CN109521963B - Metadata dropping method and device - Google Patents

Metadata dropping method and device Download PDF

Info

Publication number
CN109521963B
CN109521963B CN201811354082.4A CN201811354082A CN109521963B CN 109521963 B CN109521963 B CN 109521963B CN 201811354082 A CN201811354082 A CN 201811354082A CN 109521963 B CN109521963 B CN 109521963B
Authority
CN
China
Prior art keywords
tree
metadata
memory
disk
level
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
CN201811354082.4A
Other languages
Chinese (zh)
Other versions
CN109521963A (en
Inventor
甄凤远
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.)
Zhengzhou Yunhai Information Technology Co Ltd
Original Assignee
Zhengzhou Yunhai Information Technology Co 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 Zhengzhou Yunhai Information Technology Co Ltd filed Critical Zhengzhou Yunhai Information Technology Co Ltd
Priority to CN201811354082.4A priority Critical patent/CN109521963B/en
Publication of CN109521963A publication Critical patent/CN109521963A/en
Application granted granted Critical
Publication of CN109521963B publication Critical patent/CN109521963B/en
Active legal-status Critical Current
Anticipated expiration legal-status Critical

Links

Images

Classifications

    • GPHYSICS
    • G06COMPUTING; CALCULATING OR COUNTING
    • G06FELECTRIC DIGITAL DATA PROCESSING
    • G06F3/00Input arrangements for transferring data to be processed into a form capable of being handled by the computer; Output arrangements for transferring data from processing unit to output unit, e.g. interface arrangements
    • G06F3/06Digital input from, or digital output to, record carriers, e.g. RAID, emulated record carriers or networked record carriers
    • G06F3/0601Interfaces specially adapted for storage systems
    • G06F3/0602Interfaces specially adapted for storage systems specifically adapted to achieve a particular effect
    • G06F3/0614Improving the reliability of storage systems
    • GPHYSICS
    • G06COMPUTING; CALCULATING OR COUNTING
    • G06FELECTRIC DIGITAL DATA PROCESSING
    • G06F3/00Input arrangements for transferring data to be processed into a form capable of being handled by the computer; Output arrangements for transferring data from processing unit to output unit, e.g. interface arrangements
    • G06F3/06Digital input from, or digital output to, record carriers, e.g. RAID, emulated record carriers or networked record carriers
    • G06F3/0601Interfaces specially adapted for storage systems
    • G06F3/0628Interfaces specially adapted for storage systems making use of a particular technique
    • G06F3/0638Organizing or formatting or addressing of data
    • GPHYSICS
    • G06COMPUTING; CALCULATING OR COUNTING
    • G06FELECTRIC DIGITAL DATA PROCESSING
    • G06F3/00Input arrangements for transferring data to be processed into a form capable of being handled by the computer; Output arrangements for transferring data from processing unit to output unit, e.g. interface arrangements
    • G06F3/06Digital input from, or digital output to, record carriers, e.g. RAID, emulated record carriers or networked record carriers
    • G06F3/0601Interfaces specially adapted for storage systems
    • G06F3/0668Interfaces specially adapted for storage systems adopting a particular infrastructure
    • G06F3/0671In-line storage system
    • G06F3/0673Single storage device
    • G06F3/0674Disk device
    • G06F3/0676Magnetic disk device

Landscapes

  • Engineering & Computer Science (AREA)
  • Theoretical Computer Science (AREA)
  • Human Computer Interaction (AREA)
  • Physics & Mathematics (AREA)
  • General Engineering & Computer Science (AREA)
  • General Physics & Mathematics (AREA)
  • Information Retrieval, Db Structures And Fs Structures Therefor (AREA)

Abstract

The embodiment of the application discloses a metadata disk-dropping method, which comprises the following steps: reading a first-level tree in a disk into the memory when metadata in the memory reaches a first lower brushing threshold value; then, merging the metadata in the memory to the first-level tree, and then flushing the merged first-level tree to a disk; when the first-level tree in the disk reaches the second lower brushing threshold value, the first-level tree is marked as a second-level tree which is fixedly stored in the disk, namely when the metadata in the memory reaches the first lower brushing threshold value, the second-level tree cannot be read into the memory. In the metadata disk-dropping method, the size of the primary tree which can be read into the memory is limited, so that the metadata and the overlarge primary tree are effectively prevented from being combined in the memory with limited capacity, the cost of combining the metadata and the primary tree is further reduced, and the stability of the performance of the storage system is ensured.

Description

Metadata dropping method and device
Technical Field
The application relates to the technical field of storage systems, in particular to a metadata disk-dropping method and device.
Background
Metadata landing refers to writing data onto a disk in a persistent form so that when a host performs data query, the location of the data in the disk can be quickly located. Typically, the data of the landing disk is stored in a data structure of a B + tree or other similar data structure, so as to improve the efficiency of data retrieval.
When the host issues an IO request, metadata is stored in the memory in a data structure of a B + tree, and when the data volume of the metadata reaches a preset threshold value in the memory, the metadata is triggered to be landed, that is, the metadata in the memory is flushed down to a disk.
The existing metadata disk-dropping method mainly comprises the following two methods: the first method is that the metadata in the memory is directly brushed down to the disk, and then the metadata brushed down to the disk is merged with the existing B + tree on the disk. And secondly, reading the B + tree in the disk into the memory when the data volume of the metadata in the memory reaches a preset threshold value, merging the metadata in the memory and the B + tree in the disk read from the memory, and then flushing the merged B + tree to the disk.
Although the first metadata dropping method can ensure that the metadata in the memory is quickly flushed to the disk, if the host queries the data in the disk in the metadata flushing process, the host needs to query the B + trees in the disk one by one to determine the position of the data to be queried, so the query efficiency is extremely low. For the second metadata disk-dropping method, when the B + tree in the disk is large, the B + tree in the disk is read into the memory and merged with the metadata, so that a large merging cost is required, and due to limited memory capacity, a situation of insufficient memory may occur when the large B + tree is read into the memory, which may greatly affect the performance of the system.
Disclosure of Invention
In order to solve the technical problem, the application provides a metadata disk-dropping method, which can improve the query efficiency of metadata in a storage system and ensure the reliability of the storage system.
The embodiment of the application discloses the following technical scheme:
in a first aspect, an embodiment of the present application provides a metadata disk-dropping method, where the method includes:
reading a first-level tree in a disk into a memory when metadata in the memory reaches a first lower brushing threshold value;
merging the metadata in the memory to the primary tree, and flushing the primary tree to a disk;
when the first-level tree reaches a second lower brushing threshold value, marking the first-level tree as a second-level tree; the secondary tree is fixedly stored in a disk.
Optionally, when the first level tree reaches the second lower brushing threshold, the method further includes:
reconstructing a first-level tree in the disk;
and merging the metadata in the memory with the reconstructed first-level tree when the metadata in the memory reaches the first lower brushing threshold.
Optionally, the method further includes:
merging the reconstructed primary tree with the secondary tree when the reconstructed primary tree reaches the second lower-brushing threshold.
Optionally, the metadata, the primary tree, and the secondary tree are all B + tree structures.
In a second aspect, an embodiment of the present application provides a metadata dropping device, where the device includes:
the reading module is used for reading the primary tree in the disk into the memory when the metadata in the memory reaches a first lower brushing threshold value;
the lower brushing module is used for merging the metadata in the memory into the first-level tree and brushing the first-level tree to a disk;
a marking module for marking the primary tree as a secondary tree when the primary tree reaches a second lower brushing threshold; the secondary tree is fixedly stored in a disk.
Optionally, the apparatus further comprises:
the building module is used for rebuilding the primary tree in the magnetic disk when the primary tree reaches a second lower brushing threshold value;
the lower-brushing module is further configured to merge the metadata in the memory with the reconstructed first-level tree when the metadata in the memory reaches the first lower-brushing threshold.
Optionally, the apparatus further comprises:
a merging module to merge the reconstructed first-level tree with the second-level tree when the reconstructed first-level tree reaches the second lower-brushing threshold.
Optionally, the metadata, the primary tree, and the secondary tree are all B + tree structures.
It can be seen from the foregoing technical solutions that, an embodiment of the present application provides a metadata destaging method, including: reading a first-level tree in a disk into the memory when metadata in the memory reaches a first lower brushing threshold value; then, merging the metadata in the memory to the first-level tree, and then flushing the merged first-level tree to a disk; when the first-level tree in the disk reaches the second lower brushing threshold value, the first-level tree is marked as a second-level tree which is fixedly stored in the disk, namely when the metadata in the memory reaches the first lower brushing threshold value, the second-level tree cannot be read into the memory. In the metadata disk-dropping method, the size of the primary tree which can be read into the memory is limited, so that the metadata and the overlarge primary tree are effectively prevented from being combined in the memory with limited capacity, the cost of combining the metadata and the primary tree is further reduced, and the stability of the performance of the storage system is ensured.
Drawings
In order to more clearly illustrate the embodiments of the present application or the technical solutions in the prior art, the drawings needed to be used in the description of the embodiments or the prior art will be briefly introduced below, and it is obvious that the drawings in the following description are only some embodiments of the present application, and it is obvious for those skilled in the art that other drawings can be obtained according to the drawings without inventive exercise.
Fig. 1 is a schematic flowchart of a metadata destaging method according to an embodiment of the present disclosure;
fig. 2 is a schematic structural diagram of a metadata dropping apparatus according to an embodiment of the present application.
Detailed Description
In order to make the technical solutions of the present application better understood, the technical solutions in the embodiments of the present application will be clearly and completely described below with reference to the drawings in the embodiments of the present application, and it is obvious that the described embodiments are only a part of the embodiments of the present application, and not all of the embodiments. All other embodiments, which can be derived by a person skilled in the art from the embodiments given herein without making any creative effort, shall fall within the protection scope of the present application.
The terms "first," "second," "third," "fourth," and the like in the description and in the claims of the present application and in the drawings described above, if any, are used for distinguishing between similar elements and not necessarily for describing a particular sequential or chronological order. It is to be understood that the data so used is interchangeable under appropriate circumstances such that the embodiments of the application described herein are, for example, capable of operation in sequences other than those illustrated or otherwise described herein. Furthermore, the terms "comprises," "comprising," and "having," and any variations thereof, are intended to cover a non-exclusive inclusion, such that a process, method, system, article, or apparatus that comprises a list of steps or elements is not necessarily limited to those steps or elements expressly listed, but may include other steps or elements not expressly listed or inherent to such process, method, article, or apparatus.
The existing metadata disk-dropping method generally has the problems of low query efficiency, large influence on the performance of a storage system and the like, and in order to solve the technical problems existing in the prior art, the embodiment of the application provides the metadata disk-dropping method which can improve the query efficiency of metadata in the storage system and ensure the reliability of the storage system.
The following first introduces a core technical idea of the metadata disk-dropping method provided in the embodiment of the present application:
the embodiment of the application provides a metadata disk-dropping method, which comprises the following steps: reading a first-level tree in a disk into the memory when metadata in the memory reaches a first lower brushing threshold value; then, merging the metadata in the memory to the first-level tree, and then flushing the merged first-level tree to a disk; when the first-level tree in the disk reaches the second lower brushing threshold value, the first-level tree is marked as a second-level tree which is fixedly stored in the disk, namely when the metadata in the memory reaches the first lower brushing threshold value, the second-level tree cannot be read into the memory. In the metadata disk-dropping method, the size of the primary tree which can be read into the memory is limited, so that the metadata and the overlarge primary tree are effectively prevented from being combined in the memory with limited capacity, the cost of combining the metadata and the primary tree is further reduced, and the stability of the performance of the storage system is ensured.
The metadata landing method provided by the present application is described as follows by way of example:
referring to fig. 1, fig. 1 is a schematic flowchart of a metadata landing method provided in an embodiment of the present application. As shown in fig. 1, the metadata landing method includes:
step 101: and when the metadata in the memory reaches a first lower brushing threshold value, reading the first-level tree in the disk into the memory.
Step 102: and merging the metadata in the memory into the primary tree, and flushing the primary tree to a disk.
After the storage system is started, in response to an IO request issued by a host, metadata is stored in a memory, the metadata stored in the memory is increased with the increase of the IO request issued by the host, and when the metadata in the memory reaches a first lower-flushing threshold value, the metadata in the memory needs to be flushed down to a disk.
Specifically, when the metadata in the memory is flushed to the disk, a first-level tree in the disk is read into the memory, the first-level tree is formed by combining the metadata flushed to the disk, the metadata in the memory is combined with the first-level tree, and after the combination is completed, the first-level tree combined with the metadata is flushed to the disk.
The first lower brushing threshold may be set according to actual conditions, and the first lower brushing threshold is not limited in any way.
Step 103: when the first-level tree reaches a second lower brushing threshold value, marking the first-level tree as a second-level tree; the secondary tree is fixedly stored in a disk.
Judging whether the capacity of the primary tree reaches a second lower brushing threshold value in real time, if the capacity of the primary tree does not reach the second lower brushing threshold value, reading the primary tree into a memory when metadata in the memory reaches the first lower brushing threshold value, combining the metadata in the memory with the primary tree, and brushing the metadata in a disk; on the contrary, if the capacity of the primary tree reaches the second lower-brushing threshold, it indicates that the capacity of the primary tree is too large, the primary tree is read into the memory and merged with the metadata, a large merging cost is paid, and there is a possibility that the stability of the storage system is affected.
The second lower brushing threshold may be set according to actual conditions, and the second lower brushing threshold is not limited at all.
When the first-level tree which is constructed firstly is marked as a second-level tree, the first-level tree is reconstructed, when the metadata in the memory reaches a first lower brushing threshold value, the reconstructed first-level tree is read into the memory, the first-level tree is combined with the metadata in the memory by utilizing the first-level tree, and the combined first-level tree is brushed down to a disk.
It should be noted that, when the capacity of the reconstructed primary tree also reaches the second lower-brushing threshold, the reconstructed primary tree is merged with the existing secondary tree in the disk, and a merged secondary tree is generated. Similarly, the first level tree is built again in disk, the above process is repeated, and so on.
It should be noted that the metadata stored in the memory and the primary tree and the secondary tree stored in the disk may both have a B + tree structure, and these data may also have other tree structures similar to the B + tree structure, and are not limited herein.
In the metadata destaging method provided by the embodiment of the application, when the metadata in the memory reaches the first destaging threshold, the first-level tree in the disk is read into the memory; then, merging the metadata in the memory to the first-level tree, and then flushing the merged first-level tree to a disk; when the first-level tree in the disk reaches the second lower brushing threshold value, the first-level tree is marked as a second-level tree which is fixedly stored in the disk, namely when the metadata in the memory reaches the first lower brushing threshold value, the second-level tree cannot be read into the memory. In the metadata disk-dropping method, the size of the primary tree which can be read into the memory is limited, so that the metadata and the overlarge primary tree are effectively prevented from being combined in the memory with limited capacity, the cost of combining the metadata and the primary tree is further reduced, and the stability of the performance of the storage system is ensured.
Aiming at the metadata disk-dropping method provided above, the embodiment of the present application further provides a metadata disk-dropping device, so that the metadata disk-dropping method above is implemented in practical application.
Referring to fig. 2, fig. 2 is a schematic structural diagram of a metadata dropping apparatus according to an embodiment of the present application. As shown in fig. 2, the apparatus includes:
a reading module 201, configured to read a first-level tree in a disk into a memory when metadata in the memory reaches a first lower-brushing threshold;
a flushing module 202, configured to merge the metadata in the memory into the first-level tree, and flush the first-level tree to a disk;
a marking module 203, configured to mark the primary tree as a secondary tree when the primary tree reaches a second lower brushing threshold; the secondary tree is fixedly stored in a disk.
Optionally, the apparatus further comprises:
the building module is used for rebuilding the primary tree in the magnetic disk when the primary tree reaches a second lower brushing threshold value;
the lower-brushing module is further configured to merge the metadata in the memory with the reconstructed first-level tree when the metadata in the memory reaches the first lower-brushing threshold.
Optionally, the apparatus further comprises:
a merging module to merge the reconstructed first-level tree with the second-level tree when the reconstructed first-level tree reaches the second lower-brushing threshold.
Optionally, the metadata, the primary tree, and the secondary tree are all B + tree structures.
In the metadata dropping device provided in the embodiment of the present application, when the metadata in the memory reaches the first brushing threshold, the first-level tree in the disk is read into the memory; then, merging the metadata in the memory to the first-level tree, and then flushing the merged first-level tree to a disk; when the first-level tree in the disk reaches the second lower brushing threshold value, the first-level tree is marked as a second-level tree which is fixedly stored in the disk, namely when the metadata in the memory reaches the first lower brushing threshold value, the second-level tree cannot be read into the memory. In the metadata disk dropping device, the size of the primary tree which can be read into the memory is limited, so that the metadata and the overlarge primary tree are effectively prevented from being combined in the memory with limited capacity, the cost of combining the metadata and the primary tree is further reduced, and the stability of the performance of the storage system is ensured.
It should be noted that, in the present specification, all the embodiments are described in a progressive manner, and the same and similar parts among the embodiments may be referred to each other, and each embodiment focuses on the differences from the other embodiments. In particular, for the apparatus and system embodiments, since they are substantially similar to the method embodiments, they are described in a relatively simple manner, and reference may be made to some of the descriptions of the method embodiments for related points. The above-described embodiments of the apparatus and system are merely illustrative, and the units described as separate parts may or may not be physically separate, and the parts displayed as units may or may not be physical units, may be located in one place, or may be distributed on a plurality of network units. Some or all of the modules may be selected according to actual needs to achieve the purpose of the solution of the present embodiment. One of ordinary skill in the art can understand and implement it without inventive effort.
The above description is only one specific embodiment of the present application, but the scope of the present application is not limited thereto, and any changes or substitutions that can be easily conceived by those skilled in the art within the technical scope of the present application should be covered by the scope of the present application. Therefore, the protection scope of the present application shall be subject to the protection scope of the claims.

Claims (8)

1. A metadata destaging method, the method comprising:
reading a first-level tree in a disk into a memory when metadata in the memory reaches a first lower brushing threshold value;
merging the metadata in the memory to the primary tree, and flushing the primary tree to a disk;
when the first-level tree reaches a second lower brushing threshold value, marking the first-level tree as a second-level tree; the secondary tree is fixedly stored in a disk.
2. The method of claim 1, wherein when the level one tree reaches a second lower-brushing threshold, the method further comprises:
reconstructing a first-level tree in the disk;
and merging the metadata in the memory with the reconstructed first-level tree when the metadata in the memory reaches the first lower brushing threshold.
3. The method of claim 2, further comprising:
merging the reconstructed primary tree with the secondary tree when the reconstructed primary tree reaches the second lower-brushing threshold.
4. The method of any of claims 1 to 3, wherein the metadata, the primary tree, and the secondary tree are all B + tree structures.
5. A metadata dropoff apparatus, the apparatus comprising:
the reading module is used for reading the primary tree in the disk into the memory when the metadata in the memory reaches a first lower brushing threshold value;
the lower brushing module is used for merging the metadata in the memory into the first-level tree and brushing the first-level tree to a disk;
a marking module for marking the primary tree as a secondary tree when the primary tree reaches a second lower brushing threshold; the secondary tree is fixedly stored in a disk.
6. The apparatus of claim 5, further comprising:
the building module is used for rebuilding the primary tree in the magnetic disk when the primary tree reaches a second lower brushing threshold value;
the lower-brushing module is further configured to merge the metadata in the memory with the reconstructed first-level tree when the metadata in the memory reaches the first lower-brushing threshold.
7. The apparatus of claim 6, further comprising:
a merging module to merge the reconstructed first-level tree with the second-level tree when the reconstructed first-level tree reaches the second lower-brushing threshold.
8. The apparatus of any of claims 5 to 7, wherein the metadata, the primary tree, and the secondary tree are all B + tree structures.
CN201811354082.4A 2018-11-14 2018-11-14 Metadata dropping method and device Active CN109521963B (en)

Priority Applications (1)

Application Number Priority Date Filing Date Title
CN201811354082.4A CN109521963B (en) 2018-11-14 2018-11-14 Metadata dropping method and device

Applications Claiming Priority (1)

Application Number Priority Date Filing Date Title
CN201811354082.4A CN109521963B (en) 2018-11-14 2018-11-14 Metadata dropping method and device

Publications (2)

Publication Number Publication Date
CN109521963A CN109521963A (en) 2019-03-26
CN109521963B true CN109521963B (en) 2021-08-10

Family

ID=65777578

Family Applications (1)

Application Number Title Priority Date Filing Date
CN201811354082.4A Active CN109521963B (en) 2018-11-14 2018-11-14 Metadata dropping method and device

Country Status (1)

Country Link
CN (1) CN109521963B (en)

Citations (6)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
CN104809237A (en) * 2015-05-12 2015-07-29 百度在线网络技术(北京)有限公司 LSM-tree (The Log-Structured Merge-Tree) index optimization method and LSM-tree index optimization system
CN105612491A (en) * 2013-09-16 2016-05-25 网络装置公司 Management of extent based metadata with dense tree structures within a distributed storage architecture
CN107402870A (en) * 2017-07-31 2017-11-28 郑州云海信息技术有限公司 The processing method and processing device of daily record section in a kind of meta data server
CN108121670A (en) * 2017-08-07 2018-06-05 鸿秦(北京)科技有限公司 A kind of mapping method for reducing solid state disk metadata backwash frequency
CN108427728A (en) * 2018-02-13 2018-08-21 百度在线网络技术(北京)有限公司 Management method, equipment and the computer-readable medium of metadata
CN108647151A (en) * 2018-04-26 2018-10-12 郑州云海信息技术有限公司 It is a kind of to dodge system metadata rule method, apparatus, equipment and storage medium entirely

Patent Citations (6)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
CN105612491A (en) * 2013-09-16 2016-05-25 网络装置公司 Management of extent based metadata with dense tree structures within a distributed storage architecture
CN104809237A (en) * 2015-05-12 2015-07-29 百度在线网络技术(北京)有限公司 LSM-tree (The Log-Structured Merge-Tree) index optimization method and LSM-tree index optimization system
CN107402870A (en) * 2017-07-31 2017-11-28 郑州云海信息技术有限公司 The processing method and processing device of daily record section in a kind of meta data server
CN108121670A (en) * 2017-08-07 2018-06-05 鸿秦(北京)科技有限公司 A kind of mapping method for reducing solid state disk metadata backwash frequency
CN108427728A (en) * 2018-02-13 2018-08-21 百度在线网络技术(北京)有限公司 Management method, equipment and the computer-readable medium of metadata
CN108647151A (en) * 2018-04-26 2018-10-12 郑州云海信息技术有限公司 It is a kind of to dodge system metadata rule method, apparatus, equipment and storage medium entirely

Non-Patent Citations (1)

* Cited by examiner, † Cited by third party
Title
罗圣美;陆游游;秦雄军;杨洪章;张佳程.《 一种结合SSD特征的分布式文件系统元数据优化技术》.《小型微型计算机系统》.2018, *

Also Published As

Publication number Publication date
CN109521963A (en) 2019-03-26

Similar Documents

Publication Publication Date Title
CN108647151B (en) Full flash system metadata disk-dropping method, device, equipment and storage medium
US20170220614A1 (en) Consistent ring namespaces facilitating data storage and organization in network infrastructures
JP2005301976A5 (en)
CN107967122B (en) Data writing method, device and medium for block device
CN104461390A (en) Method and device for writing data into imbricate magnetic recording SMR hard disk
CN106844089B (en) Method and equipment for recovering tree data storage
CN107608826A (en) A kind of fault recovery method, device and the medium of the node of storage cluster
CN109918234B (en) Metadata recovery method, device, equipment and medium based on SSD
CN107402870B (en) Method and device for processing log segment in metadata server
CN109388346B (en) Data dropping method and related device
CN108885724A (en) Information processing unit, information processing method and message handling program
CN102722443A (en) Bad block management method for flash memory
WO2018006721A1 (en) Method and apparatus for storing log file
CN104375784A (en) Method and device for lowering complexity of virtual disk management
CN103747276A (en) CDN data deletion method and CDN server
CN104035925A (en) Data storage method and device and storage system
US10642508B2 (en) Method to limit impact of partial media failure of disk drive and detect/report the loss of data for objects due to partial failure of media
CN103049508A (en) Method and device for processing data
CN103645984A (en) Method and device for optimizing logs
CN104636218B (en) Data reconstruction method and device
CN106201851A (en) The detection method of heap memory operation and device
CN109521963B (en) Metadata dropping method and device
CN106294842A (en) A kind of data interactive method, platform and distributed file system
CN105045891A (en) Method and system for improving performance of sequence list, architecture, optimization method and storage apparatus
CN115543871B (en) Data storage method and related equipment

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