks of files positional information are added to matching files In information, so as to realize the acceleration of matching process;If it fails to match for current check part, by current check part respective file block Fileinfo be added to and match failed fileinfo, until after searching the file A to be synchronized, will obtain The failed fileinfo of matching feed back to the computer b.
S104, the computer b receive the failed fileinfo of the matching, and will match failed text with described Blocks of files corresponding to part information and local file B progress file splicings are synchronous to complete.
Specifically, the computer b receives the failed fileinfo of the matching, and according to the matching files information Blocks of files corresponding with the fileinfo that the matching is failed is subjected to file splicing to complete together with the local file B Step.
As shown in Fig. 2 based on the above-mentioned method that file difference synchronizing speed is improved using locality, the present embodiment gives The specific algorithm flow of this method, comprises the following steps:
S201, computer b read original document, by the local file B piecemeals, to obtain local file B each file Block;
S202, the computer b calculate each blocks of files of the local file B check code respectively, and by the local The fileinfo and verification code table of file are sent to computer a;
S203, the computer a treat synchronous documents A according to the file block size, from the file block number most Small blocks of files corresponding part starts, successively the current check part of Backwards selection, and calculates in the check code of current check part 32 cryptographic Hash, in the check code Hash table search 32 cryptographic Hash;
S204,128 cryptographic Hash in the check code of current check part are calculated, searched in the check code Hash table 128 cryptographic Hash.Wherein, carried out under conditions of step S204 is after when step S203 is searched, the match is successful.
S205, the next check part adjacent with current check part need not calculate 32 cryptographic Hash, directly calculate 128 Position cryptographic Hash simultaneously searches 128 cryptographic Hash in the check code Hash table, to reach the effect for accelerating matching.Wherein, step S205 be after when step S204 is searched, the match is successful under conditions of carry out.
S206, the fileinfo of current check part respective file block is added to matched in failed fileinfo. Wherein, the current check part is the check part that it fails to match, and step is after in S203 or S204 lookups, it fails to match Under conditions of carry out.
S207, the computer b receive the failed fileinfo of the matching, and will match failed text with described Blocks of files corresponding to part information and local file B progress file splicings are synchronous to complete.
The local file B piecemeals that a computer b is stored in technical scheme, each blocks of files is distinguished Check code is calculated, local file B fileinfo and the verification code table being calculated are sent to computer a, computer a and stored The to be synchronized file A similar to B, computer a utilizes file locality when verification code division layer is contrasted from outside to inside I.e. the blocks of files adjacent with the blocks of files of matching is also likely to be that this feature of matching accelerates matching process, and then determines With failed fileinfo, blocks of files corresponding to these information is sent to the file that will be received to computer b, computer b Block carries out file splicing to realize file synchronization with file B.The present invention can save a large amount of in the case of file locality is preferable The time is calculated, the file for being adapted to synchronous comparison in difference to concentrate.
It is to pass through one of ordinary skill in the art will appreciate that realizing all or part of flow in above-described embodiment Computer program instructs the hardware of correlation to complete, and described program can be stored in a computer read/write memory medium, The program is upon execution, it may include such as the flow of the embodiment of above-mentioned each method.Wherein, described storage medium can be magnetic disc, CD, read-only memory (Read-Only Memory, ROM) or random access memory (Random Access Memory, RAM) etc..
Pay attention to, above are only presently preferred embodiments of the present invention and institute's application technology principle.It will be appreciated by those skilled in the art that The invention is not restricted to specific embodiment described here, can carry out for a person skilled in the art various obvious changes, Readjust and substitute without departing from protection scope of the present invention.Therefore, although being carried out by above example to the present invention It is described in further detail, but the present invention is not limited only to above example, without departing from the inventive concept, also Other more equivalent embodiments can be included, and the scope of the present invention is determined by scope of the appended claims.

Claims (8)

  1. A kind of 1. method that file difference synchronizing speed is improved using locality, it is characterised in that comprise the following steps:
    S101, computer b read original document, by the local file B piecemeals of storage, obtain each file of the local file B Block;
    S102, the computer b calculate check code to each blocks of files of the local file B and generate verification code table respectively, will The fileinfo and verification code table of the local file B is sent to computer a;
    S103, the computer a are according to the fileinfo and verification code table of the local file B, the office according to adjacent file block Portion's property is matched with file A to be synchronized, and the failed fileinfo of obtained matching is fed back into the computer b;
    S104, the computer b receive the failed fileinfo of the matching, and will match failed file letter with described Blocks of files corresponding to breath and local file B progress file splicings are synchronous to complete.
  2. 2. the method according to claim 1 that file difference synchronizing speed is improved using locality, it is characterised in that described Computer b described in step S102 calculates check code to each blocks of files of the local file B and generates verification code table respectively, tool Body includes:
    The computer b each blocks of files of the local file B is calculated respectively 32 rolling cryptographic Hash and the Hash of 128 Value, generation verification code table.
  3. 3. the method according to claim 2 that file difference synchronizing speed is improved using locality, it is characterised in that described Step S102 is specifically included:
    The computer b each blocks of files of the local file B is calculated respectively 32 rolling cryptographic Hash and the Hash of 128 It is worth and stores to 16 bit check code Hash tables and verify code table, the fileinfo of the local file B and verification code table is sent To computer a.
  4. 4. the method according to claim 3 that file difference synchronizing speed is improved using locality, it is characterised in that described Fileinfo described in step S102 includes but is not limited to file size, file block size and file block number.
  5. 5. the method according to claim 4 that file difference synchronizing speed is improved using locality, it is characterised in that described Step S103 includes:The computer a is according to the fileinfo and verification code table of the local file B, traversal contrast check code Treat synchronous documents A to be matched, matched according to the locality of adjacent file block with file A to be synchronized, and will obtain Match failed fileinfo and feed back to the computer b.
  6. 6. the method according to claim 5 that file difference synchronizing speed is improved using locality, it is characterised in that described Step S103 is specifically included:The computer a treats synchronous documents A according to file block size, from minimum with file block number Blocks of files corresponding part starts, successively the current check part of Backwards selection, and calculates 32 in the check code of current check part Position cryptographic Hash, 32 cryptographic Hash are searched in the verification code table, in the check code that current check part is calculated after the match is successful 128 cryptographic Hash, it is described verification code table in search 128 cryptographic Hash, if twice the match is successful, with current check portion The adjacent next check part of split-phase need not calculate 32 cryptographic Hash, directly calculate 128 cryptographic Hash and in the verification code table 128 cryptographic Hash of middle lookup, accelerate matching so as to realize;If it fails to match for current check part, and current check part is corresponding The fileinfo of blocks of files, which is added to, matches failed fileinfo, until after searching the file A to be synchronized, The failed fileinfo of obtained matching is fed back into computer b.
  7. 7. the method according to claim 6 that file difference synchronizing speed is improved using locality, it is characterised in that described If the match is successful twice in step S103, the next check part adjacent with current check part need not calculate 32 Kazakhstan Uncommon value, directly calculate 128 cryptographic Hash and search 128 cryptographic Hash in the verification code table, specifically include:
    If the match is successful twice, the next check part adjacent with current check part need not calculate 32 cryptographic Hash, Directly calculate 128 cryptographic Hash and 128 cryptographic Hash are searched in the verification code table, and will be literary corresponding to current check part The file block number and blocks of files positional information of part block are added in matching files information.
  8. 8. the method according to claim 7 that file difference synchronizing speed is improved using locality, it is characterised in that described Step S104 is specifically included:The computer b receives the failed fileinfo of the matching, and is believed according to the matching files Breath is same to complete with local file B progress file splicings by blocks of files corresponding with the fileinfo that the matching is failed Step.
CN201710708408.8A 2017-08-17 2017-08-17 A kind of method that file difference synchronizing speed is improved using locality Pending CN107480267A (en)

Priority Applications (1)

Application Number Priority Date Filing Date Title
CN201710708408.8A CN107480267A (en) 2017-08-17 2017-08-17 A kind of method that file difference synchronizing speed is improved using locality

Applications Claiming Priority (1)

Application Number Priority Date Filing Date Title
CN201710708408.8A CN107480267A (en) 2017-08-17 2017-08-17 A kind of method that file difference synchronizing speed is improved using locality

Publications (1)

Publication Number Publication Date
CN107480267A true CN107480267A (en) 2017-12-15

Family

ID=60600966

Family Applications (1)

Application Number Title Priority Date Filing Date
CN201710708408.8A Pending CN107480267A (en) 2017-08-17 2017-08-17 A kind of method that file difference synchronizing speed is improved using locality

Country Status (1)

Country Link
CN (1) CN107480267A (en)

Cited By (1)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
CN111787074A (en) * 2020-06-18 2020-10-16 杭州美创科技有限公司 File synchronization method and terminal

Citations (9)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
CN101908077A (en) * 2010-08-27 2010-12-08 华中科技大学 Duplicated data deleting method applicable to cloud backup
CN102065098A (en) * 2010-12-31 2011-05-18 网宿科技股份有限公司 Method and system for synchronizing data among network nodes
CN102831222A (en) * 2012-08-24 2012-12-19 华中科技大学 Differential compression method based on data de-duplication
CN103685509A (en) * 2013-12-12 2014-03-26 深圳市彩讯科技有限公司 Method for synchronizing file delta
CN104023085A (en) * 2014-06-25 2014-09-03 武汉大学 Security cloud storage system based on increment synchronization
CN104243508A (en) * 2013-06-07 2014-12-24 富鸿康科技(深圳)有限公司 Server, client side and file synchronization method
CN105554081A (en) * 2015-12-09 2016-05-04 华为技术有限公司 File difference transmission method and device
CN105872017A (en) * 2016-03-18 2016-08-17 清华大学 Method and apparatus for carrying out file differential encoding synchronization at web page side
US20160267112A1 (en) * 2015-03-09 2016-09-15 International Business Machines Corporation File transfer system using file backup times

Patent Citations (9)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
CN101908077A (en) * 2010-08-27 2010-12-08 华中科技大学 Duplicated data deleting method applicable to cloud backup
CN102065098A (en) * 2010-12-31 2011-05-18 网宿科技股份有限公司 Method and system for synchronizing data among network nodes
CN102831222A (en) * 2012-08-24 2012-12-19 华中科技大学 Differential compression method based on data de-duplication
CN104243508A (en) * 2013-06-07 2014-12-24 富鸿康科技(深圳)有限公司 Server, client side and file synchronization method
CN103685509A (en) * 2013-12-12 2014-03-26 深圳市彩讯科技有限公司 Method for synchronizing file delta
CN104023085A (en) * 2014-06-25 2014-09-03 武汉大学 Security cloud storage system based on increment synchronization
US20160267112A1 (en) * 2015-03-09 2016-09-15 International Business Machines Corporation File transfer system using file backup times
CN105554081A (en) * 2015-12-09 2016-05-04 华为技术有限公司 File difference transmission method and device
CN105872017A (en) * 2016-03-18 2016-08-17 清华大学 Method and apparatus for carrying out file differential encoding synchronization at web page side

Cited By (2)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
CN111787074A (en) * 2020-06-18 2020-10-16 杭州美创科技有限公司 File synchronization method and terminal
CN111787074B (en) * 2020-06-18 2023-04-21 杭州美创科技股份有限公司 File synchronization method and terminal

Similar Documents

Publication Publication Date Title
US11495238B2 (en) Audio fingerprinting
US8028229B2 (en) Document merge
CN106934063B (en) Homomorphic encrypted ciphertext retrieval method oriented to cloud computing application
CN105447166A (en) Keyword based information search method and system
JP2011170667A (en) File-synchronizing system, file synchronization method, and file synchronization program
US8370390B1 (en) Method and apparatus for identifying near-duplicate documents
CN104809256A (en) Data deduplication method and data deduplication method
CN107480267A (en) A kind of method that file difference synchronizing speed is improved using locality
CN110765469A (en) Efficient and robust dynamic searchable symmetric encryption method and system
CN105868344A (en) Information processing method and electronic equipment
Khoshnavataher et al. Developing monolingual Persian corpus for extrinsic plagiarism detection using artificial obfuscation
CN116644146A (en) Document searching method, device and system, electronic equipment and storage medium
CN110275881A (en) The method and apparatus that vector pushes object to user are embedded in based on Hash
AU2018265614A1 (en) Data storage method and apparatus
CN110019056A (en) Container separated from meta-data for cloud layer
US9654472B2 (en) Storage count verification system
Hutomo Utilizing virtual idol “Luo Tianyi” to promote traditional culture to the Generation Z
Brimberg et al. Generating good starting solutions for the p-median problem in the plane
JP4347086B2 (en) Pattern matching apparatus and method, and program
Grace et al. Efficiency calculation of mined web navigational patterns
CN104765828B (en) A kind of generation of dictionary data table and application process and device
CN104156350B (en) Text semantic meaning extraction method based on thin division MapReduce
CN104765829B (en) A kind of information retrieval method and device
US10324919B2 (en) Custom object paths for object storage management
KR102289411B1 (en) Weighted feature vector generation device and method

Legal Events

Date Code Title Description
PB01 Publication
PB01 Publication
SE01 Entry into force of request for substantive examination
SE01 Entry into force of request for substantive examination
RJ01 Rejection of invention patent application after publication

Application publication date: 20171215

RJ01 Rejection of invention patent application after publication