CN106788455B - A kind of building method of the optimal partial repairable system code based on packet - Google Patents

A kind of building method of the optimal partial repairable system code based on packet Download PDF

Info

Publication number
CN106788455B
CN106788455B CN201611073014.1A CN201611073014A CN106788455B CN 106788455 B CN106788455 B CN 106788455B CN 201611073014 A CN201611073014 A CN 201611073014A CN 106788455 B CN106788455 B CN 106788455B
Authority
CN
China
Prior art keywords
symbol
partial
code
matrix
system code
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.)
Active
Application number
CN201611073014.1A
Other languages
Chinese (zh)
Other versions
CN106788455A (en
Inventor
李雪朋
毛国平
刘轩
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.)
Shaanxi Shang Shang Mdt Infotech Ltd
Original Assignee
Shaanxi Shang Shang Mdt Infotech Ltd
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 Shaanxi Shang Shang Mdt Infotech Ltd filed Critical Shaanxi Shang Shang Mdt Infotech Ltd
Priority to CN201611073014.1A priority Critical patent/CN106788455B/en
Publication of CN106788455A publication Critical patent/CN106788455A/en
Application granted granted Critical
Publication of CN106788455B publication Critical patent/CN106788455B/en
Active legal-status Critical Current
Anticipated expiration legal-status Critical

Links

Classifications

    • HELECTRICITY
    • H03ELECTRONIC CIRCUITRY
    • H03MCODING; DECODING; CODE CONVERSION IN GENERAL
    • H03M13/00Coding, decoding or code conversion, for error detection or error correction; Coding theory basic assumptions; Coding bounds; Error probability evaluation methods; Channel models; Simulation or testing of codes
    • H03M13/03Error detection or forward error correction by redundancy in data representation, i.e. code words containing more digits than the source words
    • H03M13/05Error detection or forward error correction by redundancy in data representation, i.e. code words containing more digits than the source words using block codes, i.e. a predetermined number of check bits joined to a predetermined number of information bits
    • H03M13/09Error detection only, e.g. using cyclic redundancy check [CRC] codes or single parity bit

Landscapes

  • Physics & Mathematics (AREA)
  • Probability & Statistics with Applications (AREA)
  • Engineering & Computer Science (AREA)
  • Theoretical Computer Science (AREA)
  • Information Retrieval, Db Structures And Fs Structures Therefor (AREA)
  • Data Exchanges In Wide-Area Networks (AREA)

Abstract

The building method of the invention discloses a kind of optimal partial repairable system code based on packet, its implementation is: constructing the packet for being used to generate optimal partial repairable system code by the parameters of given object code, then by the available non-partial test symbol rank number n of these parameters2Value;According to obtained n2The size of value can choose using two different method construct optimal partial repairable system codes.The present invention passes through the division to set X in packet, reduce the number that the existing sign bit repaired is participated in during repairing loss in failed disk or damaging data, and then storage overhead is reduced, update efficiency is reduced, the local repairable system code ultimately generated is optimal.

Description

A kind of building method of the optimal partial repairable system code based on packet
Technical field
The invention belongs to coding techniques field more particularly to a kind of constructions of the optimal partial repairable system code based on packet Method can be used for the reparation of loss or damaged data in disk failure node under distributed memory system.
Background technique
Large-scale cloud storage and distributed file system have had reached very big scale, as the elastomer block of Amazon is deposited Store up EBS and Google file system GoogleFS.In this case, disk failure has become normality.In such systems, it is Data when disk failure are protected, there are two types of common solutions.The first scheme is to be copied directly to data grouping not Same disk, to ensure the integrality of information.This scheme is most simple but needs huge storage overhead.Second scheme It is that the data stored to needs can divide MDS code to encode using maximum distance.In general, real system can preferentially select this side Case.If k information symbol position is extended to n sign bit by coding, any information sign bit in k information symbol position When losing or damaging, maximum distance can divide MDS code only to need using k sign bit in existing n-1 sign bit, can be extensive The information symbol position of loss of appearing again or damage.The disks different with copying to are compared, and maximum distance can divide MDS code significant Improve redundancy and reliability.Nevertheless, one includes n sign bit, the maximum distance of k information symbol position can divide MDS code There is also disadvantages, i.e., no matter when restore the sign bit that one is lost or damaged and require to take out k existing symbols from disk Position participates in repairing, and especially in large-scale distributed file system, maximum distance can divide the storage overhead of MDS code larger.
Summary of the invention
In view of the deficiency of the prior art, the purpose of the present invention is be to propose a kind of optimal partial based on packet The building method of repairable system code, to solve the problems, such as that required storage overhead is excessive during distributed storage, is reduced in magnetic The number for the existing sign bit repaired is participated in disk malfunctioning node repair process, is reduced and is updated efficiency.
To achieve the goals above, the present invention is as follows using technical solution:
A kind of building method of the optimal partial repairable system code based on packet, it is desirable to the optimal repairable system code of construction For object code, the packet for being used to generate optimal partial repairable system code is constructed by the parameters of given object code, Non- partial test symbol rank number n2 is obtained by these parameters again, can choose according to the size of n2 value using two different sides Method constructs optimal partial repairable system code, specifically carries out as follows:
Step 1: it is configured to generate the packet of optimal partial repairable system code;
Step 2: fetching portion check character column number n1 and non-partial test symbol rank number n2;
Step 3: optimal partial repairable system code is obtained.
Further according to the building method of the optimal partial repairable system code, it is configured to generate described in step 1 The packet of optimal partial repairable system code;
The dividing condition of original information data is described with packet, one (k, R, 1) packet is come with a binary group (X, β) It indicates, wherein k indicates that shared k original information data needs to divide, i.e., the information symbol in original information data is k shared, k The collection of a information symbol position composition is combined into X, and the subset available symbols B of X indicates that symbol B is also referred to as block, can be with as element using block B Obtain set β;
The set X is divided into different blocks, does not have intersection under the division mode between block and block, all pieces of union is just It is set X, different blocks can have different element numbers, for the set β being made of block B, all pieces of element in set β Number is combined and just constitutes set R, and the element of set R is positive integer and maximum value is no more than k;
If each block B has identical element number r, set R that can be denoted as R={ r }, r indicates have in a code word When one information symbol bit loss or damage, r sign bit in the existing n-1 sign bit of true form word is at most needed to participate in The information symbol bit recovery that can will be lost or damage wraps (k, R, 1) at this time and is equivalent to packet (k, r, 1);
Each division mode of set X can all obtain some pieces, by the block obtained under all division modes and together Total block is just obtained, any one element of set X is indicated with symbol a, if symbol a only goes out in t block in total block It is existing, then claim to wrap (k, R, 1) be it is regular, be denoted as t- regular (k, R, 1) packet;
If the division mode of set X has u kind, u >=2 then claim to wrap (X, β) to be decomposable, available symbols (k, R, 1;U) table Show, it is clear that (k, R, 1;U) packet is u- rule (k, R, 1;U) it wraps.
Further according to the building method of the optimal partial repairable system code, fetching portion check character in step 2 Column number n1 and non-partial test symbol rank number n2;
If symbol G=(e1,e2,...,ek|p1,p2,...,pn-k) be object code generator matrix, generator matrix G is by k × k Unit matrix I and k × (n-k) P matrix composition, unit matrix I respective column indicates with symbol ei, and P matrix respective column accords with Number pi is indicated, with symbol supp (pi) indicate the set of the corresponding line number of all non-zero value in the column of P matrix i-th, symbol | supp (pi) | indicate the number of all non-zero value in the column of P matrix i-th;
If the i-th column of P matrix meet | supp (pi) |≤r, then the column can be denoted as partial test symbol rank, and symbol n1 is indicated The number of all partial test symbol ranks in one generator matrix G;
If the i-th column of P matrix are unsatisfactory for | supp (pi) |≤r, then the column can be denoted as non-partial test symbol rank, symbol n2 Indicate the number of all non-partial test symbol ranks in a generator matrix G;
There is n sign bit, k information symbol position for one, smallest hamming distance is (n, k, d) liner code of d, can To obtain n1+n2+ k=n, wherein smallest hamming distance d indicates to correspond to the different quantity in position between any two code word in code C Minimum value;
It is available according to the parameter of given object codeIt indicates that n1 takes to be not more thanIt is whole Number, symbol δ indicates to delete the minimum range minimum value of obtained code after a sign bit of yard C, by n1+n2+ k=n can obtain non- Partial test symbol rank number n2=n-n1-k。
Further according to the building method of the optimal partial repairable system code, optimal partial is obtained described in step 3 Repairable system code, according to the size of non-partial test symbol rank number n2 value, n2=0 and when n2 > 0, respectively correspond a kind of optimal The building method of local repairable system code generator matrix, by the available optimal partial repairable system code of generator matrix.
Further according to the building method of the optimal partial repairable system code, non-partial test symbol rank number n2= When 0, the packet (X, β) that a data acquisition system X only has a kind of division mode is constructed, data acquisition system X is divided into n1 block, with n1 block For the set β of element, it is denoted as β={ B1,B2,...,Bn1, by each block B in βi(1≤i≤n1) line number is rewritten as k, it arranges The partial test symbol rank pi of k × 1 that number is 1, is full 0 matrix when pi is initial, and i is the serial number of corresponding blocks Bi;
If the element of i-th piece of corresponding set Bi can be expressed as Bi1,Bi2,...,Bi|Bi|, | Bi| it is the i-th set of blocks Bi Element number, by the correspondence B in partial test symbol rank pii1,Bi2,...,Bi|Bi|Capable value is set to 1;
Each section check character column pi is arranged in order to k × n of composition1Submatrix is combined with (k × k) unit matrix, Obtain the generator matrix G=(e of optimal partial repairable system code1,e2,...,ek|p1,p2,...,pn1);
By k position original information data symbol M=(m to be encoded1,m2,m3,...,mk) indicate, M=(m1,m2, m3,...,mk) it is also referred to as the information bit matrix of 1 × k, G indicates the generator matrix of the optimal partial repairable system code of k × n, by Expression formula M × G=C can obtain optimal partial repairable system code.
Further according to the building method of the optimal partial repairable system code, non-partial test symbol rank number n2 > 0 When, MDS code can be divided to construct optimal partial repairable system code using decomposable and maximum distance,
The decomposition type of X is u in decomposable (X, β), is denoted as β respectively12,...,βu, the u kind isolation β of Xu In i-th piece of Bui element for being included be denoted as Bui1,Bui2,...,Bui|Bui|, | Bui| it is the number in i-th piece comprising element;
By βuIn i-th piece be rewritten as behavior k, be classified as the 1 full 0 check character column of k × 1 pui, the pui indicates set X The column that i-th piece of conversion under u kind isolation generates;
By the B in puiui1,Bui2,...,Bui|Bui|Capable value, which is successively set to maximum distance, can divide the generation square of MDS code Battle array G'=(e1,e2,...,ek|p1,p2,...pn-k) in i-th arrange Bui1,Bui2,...,Bui|Bui|Capable value, residual value are constant;
Each pui Leie sequence, which is arranged whole replacement maximum distance, can divide the k+1 to k+u in the generator matrix G' of MDS code Column, obtain the generator matrix G of optimal partial repairable system code;
By k position original information data symbol M=(m to be encoded1,m2,m3,...,mk) indicate, M=(m1,m2, m3,...,mk) it is also referred to as the information bit matrix of 1 × k, G indicates the generator matrix of the optimal partial repairable system code of k × n, by Expression formula M × G=C can obtain optimal partial repairable system code.
Compared with prior art, the present invention has following technical effect that
The building method of optimal partial repairable system code proposed by the present invention based on packet, by set X in packet It divides, reduces the number for participating in the existing sign bit repaired in disk failure node repair process, and then reduce storage Expense reduces update efficiency, is optimal the local repairable system code ultimately generated.Wherein, efficiency is updated to refer to when letter There is a sign bit to change in breath sign bit, the maximum value for the sign bit number for needing to change in code C.Update efficiency is indicated with t, T >=d, as t=d, code C has optimal update efficiency.Here smallest hamming distance d indicates right between any two code word in code C The minimum value for the quantity for answering position different.
Detailed description of the invention
Fig. 1 is the flow chart of the building method of the optimal partial repairable system code of the present invention based on packet.
Specific embodiment
Technical solution of the present invention is described in detail below in conjunction with drawings and examples, so that those skilled in the art The protection scope that member can be more clearly understood the solution of the present invention, but be not intended to limit the present invention.
As shown in Figure 1, passing through each of given object code assuming that it is desired that the optimal repairable system code of construction is object code Item parameter can construct the packet for being used to generate optimal partial repairable system code, then by the available non-part of these parameters Check character column number n2Value, according to obtained n2The size of value can choose using the optimal office of two different method constructs Portion's repairable system code.A kind of building method specific steps of optimal partial repairable system code based on packet of the present invention are such as Under:
Step 1: it is configured to generate the packet of optimal partial repairable system code.
Packet can be used for the dividing condition of original information data to describe, mono- binary of (k, R, a 1) Bao Keyong Group (X, β) indicates that wherein k indicates that shared k original information data needs to divide, i.e. information symbol in original information data K shared, the collection of k information symbol position composition is combined into X.The subset available symbols B of X indicates that symbol B is also referred to as block, is with block B The available set β of element.A kind of division mode is given, corresponding data acquisition system X can be divided into different blocks, the division There is no intersection under mode between block and block, all pieces of union is exactly set X.Different blocks can have different element numbers, For the set β being made of block B, in set β, all pieces of element number, which is combined, just constitutes set R.It can be seen that set R Element be that positive integer and maximum value are no more than k.
If each block B has identical element number r, set R that can be denoted as R={ r }, r is indicated when in a code word When having an information symbol bit loss or damage, r sign bit in the existing n-1 sign bit of true form word is at most needed to participate in The information symbol bit recovery that just can will be lost or damage wraps (k, R, 1) at this time and is equivalent to packet (k, r, 1).Each of set X Division mode can all obtain some pieces, total block just be obtained by the block obtained under all division modes and together, with symbol a table Show any one element of set X, if symbol a only occurs in t block in total block, then claims to wrap (k, R, 1) to be rule , it is denoted as t- regular (k, R, 1) packet.If the division mode of set X has a u kind, u >=2, then claim to wrap (X, β) be it is decomposable, can use Symbol (k, R, 1;U) it indicates, it is clear that (k, R, 1;U) packet is u- rule (k, R, 1;U) it wraps.
Given one contains the data acquisition system X={ 1,2,3,4,5,6,7,8 } of 8 elements, provides its correspondence by above-mentioned knowledge Four kinds of zoned formats be respectively as follows:
β1={ { 2,3,8 }, { 6,7,4 }, { 1,5 } }, β2={ { 3,4,1 }, { 7,8,5 }, { 2,6 } }
β3={ { 4,5,2 }, { 8,1,6 }, { 3,7 } }, β4={ { 5,6,3 }, { 1,2,7 }, { 4,8 } }
(X, β) be one (8, { 3,2 }, 1;4) decomposable, wherein β is β1234Union.
Step 2: fetching portion check character column number n1 and non-partial test symbol rank number n2.
If symbol G=(e1,e2,...,ek|p1,p2,...,pn-k) be object code generator matrix, generator matrix G is by k × k Unit matrix I and k × (n-k) P matrix composition, unit matrix I respective column indicates with symbol ei, and P matrix respective column accords with Number pi is indicated.With symbol supp (pi) indicate the set of the corresponding line number of all non-zero value in the column of P matrix i-th.Symbol | supp (pi) | indicate the number of all non-zero value in the column of P matrix i-th, if the i-th column of P matrix meet | supp (pi) |≤r, then the column can be denoted as Partial test symbol rank, symbol n1 indicate the number of all partial test symbol ranks in a generator matrix G;If the i-th of P matrix Column are unsatisfactory for | supp (pi) |≤r, then the column can be denoted as non-partial test symbol rank, and symbol n2 is indicated in a generator matrix G The number of all non-partial test symbol ranks.
There is n sign bit, k information symbol position for one, smallest hamming distance is (n, k, d) liner code of d, can To obtain n1+n2+ k=n, wherein smallest hamming distance d indicates to correspond to the different quantity in position between any two code word in code C Minimum value.It is available according to the parameter of given object codeIt indicates that n1 takes to be not more thanIt is whole Number, symbol δ indicates to delete the minimum range minimum value of obtained code after a sign bit of yard C here, by n1+n2+ k=n can Obtain non-partial test symbol rank number n2=n-n1-k。
Step 3: optimal partial repairable system code is obtained.
According to the size of non-partial test symbol rank number n2 value (n2 value is non-negative), n2 is that 0 and n2 is respectively corresponded when being greater than 0 A kind of building method of optimal partial repairable system code generator matrix, can be repaired by the available optimal partial of generator matrix and be System code.Specific step is as follows for each method:
(3-1) is when non-partial test symbol rank number n2 is 0.
Construct the packet (X, β) that a data acquisition system X only has a kind of division mode, under the division mode, data acquisition system X can be with It is divided into n1 block, is denoted as β={ B by the set β of element of n1 block1,B2,...,Bn1, by each block B in βi(1≤i≤ n1) line number is rewritten as k, the partial test symbol rank pi of k × 1 that columns is 1, is that (i is corresponding blocks Bi to full 0 matrix when pi is initial Serial number).
If the element of i-th piece of corresponding set Bi can be expressed as Bi1,Bi2,...,Bi|Bi|(|Bi| it is the i-th set of blocks Bi Element number), by the correspondence B in partial test symbol rank pii1,Bi2,...,Bi|Bi|Capable value is set to 1.
Each section check character column pi is arranged in order to k × n of composition1Submatrix is combined with (k × k) unit matrix, Obtain the generator matrix G=(e of optimal partial repairable system code1,e2,...,ek|p1,p2,...,pn1)。
By k position original information data symbol M=(m to be encoded1,m2,m3,...,mk) indicate, M=(m1,m2, m3,...,mk) it is also referred to as the information bit matrix of 1 × k.G indicates the generator matrix of the optimal partial repairable system code of k × n, by Expression formula M × G=C can obtain optimal partial repairable system code.
(3-2) is when non-partial test symbol rank number n2 is greater than 0.
In this case, MDS code can be divided to construct optimal partial repairable system code using decomposable and maximum distance, Specific step is as follows:
The decomposition type of X is u in decomposable (X, β), is denoted as β respectively12,...,βu, the u kind isolation β of Xu In i-th piece of Bui element for being included be denoted as Bui1,Bui2,...,Bui|Bui|, | Bui| it is the number in i-th piece comprising element.
By βuIn i-th piece be rewritten as behavior k, be classified as the 1 full 0 check character column of k × 1 pui, the pui indicates set X The column that i-th piece of conversion under u kind isolation generates.
By the B in puiui1,Bui2,...,Bui|Bui|Capable value, which is successively set to maximum distance, can divide the generation square of MDS code Battle array G'=(e1,e2,...,ek|p1,p2,...pn-k) in i-th arrange Bui1,Bui2,...,Bui|Bui|Capable value, residual value are constant.
Each pui Leie sequence, which is arranged whole replacement maximum distance, can divide the k+1 to k+u in the generator matrix G' of MDS code Column, obtain the generator matrix G of optimal partial repairable system code.
By k position original information data symbol M=(m to be encoded1,m2,m3,...,mk) indicate, M=(m1,m2, m3,...,mk) it is also referred to as the information bit matrix of 1 × k.G indicates the generator matrix of the optimal partial repairable system code of k × n, by Expression formula M × G=C can obtain optimal partial repairable system code.
The specific embodiment based on innovative principle of the present invention is given below, it is assumed that it is desirable that the optimal partial constructed can be repaired Complex system code length n is 16, i.e. each code word has 16 sign bits.Remember the letter of original information data in distributed memory system Cease sign bit digit k=8, note restore one lose or damage information symbol position at most need in r=3 code C it is existing its His sign bit participates in, and the minimum range for deleting obtained code after a code bit of yard C is at least δ=4.
Embodiment one
In the step (3-1) when n2 is equal to 0.
Construction one contains the data acquisition system X={ 1,2,3,4,5,6,7,8 } of 8 elements, it is assumed that the division side of data acquisition system X Method only has one kind, by step 1 it is found that the division of a 3- rule (8,3,1) packet can be denoted as:
β={ { 2,3,8 }, { 3,4,1 }, { 4,5,2 }, { 5,6,3 }, { 6,7,4 }, { 7,8,5 }, { 8,1,6 }, { 1,2,7 } }
Partial test symbol rank number n1 can be indicated are as follows:
Non- partial test symbol rank number n2 can be indicated are as follows:
n2=n-n1- k=16-8-8=0.
The 1st block of set β is { 2,3,8 }, refers to the subset of X, the corresponding column vector of block the 2nd, 3, the values of 8 rows be 1, remaining row value is 0, is denoted as { 0,1,0,0,0,0,0,1 }T.2nd to 8 piece sequentially generates 7 column vectors respectively, by 8 arrange to Amount is sequentially placed into the right side of k × k unit matrix, obtains the generator matrix of optimal partial repairable system code:
Embodiment two
In the step (3-2) when n2 is greater than 0.
If maximum distance can divide the generator matrix of MDS code to be W, it may be assumed that
Construction one contains the data acquisition system X={ 1,2,3,4,5,6,7,8 } of 8 elements, from step 1, it is assumed that data There are two types of the division methods of set X, is denoted as respectively: β1={ { 2,3,8 }, { 6,7,4 }, { 1,5 } }, β2={ 3,4,1 }, 7,8, 5},{2,6}}。
Partial test symbol rank number n1 can be indicated are as follows:
Non- partial test symbol rank number n2 can be indicated are as follows:
n2=n-n1- k-20-8-8=4 > 0
Data acquisition system X is denoted as β there are two types of division mode respectively12, maximum distance can divide in the generator matrix W of MDS code 9th, 10 column will be replaced.Method is as follows:
β1, have 2 three blocks, respectively { 2,3,8 }, { 6,7,4 }, { 1,5 }, then the matrix for substituting the 9th column in W is one 3 × 8 new matrix.The first row of new matrix the 2nd, 3, the 2nd of the values of 8 rows and the 9th column in W the, 3, the value of 8 rows it is identical.Newly The secondary series of matrix the 6th, 7, the 6th of the values of 4 rows and the 9th column in W the, 7, the value of 4 rows it is identical.Tertial the of new matrix 1, the value of 5 rows in W the 9th column the 1st, the value of 5 rows it is identical.
β1,β2There are three blocks, respectively { 3,4,1 }, { 7,8,5 }, and { 2,6 }, then substituting the matrix that the in W the 10th arranges is also One 3 × 8 new matrix.The first row of new matrix the 3rd, 4, the 3rd of the value of 1 row and the 10th column in W the, 4, the value phase of 1 row Together.The secondary series of new matrix the 7th, 8, the 7th of the values of 5 rows and the 10th column in W the, 8, the value of 5 rows it is identical.The third of new matrix Column the 2nd, the 2nd of the values of 6 rows and the 10th column in W the, the value of 6 rows it is identical.
According to above method, 2 new matrixes are obtained, replaces the 9th, 10 in W to arrange with this 2 new matrixes and has just obtained most The generator matrix of excellent part repairable system code:
The above is only the preferred embodiment of the present invention is described, technical solution of the present invention is not limited to This, those skilled in the art's made any known deformation on the basis of major technique design of the invention belongs to the present invention Claimed technology scope, the specific protection scope of the present invention are subject to the record of claims.

Claims (3)

1. a kind of building method of the optimal partial repairable system code based on packet, which is characterized in that it is desirable that the optimal of construction can Repair system code is object code, constructs one by the parameters of given object code and is for generating optimal partial and can repair The packet of system code, then non-partial test symbol rank number n2 is obtained by these parameters, it is selected using two kinds not according to the size of n2 value Same method construct optimal partial repairable system code specifically carries out as follows:
Step 1: it is configured to generate the packet of optimal partial repairable system code;
Step 2: fetching portion check character column number n1 and non-partial test symbol rank number n2;
Step 3: optimal partial repairable system code is obtained:
According to the size of non-partial test symbol rank number n2 value, when n2=0 and n2 > 0, respectively corresponds a kind of optimal partial and can repair The building method of complex system code generator matrix, by the available optimal partial repairable system code of generator matrix,
When non-partial test symbol rank number n2=0, the packet (X, β) that a data acquisition system X only has a kind of division mode is constructed, number It is divided into n1 block according to set X, using n1 block as the set β of element, is denoted as β={ B1, B2..., Bn1, by each block in β BiBeing rewritten as line number is k, the partial test symbol rank pi of k × 1 that columns is 1, is full 0 matrix when pi is initial, and i is corresponding blocks Bi's Serial number, 1≤i≤n1;If the element of i-th piece of corresponding set Bi can be expressed as Bi1, Bi2..., Bi|Bi|, | Bi| it is i-th piece The element number of set Bi, by the correspondence B in partial test symbol rank pii1, Bi2..., Bi|Bi|Capable value is set to 1;It will be each Partial test symbol rank pi is arranged in order k × n of composition1Submatrix is combined with (k × k) unit matrix, obtains optimal partial Generator matrix G=(the e of repairable system code1, e2..., ek|p1, p2..., pn1);By the position k original information data to be encoded With symbol M=(m1, m2, m3..., mk) indicate, M=(m1, m2, m3..., mk) it is also referred to as the information bit matrix of 1 × k, G indicates k The generator matrix of the optimal partial repairable system code of × n can obtain optimal partial repairable system code by expression formula M × G=C,
When non-partial test symbol rank number n2 > 0, it can divide MDS code construction optimal partial can using decomposable and maximum distance Repair system code, the decomposition type of X is u in decomposable (X, β), is denoted as β respectively1, β2..., βu, the u kind isolation of X βuIn i-th piece of Bui element for being included be denoted as Bui1, Bui2..., Bui|Bui|, | Bui| it is the number in i-th piece comprising element; By βuIn i-th piece be rewritten as behavior k, be classified as the 1 full 0 check character column of k × 1 pui, the pui indicates that set X u kind is divided The column that i-th piece of conversion under solution mode generates;By the B in puiui1, Bui2..., Bui|Bui|Capable value be successively set to it is maximum away from From the generator matrix G '=(e that can divide MDS code1, e2..., ek|p1, p2... pn-k) in i-th arrange Bui1, Bui2..., Bui|Bui| Capable value, residual value are constant;Each pui Leie sequence, which is arranged whole replacement maximum distance, can divide in the generator matrix G ' of MDS code K+1 to k+u column, obtain the generator matrix G of optimal partial repairable system code;K position original information data to be encoded is used Symbol M=(m1, m2, m3..., mk) indicate, M=(m1, m2, m3..., mk) be also referred to as the information bit matrix of 1 × k, G indicate k × The generator matrix of the optimal partial repairable system code of n can obtain optimal partial repairable system code by expression formula M × G=C.
2. the building method of optimal partial repairable system code according to claim 1, which is characterized in that described in step 1 It is configured to generate the packet of optimal partial repairable system code;
The dividing condition of original information data is described with packet, one (k, R, 1) packet carrys out table with a binary group (X, β) Show, wherein k indicates that shared k original information data needs to divide, i.e., the information symbol in original information data is k shared, k The collection of information symbol position composition is combined into X, and the subset available symbols B of X indicates that symbol B is also referred to as block, can obtain by element of block B To set β;
The set X is divided into different blocks, does not have intersection under the division mode between block and block, and all pieces of union is exactly to collect X is closed, different blocks has different element numbers, and all pieces of element number is combined one in the set β being made of block B, set β It rises and just constitutes set R, the element of set R is positive integer and maximum value is no more than k;
If each block B has identical element number r, set R that can be denoted as R={ r }, r indicates there is one in a code word When information symbol bit loss or damage, at most need the r sign bit participation in the existing n-1 sign bit of true form word just can be with The information symbol bit recovery that will be lost or damage wraps (k, R, 1) at this time and is equivalent to packet (k, r, 1);
Each division mode of set X can all obtain some pieces, by the block obtained under all division modes and together must To total block, any one element of set X is indicated with symbol a, if symbol a only occurs in t block, then in total block Claim packet (k, R, 1) be it is regular, be denoted as t- regular (k, R, 1) packet;
If the division mode of set X has u kind, u >=2 then claim to wrap (X, β) to be decomposable, available symbols (k, R, 1;U) it indicates, Obviously (k, R, 1;U) packet is u- rule (k, R, 1;U) it wraps.
3. the building method of optimal partial repairable system code according to claim 1 or claim 2, which is characterized in that in step 2 Fetching portion check character column number n1 and non-partial test symbol rank number n2;
If symbol G=(e1, e2..., ek|p1, p2..., pn-k) be object code generator matrix, generator matrix G by k × k list Bit matrix I and k × (n-k) P matrix form, and unit matrix I respective column is indicated with symbol ei, P matrix respective column symbol pi It indicates, with symbol supp (pi) indicate the set of the corresponding line number of all non-zero value in the column of P matrix i-th, symbol | supp (pi) | table Show the number of all non-zero value in the column of P matrix i-th;
If the i-th column of P matrix meet supp (pi) |≤r, then the column can be denoted as partial test symbol rank, and symbol n1 indicates a life At the number of partial test symbol ranks all in matrix G;
If the i-th column of P matrix are unsatisfactory for supp (pi) |≤r, then the column can be denoted as non-partial test symbol rank, and symbol n2 indicates one The number of all non-partial test symbol ranks in a generator matrix G;
There is n sign bit, k information symbol position for one, smallest hamming distance is (n, k, d) liner code of d, can be obtained To n1+n2+ k=n, wherein smallest hamming distance d indicates the minimum for corresponding to the different quantity in position in code C between any two code word Value;
It is available according to the parameter of given object codeIt indicates that n1 takes to be not more thanInteger, symbol Number δ indicates to delete the minimum range minimum value of obtained code after a sign bit of yard C, by n1+n2+ k=n can obtain non-part Check character column number n2=n-n1-k。
CN201611073014.1A 2016-11-29 2016-11-29 A kind of building method of the optimal partial repairable system code based on packet Active CN106788455B (en)

Priority Applications (1)

Application Number Priority Date Filing Date Title
CN201611073014.1A CN106788455B (en) 2016-11-29 2016-11-29 A kind of building method of the optimal partial repairable system code based on packet

Applications Claiming Priority (1)

Application Number Priority Date Filing Date Title
CN201611073014.1A CN106788455B (en) 2016-11-29 2016-11-29 A kind of building method of the optimal partial repairable system code based on packet

Publications (2)

Publication Number Publication Date
CN106788455A CN106788455A (en) 2017-05-31
CN106788455B true CN106788455B (en) 2019-11-22

Family

ID=58904444

Family Applications (1)

Application Number Title Priority Date Filing Date
CN201611073014.1A Active CN106788455B (en) 2016-11-29 2016-11-29 A kind of building method of the optimal partial repairable system code based on packet

Country Status (1)

Country Link
CN (1) CN106788455B (en)

Families Citing this family (3)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
CN109522150B (en) * 2018-10-17 2022-03-15 长安大学 Hypergraph-based self-adaptive decomposable part repeated code construction and fault repair method
CN113315525B (en) * 2021-06-03 2024-02-27 深圳市正粤知识产权服务有限公司 Construction of local repair code based on hypercube and fault code element repair method
CN113381772B (en) * 2021-07-02 2022-11-25 广东工业大学 Packet-based optimal local repair code construction method

Citations (7)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
CN101834899A (en) * 2010-04-29 2010-09-15 中科院成都信息技术有限公司 Distributed adaptive coding and storing method
CN103209210A (en) * 2013-03-04 2013-07-17 华中科技大学 Method for improving erasure code based storage cluster recovery performance
CN103336785A (en) * 2013-06-04 2013-10-02 华中科技大学 Distributed storage method and distributed storage device based on network coding
CN103607304A (en) * 2013-11-21 2014-02-26 中国人民解放军国防科学技术大学 Erasure code based failure data linear restoration method
CN103944981A (en) * 2014-04-14 2014-07-23 中国科学院计算技术研究所 Cloud storage system and implement method based on erasure code technological improvement
CN105808170A (en) * 2016-03-22 2016-07-27 华东交通大学 RAID6 (Redundant Array of Independent Disks 6) encoding method capable of repairing single-disk error by minimum disk accessing
CN106100801A (en) * 2016-08-29 2016-11-09 湖南大学 A kind of non-homogeneous erasure code method of cloud storage system

Family Cites Families (2)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
US20100153822A1 (en) * 2008-12-15 2010-06-17 Microsoft Corporation Constructing Forward Error Correction Codes
US9112916B2 (en) * 2011-08-26 2015-08-18 Texas Instruments Incorporated Systems and methods for construction of and network coding using near-maximum distance separable (MDS) linear network codes

Patent Citations (7)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
CN101834899A (en) * 2010-04-29 2010-09-15 中科院成都信息技术有限公司 Distributed adaptive coding and storing method
CN103209210A (en) * 2013-03-04 2013-07-17 华中科技大学 Method for improving erasure code based storage cluster recovery performance
CN103336785A (en) * 2013-06-04 2013-10-02 华中科技大学 Distributed storage method and distributed storage device based on network coding
CN103607304A (en) * 2013-11-21 2014-02-26 中国人民解放军国防科学技术大学 Erasure code based failure data linear restoration method
CN103944981A (en) * 2014-04-14 2014-07-23 中国科学院计算技术研究所 Cloud storage system and implement method based on erasure code technological improvement
CN105808170A (en) * 2016-03-22 2016-07-27 华东交通大学 RAID6 (Redundant Array of Independent Disks 6) encoding method capable of repairing single-disk error by minimum disk accessing
CN106100801A (en) * 2016-08-29 2016-11-09 湖南大学 A kind of non-homogeneous erasure code method of cloud storage system

Non-Patent Citations (4)

* Cited by examiner, † Cited by third party
Title
一种面向纠删码技术的云存储可靠性机制;杜芸芸;《计算机应用与软件》;20150215;第31卷(第2期);312-316、320 *
云存储系统中基于MSR码的局部性修复编码;王静 等;《北京邮电大学学报》;20160815;第39卷(第4期);60-66 *
分布式存储系统中纠删码的数据修复技术研究;许方亮;《中国优秀硕士学位论文全文数据库 信息科技辑》;20160315(第3(2016年)期);I137-267 *
应用于分布式存储系统的准循环再生码构造方案;李晨卉;《计算机工程》;20150315;第41卷(第3期);81-87 *

Also Published As

Publication number Publication date
CN106788455A (en) 2017-05-31

Similar Documents

Publication Publication Date Title
CN106484559B (en) A kind of building method of check matrix and the building method of horizontal array correcting and eleting codes
CN104052576B (en) Data recovery method based on error correcting codes in cloud storage
CN103336785B (en) A kind of distributed storage method based on network code and device thereof
Sasidharan et al. A high-rate MSR code with polynomial sub-packetization level
CN105956128B (en) A kind of adaptive coding storage fault-tolerance approach based on simple regeneration code
CN104021123B (en) method and system for data migration
CN103746774B (en) The fault-tolerant coding method that a kind of efficient data is read
CN107844272A (en) A kind of cross-packet coding and decoding method for improving error correcting capability
CN106788455B (en) A kind of building method of the optimal partial repairable system code based on packet
CN105260259A (en) System minimum storage regeneration code based local repair encoding method
CN105808170B (en) A kind of RAID6 coding methods that can repair single disk error
US20210273654A1 (en) Erasure code calculation method
KR20130029080A (en) Multiple programming of flash memory without erase
CN108132854B (en) Erasure code decoding method capable of simultaneously recovering data elements and redundant elements
CN105353974B (en) A kind of two fault-tolerant coding methods for being applied to disk array and distributed memory system
CN106788891A (en) A kind of optimal partial suitable for distributed storage repairs code constructing method
CN103761171B (en) A kind of low bandwidth data reconstructing method for binary coding redundant storage system
CN108762978B (en) Grouping construction method of local part repeated cyclic code
CN110389848A (en) Part based on segmented construction repeats code constructing method and malfunctioning node restorative procedure
CN109358980A (en) A kind of pair of data update and single disk error repairs friendly RAID6 coding method
CN113419895B (en) Optimization method and device for reducing repair overhead in storage cluster system
US20200336157A1 (en) Systematic and xor-based coding technique for distributed storage systems
CN104881365A (en) RAID-6 extensible method based on erasure code similarity
CN110781024B (en) Matrix construction method of symmetrical partial repetition code and fault node repairing method
CN109521955B (en) Heterogeneous part repeated code construction and conversion method based on hierarchical cross design

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
GR01 Patent grant
GR01 Patent grant
CB03 Change of inventor or designer information
CB03 Change of inventor or designer information

Inventor after: Li Xuepeng

Inventor after: Mao Guoping

Inventor after: Zheng Haochen

Inventor after: Wang Zhihan

Inventor after: Wang Yuebiao

Inventor after: Li Ting

Inventor after: Wu Xiangjun

Inventor after: Zhang Xinyuan

Inventor before: Li Xuepeng

Inventor before: Mao Guoping

Inventor before: Liu Xuan