CN106407453A - Performance data management method and system - Google Patents
Performance data management method and system Download PDFInfo
- Publication number
- CN106407453A CN106407453A CN201610872836.XA CN201610872836A CN106407453A CN 106407453 A CN106407453 A CN 106407453A CN 201610872836 A CN201610872836 A CN 201610872836A CN 106407453 A CN106407453 A CN 106407453A
- Authority
- CN
- China
- Prior art keywords
- performance data
- performance
- timestamp
- index
- database
- 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
Links
Classifications
-
- G—PHYSICS
- G06—COMPUTING; CALCULATING OR COUNTING
- G06F—ELECTRIC DIGITAL DATA PROCESSING
- G06F16/00—Information retrieval; Database structures therefor; File system structures therefor
- G06F16/10—File systems; File servers
- G06F16/18—File system types
- G06F16/1805—Append-only file systems, e.g. using logs or journals to store data
- G06F16/1815—Journaling file systems
-
- G—PHYSICS
- G06—COMPUTING; CALCULATING OR COUNTING
- G06F—ELECTRIC DIGITAL DATA PROCESSING
- G06F16/00—Information retrieval; Database structures therefor; File system structures therefor
- G06F16/10—File systems; File servers
- G06F16/13—File access structures, e.g. distributed indices
-
- G—PHYSICS
- G06—COMPUTING; CALCULATING OR COUNTING
- G06F—ELECTRIC DIGITAL DATA PROCESSING
- G06F16/00—Information retrieval; Database structures therefor; File system structures therefor
- G06F16/20—Information retrieval; Database structures therefor; File system structures therefor of structured data, e.g. relational data
- G06F16/22—Indexing; Data structures therefor; Storage structures
- G06F16/2228—Indexing structures
- G06F16/2272—Management thereof
Abstract
The invention discloses a performance data management method. The performance data management method comprises the steps of adding a timestamp to initial performance data to acquire processed performance data; storing the abovementioned performance data after being processed in a performance database according to a timestamp sequence; and building an index library for a corresponding timestamp of the processed performance data. The timestamp is added into the acquired initial performance data, so that each piece of initial performance data has the corresponding timestamp; and since the timestamp has uniqueness, the processed performance data also has uniqueness; the processed performance is stored in the performance database according to the timestamp sequence, namely, the storage sequence of the processed performance data is a time sequence, the index library is built for the corresponding timestamp of the processed performance data, so that the corresponding performance data after being processed can be positioned according to the timestamp, and accurate management of the performance data is achieved.
Description
Technical field
The present invention relates to performance data management technical field, particularly to a kind of performance data management method and system.
Background technology
With the development of net networking industry, large-scale data center is more and more important, and the fortune to large-scale data center
The monitoring requirement of battalion's performance also improves therewith, and the particle requirement of monitoring is more and more thinner, and the acquisition interval of monitoring data is also increasingly
Short.
In prior art, the management method of monitoring data is usually collected after performance data, will this performance data
Store to corresponding data base, during inquiry, go to read data again in this data base.This method has suitable limitation, when
After performance data resource increase to a certain extent to the collection of data center monitoring, managing exactly just occurs in prior art
The situation of performance data, cannot meet to performance data access requirement, show as storing pressure loss performance data greatly, and
The performance data of correlation all can not be correctly inquired during reading.
In sum, how exactly performance data to be managed is the current technical issues that need to address.
Content of the invention
In view of this, it is an object of the invention to provide a kind of performance data management method and system, having can be accurate
The technique effect that ground is managed to performance data.Its concrete scheme is as follows:
A kind of performance data management method, including:
Add timestamp, the performance data after being processed for original performance data;
Performance data after described process is stored in timestamp order to performance database;
Set up index index database for the corresponding timestamp of performance data after processing.
Preferably, it is that described original performance data adds timestamp, obtain the performance data after described process and include:
Add after timestamp for described original performance data, the performance data after described process is stored to caching in batches
Pond.
Preferably, the performance data after described process is stored in timestamp order and include to described performance database:
Read the performance data after the described process in batches storing to described cache pool one by one;
Determine the timestamps ordering of the performance data after described process;
In timestamp order the performance data after described process is stored to described performance database.
Preferably, described performance data management method also includes:
Read described index index database, so that it is determined that the index position of performance indications to be checked;
According to the index position of described performance indications to be checked, position described to be checked in described performance database
Performance indications;
Read described performance indications to be checked.
The invention also discloses a kind of performance data management system, including:
Timestamp add module, for adding timestamp, the performance data after being processed for original performance data;
Performance data storage module, for storing the performance data after described process to performance data in timestamp order
Storehouse;
Module set up in index, for setting up index index database for the corresponding timestamp of performance data after processing.
Preferably, described timestamp add module includes:
Timestamp adding device, for adding timestamp for described original performance data;
Batch buffer unit, for storing the performance data after described process to cache pool in batches.
Preferably, described performance data storage module includes:
Cache pool reading unit, for reading the performance number after the described process storing to described cache pool one by one in batches
According to;
Timestamps ordering determining unit, for determining the timestamps ordering of the performance data after described process;
Performance data storage element, for storing the performance data after described process to described performance in timestamp order
Data base.
Preferably, described performance data management system also includes:
Index read module, for reading described index index database, so that it is determined that the index bit of performance indications to be checked
Put;
Performance data locating module, for the index position according to described performance indications to be checked, in described performance number
According to positioning described performance indications to be checked in storehouse;
Performance data read module, for reading described performance indications to be checked.
The invention discloses a kind of performance data management method, including:Add timestamp for original performance data, obtain everywhere
Performance data after reason;Performance data after above-mentioned process is stored in timestamp order to performance database;After processing
The corresponding timestamp of performance data sets up index index database.It can be seen that, the present invention adds timestamp to the original performance data of collection,
Each original performance data is made all to have corresponding timestamp, the performance data because timestamp has uniqueness, then after processing
Also there is uniqueness;The order temporally stabbed stores the performance data after processing to performance database, that is, the performance after processing
The storage order of data is time order and function order, then sets up index index database for the corresponding timestamp of performance data after processing,
The performance data after corresponding process therefore can be positioned by timestamp, thus being managed to performance data exactly.
Brief description
In order to be illustrated more clearly that the embodiment of the present invention or technical scheme of the prior art, below will be to embodiment or existing
Have technology description in required use accompanying drawing be briefly described it should be apparent that, drawings in the following description be only this
Inventive embodiment, for those of ordinary skill in the art, on the premise of not paying creative work, can also basis
The accompanying drawing providing obtains other accompanying drawings.
Fig. 1 is a kind of schematic flow sheet of performance data management method disclosed in the embodiment of the present invention;
Fig. 2 is a kind of structural representation of performance data management system disclosed in the embodiment of the present invention.
Specific embodiment
Below in conjunction with the accompanying drawing in the embodiment of the present invention, the technical scheme in the embodiment of the present invention is carried out clear, complete
Site preparation description is it is clear that described embodiment is only a part of embodiment of the present invention, rather than whole embodiments.It is based on
Embodiment in the present invention, it is every other that those of ordinary skill in the art are obtained under the premise of not making creative work
Embodiment, broadly falls into the scope of protection of the invention.
The embodiment of the invention discloses a kind of performance data management method, shown in Figure 1, including step S1 to S3, its
In:
Step S1:Add timestamp, the performance data after being processed for original performance data.
In the embodiment of the present invention, because the performance of data center is generally stable, the original performance data therefore collecting
There is numerical value identical situation, therefore timestamp is added to the original performance data of collection, make each original performance data equal
There is corresponding timestamp;Because timestamp has uniqueness and succession in time serieses, after the process therefore obtaining
Performance data also has uniqueness and succession.For example, the first data of collection is numerically identical with the second data, if by existing
The method having technology is directly stored in data base, then formation interference of mutually meeting when reading;If this first data and the second number
According to adding timestamp, be then equivalent to and increased different labels for two data, then can be more accurate during reading.
It is understood that the timestamp adding for each original performance data is the time in gathered data moment at that time
Stamp, i.e. the acquisition order of performance data after each process and timestamps ordering positive correlation.
Step S2:Performance data after above-mentioned process is stored in timestamp order to performance database.
In the embodiment of the present invention, the performance data after processing is stored in timestamp order to performance database, you can protect
Card timestamp sequentially arranges in time serieses, thus can quickly navigate to corresponding place when reading according to timestamp
Performance data storage location after reason.
Step S3:Set up index index database for the corresponding timestamp of performance data after processing.
In the embodiment of the present invention, the corresponding timestamp of performance data after processing is set up after index index database, due to step
Rapid S1 with the addition of timestamp for original performance data so that each original performance data all has corresponding timestamp, and step
In S2, the performance data after processing is stored in timestamp order, therefore in inquiry with during reading performance data, using referring to
Mark index database is inquired about to this timestamp, the performance data after corresponding process can be positioned by this timestamp,
Thus accurately reading initial performance order.
The embodiment of the invention discloses a kind of performance data management method, including:Add timestamp for original performance data,
Performance data after being processed;Performance data after above-mentioned process is stored in timestamp order to performance database;For place
The corresponding timestamp of performance data after reason sets up index index database.It can be seen that, the initial performance in the embodiment of the present invention, to collection
Data adds timestamp, makes each original performance data all have corresponding timestamp, because timestamp has uniqueness, then locates
Performance data after reason also has uniqueness;The order temporally stabbed stores the performance data after processing to performance database,
The storage order of the performance data after processing is time order and function order, then builds for the corresponding timestamp of performance data after processing
Vertical index index database, therefore can position the performance data after corresponding process by timestamp, thus exactly to performance
Data is managed.
The embodiment of the invention discloses a kind of specific performance data management method, with respect to a upper embodiment, this enforcement
Example has made further instruction and optimization to technical scheme.Specifically:
In the embodiment of the present invention, it is that above-mentioned original performance data adds timestamp, obtains the performance data after above-mentioned process
Including:Add after timestamp for above-mentioned original performance data, the performance data after above-mentioned process is stored to cache pool in batches.
If it is understood that the resource extent of data center is very big, there are a large amount of performance datas, on the one hand can reduce
Performance load when performance data is processed, and carry out the maximum that batch processing can play cache pool again after caching by cache pool
Effect;On the other hand can ease off the pressure for the collection of performance data, being stored in cache pool after making performance data interpolation timestamp is
Can, prevent the performance data gathering from losing.
In the embodiment of the present invention, the performance data after above-mentioned process is stored in timestamp order to above-mentioned performance database
Including:Read the performance data after the above-mentioned process in batches storing to above-mentioned cache pool one by one;Determine the property after above-mentioned process
The timestamps ordering of energy data;In timestamp order the performance data after above-mentioned process is stored to above-mentioned performance database.
It is understood that because timestamp has uniqueness, then the performance data after processing also has uniqueness, will locate
Performance data after reason stores in timestamp order to performance database, and that is, timestamp is sequentially arranged in time serieses
Row.Simultaneously because by being stored to the performance data after the process in cache pool in batches, it is possible to decrease performance load.
In the embodiment of the present invention, above-mentioned performance data management method also includes:Read These parameters index database, so that it is determined that
The index position of performance indications to be checked;According to the index position of above-mentioned performance indications to be checked, in above-mentioned performance data
Above-mentioned performance indications to be checked are positioned in storehouse;Read above-mentioned performance indications to be checked.
It should be noted that needing to read performance indications data to be checked, this is to be checked to index library inquiry by index
The corresponding timestamp of performance indications data, recycle this timestamp after performance database is positioned, read corresponding property
Energy data, thus accurate reading performance data.
The embodiment of the invention also discloses a kind of performance data management system, shown in Figure 2, add mould including timestamp
Block 11, performance data storage module 12 and index set up module 13, wherein:
Timestamp add module 11, for adding timestamp, the performance data after being processed for original performance data.
In the embodiment of the present invention, because the performance of data center is generally stable, the original performance data therefore collecting
There is numerical value identical situation, therefore pass through timestamp add module 11 and timestamp is added to the original performance data of collection, make
Each original performance data all has corresponding timestamp;Because timestamp has uniqueness and order in time serieses
Property, the performance data after the process therefore obtaining also has uniqueness and succession.For example, the first data of collection and the second number
According to numerically identical, if being directly stored in data base by the method for prior art, formation interference of mutually meeting when reading;If
It is this first data and the second data interpolation timestamp, then be equivalent to and increased different labels for two data, during reading then
Can be more accurate.
It is understood that the timestamp adding for each original performance data is the time in gathered data moment at that time
Stamp, i.e. the acquisition order of performance data after each process and timestamps ordering positive correlation.
Performance data storage module 12, for storing the performance data after above-mentioned process to performance number in timestamp order
According to storehouse.
In the embodiment of the present invention, performance data storage module 12 by process after performance data store in timestamp order to
Performance database, you can ensure that timestamp sequentially arranges in time serieses, thus can according to timestamp when reading
Quickly navigate to the performance data storage location after corresponding process.
Module 13 set up in index, for setting up index index database for the corresponding timestamp of performance data after processing.
In the embodiment of the present invention, index is set up module 13 and is set up index rope to the corresponding timestamp of performance data after processing
After drawing storehouse, because timestamp add module 11 with the addition of timestamp for original performance data so that each original performance data
All have in corresponding timestamp, and performance data storage module 12 and the performance data after processing is stored up in timestamp order
Deposit, therefore in inquiry and reading performance data, using index index database, this timestamp is inquired about, by this timestamp be
Performance data after corresponding process can be positioned, thus accurately reading initial performance order.
The embodiment of the invention discloses a kind of performance data management method, including:Timestamp add module, for for initially
Performance data adds timestamp, the performance data after being processed;Performance data storage module, for by the property after above-mentioned process
Can data store in timestamp order to performance database;Module set up in index, for corresponding for the performance data after processing
Timestamp sets up index index database.It can be seen that, in the embodiment of the present invention, timestamp add module adds to the original performance data of collection
Add timestamp, make each original performance data all have corresponding timestamp, because timestamp has uniqueness, then after processing
Performance data also has uniqueness;The order that performance data storage module temporally stabs stores the performance data after processing to property
Can data base, that is, process after performance data storage order be time order and function order, index set up module again be process after
The corresponding timestamp of performance data sets up index index database, therefore can position the performance after corresponding process by timestamp
Data, thus be managed to performance data exactly.
The embodiment of the invention discloses a kind of specific performance data management system, with respect to a upper embodiment, this enforcement
Example has made further instruction and optimization to technical scheme.Specifically:
In the embodiment of the present invention, above-mentioned timestamp add module includes:Timestamp adding device, for for above-mentioned primality
Data can add timestamp;Batch buffer unit, for storing the performance data after above-mentioned process to cache pool in batches.
If it is understood that the resource extent of data center is very big, there are a large amount of performance datas, on the one hand can reduce
Performance load when performance data is processed, and carry out the maximum that batch processing can play cache pool again after caching by cache pool
Effect;On the other hand can ease off the pressure for the collection of performance data, being stored in cache pool after making performance data interpolation timestamp is
Can, prevent the performance data gathering from losing.
In the embodiment of the present invention, above-mentioned performance data storage module includes:Cache pool reading unit, divides for reading one by one
Criticize the performance data after the above-mentioned process to above-mentioned cache pool for the storage;Timestamps ordering determining unit, for determining above-mentioned place
The timestamps ordering of the performance data after reason;Performance data storage element, in timestamp order by the property after above-mentioned process
Can data storage extremely above-mentioned performance database.
It is understood that because timestamp has uniqueness, then the performance data after processing also has uniqueness, will locate
Performance data after reason stores in timestamp order to performance database, and that is, timestamp is sequentially arranged in time serieses
Row.Simultaneously because by being stored to the performance data after the process in cache pool in batches, it is possible to decrease performance load.
In the embodiment of the present invention, above-mentioned performance data management system also includes:Index read module, for reading above-mentioned finger
Mark index database, so that it is determined that the index position of performance indications to be checked;Performance data locating module, for according to above-mentioned to be checked
The index position of the performance indications ask, positions above-mentioned performance indications to be checked in above-mentioned performance database;Performance data is read
Delivery block, for reading above-mentioned performance indications to be checked.
It should be noted that needing to read performance indications data to be checked, index read module passes through index index database
Inquire about this corresponding timestamp of performance indications data to be checked, performance data locating module recycles this timestamp in performance number
After being positioned according to storehouse, performance data read module reads corresponding performance data, thus accurate reading performance data
Last in addition it is also necessary to explanation, herein, such as first and second or the like relational terms be used merely to by
One entity or operation are made a distinction with another entity or operation, and not necessarily require or imply these entities or operation
Between there is any this actual relation or order.And, term " inclusion ", "comprising" or its any other variant meaning
Covering comprising of nonexcludability, so that including a series of process of key elements, method, article or equipment not only include that
A little key elements, but also include other key elements being not expressly set out, or also include for this process, method, article or
The intrinsic key element of equipment.In the absence of more restrictions, the key element being limited by sentence "including a ...", does not arrange
Remove and also there is other identical element in the process including described key element, method, article or equipment.
Above a kind of performance data management method and system provided by the present invention are described in detail, herein should
With specific case, the principle of the present invention and embodiment are set forth, the explanation of above example is only intended to help reason
The solution method of the present invention and its core concept;Simultaneously for one of ordinary skill in the art, according to the thought of the present invention,
All will change in specific embodiment and range of application, in sum, this specification content should not be construed as to this
Bright restriction.
Claims (8)
1. a kind of performance data management method is it is characterised in that include:
Add timestamp, the performance data after being processed for original performance data;
Performance data after described process is stored in timestamp order to performance database;
Set up index index database for the corresponding timestamp of performance data after processing.
2. performance data management method according to claim 1 is it is characterised in that when adding for described original performance data
Between stab, obtain described process after performance data include:
Add after timestamp for described original performance data, the performance data after described process is stored to cache pool in batches.
3. performance data management method according to claim 2 is it is characterised in that press the performance data after described process
Timestamps ordering stores and includes to described performance database:
Read the performance data after the described process in batches storing to described cache pool one by one;
Determine the timestamps ordering of the performance data after described process;
In timestamp order the performance data after described process is stored to described performance database.
4. the performance data management method according to any one of claim 1-3 is it is characterised in that also include:
Read described index index database, so that it is determined that the index position of performance indications to be checked;
According to the index position of described performance indications to be checked, described performance database positions described performance to be checked
Index;
Read described performance indications to be checked.
5. a kind of performance data management system is it is characterised in that include:
Timestamp add module, for adding timestamp, the performance data after being processed for original performance data;
Performance data storage module, for storing the performance data after described process to performance database in timestamp order;
Module set up in index, for setting up index index database for the corresponding timestamp of performance data after processing.
6. performance data management system according to claim 5 is it is characterised in that described timestamp add module includes:
Timestamp adding device, for adding timestamp for described original performance data;
Batch buffer unit, for storing the performance data after described process to cache pool in batches.
7. performance data management system according to claim 6 is it is characterised in that described performance data storage module bag
Include:
Cache pool reading unit, for reading the performance data after the described process storing to described cache pool one by one in batches;
Timestamps ordering determining unit, for determining the timestamps ordering of the performance data after described process;
Performance data storage element, for storing the performance data after described process to described performance data in timestamp order
Storehouse.
8. the performance data management system according to any one of claim 5-7 is it is characterised in that also include:
Index read module, for reading described index index database, so that it is determined that the index position of performance indications to be checked;
Performance data locating module, for the index position according to described performance indications to be checked, in described performance database
The described performance indications to be checked of middle positioning;
Performance data read module, for reading described performance indications to be checked.
Priority Applications (1)
Application Number | Priority Date | Filing Date | Title |
---|---|---|---|
CN201610872836.XA CN106407453A (en) | 2016-09-30 | 2016-09-30 | Performance data management method and system |
Applications Claiming Priority (1)
Application Number | Priority Date | Filing Date | Title |
---|---|---|---|
CN201610872836.XA CN106407453A (en) | 2016-09-30 | 2016-09-30 | Performance data management method and system |
Publications (1)
Publication Number | Publication Date |
---|---|
CN106407453A true CN106407453A (en) | 2017-02-15 |
Family
ID=59229608
Family Applications (1)
Application Number | Title | Priority Date | Filing Date |
---|---|---|---|
CN201610872836.XA Pending CN106407453A (en) | 2016-09-30 | 2016-09-30 | Performance data management method and system |
Country Status (1)
Country | Link |
---|---|
CN (1) | CN106407453A (en) |
Cited By (2)
Publication number | Priority date | Publication date | Assignee | Title |
---|---|---|---|---|
CN112486983A (en) * | 2020-11-23 | 2021-03-12 | 广州经传多赢投资咨询有限公司 | Ranking list generation method, system, device and storage medium |
CN115543934A (en) * | 2022-10-17 | 2022-12-30 | 安测半导体技术(义乌)有限公司 | Method and system for exporting chip test data document |
Citations (7)
Publication number | Priority date | Publication date | Assignee | Title |
---|---|---|---|---|
CN101013442A (en) * | 2007-02-07 | 2007-08-08 | 浙江大学 | Non-proxy unified method for monitoring performance of data base |
CN101789878A (en) * | 2009-12-30 | 2010-07-28 | 中兴通讯股份有限公司 | Method and device for processing network management performance data |
CN101984421A (en) * | 2010-09-03 | 2011-03-09 | 中国科学院软件研究所 | Real-time database based meteorological element data organization type-in and querying method |
CN102004783A (en) * | 2010-11-29 | 2011-04-06 | 中兴通讯股份有限公司 | Method and device for quickly storing network management performance non-granularity data |
CN103412916A (en) * | 2013-08-07 | 2013-11-27 | 北京京东尚科信息技术有限公司 | Methods and device for multi-dimensionally storing and retrieving data of monitoring system |
CN104933175A (en) * | 2015-06-30 | 2015-09-23 | 深圳市金证科技股份有限公司 | Performance data dependency analyzing method and performance monitoring system |
CN105005617A (en) * | 2015-07-21 | 2015-10-28 | 领航动力信息系统有限公司 | Storage method and device of time sequence data |
-
2016
- 2016-09-30 CN CN201610872836.XA patent/CN106407453A/en active Pending
Patent Citations (7)
Publication number | Priority date | Publication date | Assignee | Title |
---|---|---|---|---|
CN101013442A (en) * | 2007-02-07 | 2007-08-08 | 浙江大学 | Non-proxy unified method for monitoring performance of data base |
CN101789878A (en) * | 2009-12-30 | 2010-07-28 | 中兴通讯股份有限公司 | Method and device for processing network management performance data |
CN101984421A (en) * | 2010-09-03 | 2011-03-09 | 中国科学院软件研究所 | Real-time database based meteorological element data organization type-in and querying method |
CN102004783A (en) * | 2010-11-29 | 2011-04-06 | 中兴通讯股份有限公司 | Method and device for quickly storing network management performance non-granularity data |
CN103412916A (en) * | 2013-08-07 | 2013-11-27 | 北京京东尚科信息技术有限公司 | Methods and device for multi-dimensionally storing and retrieving data of monitoring system |
CN104933175A (en) * | 2015-06-30 | 2015-09-23 | 深圳市金证科技股份有限公司 | Performance data dependency analyzing method and performance monitoring system |
CN105005617A (en) * | 2015-07-21 | 2015-10-28 | 领航动力信息系统有限公司 | Storage method and device of time sequence data |
Cited By (3)
Publication number | Priority date | Publication date | Assignee | Title |
---|---|---|---|---|
CN112486983A (en) * | 2020-11-23 | 2021-03-12 | 广州经传多赢投资咨询有限公司 | Ranking list generation method, system, device and storage medium |
CN115543934A (en) * | 2022-10-17 | 2022-12-30 | 安测半导体技术(义乌)有限公司 | Method and system for exporting chip test data document |
CN115543934B (en) * | 2022-10-17 | 2023-10-03 | 安测半导体技术(义乌)有限公司 | Method and system for exporting chip test data document |
Similar Documents
Publication | Publication Date | Title |
---|---|---|
CN103902653B (en) | A kind of method and apparatus for building data warehouse table genetic connection figure | |
CN105989076A (en) | Data statistical method and device | |
CN103714004A (en) | JVM online memory leak analysis method and system | |
CN102855332A (en) | Graphic configuration management database based on graphic database | |
CN107609217A (en) | Collide the processing method and processing device of check data | |
WO2017076297A1 (en) | Finding method and device for equipment storage location | |
CN102609501B (en) | Data cleaning method based on real-time historical database | |
CN104462445A (en) | Webpage access data processing method and webpage access data processing device | |
CN104199945A (en) | Data storing method and device | |
CN106407453A (en) | Performance data management method and system | |
CN102446214B (en) | Interior work data processing method used in engineering investigation and device adopting same | |
CN104202817B (en) | The storage of the many focuses received signals fingerprint map in the large-scale interior space and matching process | |
CN108334549A (en) | A kind of device data storage method, extracting method, storage platform and extraction platform | |
CN110442653A (en) | Method, apparatus, server and the storage medium of incremental build CUBE model | |
CN104298570B (en) | Data processing method and device | |
CN106446133A (en) | Method and device for simultaneous butt joint of two databases | |
CN105242873B (en) | The acquisition of the performance data of cloud computing system and storage method and device | |
CN105302691B (en) | A kind of metadata method for monitoring performance and system | |
CN111724143A (en) | RPA-based flow element positioning method and device, computing equipment and storage medium | |
CN103902627A (en) | Data release method and device | |
CN108664630A (en) | Examination question De-weight method and device | |
CN109299081A (en) | Clean method, apparatus, computer equipment and the storage medium of room rate data | |
CN107832445A (en) | Data index method, device and electronic equipment | |
CN109066994B (en) | Power distribution automation remote signaling action accuracy calculation method and device and storage medium | |
CN104660428B (en) | A kind of management method and device of performance data |
Legal Events
Date | Code | Title | Description |
---|---|---|---|
C06 | Publication | ||
PB01 | Publication | ||
C10 | Entry into substantive examination | ||
SE01 | Entry into force of request for substantive examination | ||
RJ01 | Rejection of invention patent application after publication |
Application publication date: 20170215 |
|
RJ01 | Rejection of invention patent application after publication |