CN108319514A - A kind of visual scheduling system based on Slurm job managements - Google Patents

A kind of visual scheduling system based on Slurm job managements Download PDF

Info

Publication number
CN108319514A
CN108319514A CN201810078645.5A CN201810078645A CN108319514A CN 108319514 A CN108319514 A CN 108319514A CN 201810078645 A CN201810078645 A CN 201810078645A CN 108319514 A CN108319514 A CN 108319514A
Authority
CN
China
Prior art keywords
user
job
module
script
submitted
Prior art date
Legal status (The legal status is an assumption and is not a legal conclusion. Google has not performed a legal analysis and makes no representation as to the accuracy of the status listed.)
Pending
Application number
CN201810078645.5A
Other languages
Chinese (zh)
Inventor
曲德源
吴登勇
孙超
刘毅枫
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.)
Shandong Chaoyue CNC Electronics Co Ltd
Original Assignee
Shandong Chaoyue CNC Electronics 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 Shandong Chaoyue CNC Electronics Co Ltd filed Critical Shandong Chaoyue CNC Electronics Co Ltd
Priority to CN201810078645.5A priority Critical patent/CN108319514A/en
Publication of CN108319514A publication Critical patent/CN108319514A/en
Pending legal-status Critical Current

Links

Classifications

    • GPHYSICS
    • G06COMPUTING; CALCULATING OR COUNTING
    • G06FELECTRIC DIGITAL DATA PROCESSING
    • G06F9/00Arrangements for program control, e.g. control units
    • G06F9/06Arrangements for program control, e.g. control units using stored programs, i.e. using an internal store of processing equipment to receive or retain programs
    • G06F9/46Multiprogramming arrangements
    • G06F9/54Interprogram communication
    • G06F9/547Remote procedure calls [RPC]; Web services
    • GPHYSICS
    • G06COMPUTING; CALCULATING OR COUNTING
    • G06FELECTRIC DIGITAL DATA PROCESSING
    • G06F16/00Information retrieval; Database structures therefor; File system structures therefor
    • G06F16/20Information retrieval; Database structures therefor; File system structures therefor of structured data, e.g. relational data
    • G06F16/24Querying
    • G06F16/245Query processing
    • G06F16/2455Query execution
    • GPHYSICS
    • G06COMPUTING; CALCULATING OR COUNTING
    • G06FELECTRIC DIGITAL DATA PROCESSING
    • G06F21/00Security arrangements for protecting computers, components thereof, programs or data against unauthorised activity
    • G06F21/60Protecting data
    • G06F21/62Protecting access to data via a platform, e.g. using keys or access control rules
    • G06F21/6218Protecting access to data via a platform, e.g. using keys or access control rules to a system of files or objects, e.g. local or distributed file system or database
    • GPHYSICS
    • G06COMPUTING; CALCULATING OR COUNTING
    • G06FELECTRIC DIGITAL DATA PROCESSING
    • G06F2209/00Indexing scheme relating to G06F9/00
    • G06F2209/54Indexing scheme relating to G06F9/54
    • G06F2209/544Remote
    • GPHYSICS
    • G06COMPUTING; CALCULATING OR COUNTING
    • G06FELECTRIC DIGITAL DATA PROCESSING
    • G06F2221/00Indexing scheme relating to security arrangements for protecting computers, components thereof, programs or data against unauthorised activity
    • G06F2221/21Indexing scheme relating to G06F21/00 and subgroups addressing additional information or applications relating to security arrangements for protecting computers, components thereof, programs or data against unauthorised activity
    • G06F2221/2141Access rights, e.g. capability lists, access control lists, access tables, access matrices

Landscapes

  • Engineering & Computer Science (AREA)
  • Theoretical Computer Science (AREA)
  • Software Systems (AREA)
  • Physics & Mathematics (AREA)
  • General Engineering & Computer Science (AREA)
  • General Physics & Mathematics (AREA)
  • Databases & Information Systems (AREA)
  • Health & Medical Sciences (AREA)
  • Bioethics (AREA)
  • General Health & Medical Sciences (AREA)
  • Computer Hardware Design (AREA)
  • Computer Security & Cryptography (AREA)
  • Computational Linguistics (AREA)
  • Data Mining & Analysis (AREA)
  • Management, Administration, Business Operations System, And Electronic Commerce (AREA)

Abstract

The present invention provides a kind of visual scheduling system based on Slurm job managements, including:Module is submitted in operation acquisition module and operation;Operation acquisition module is used to obtain the local operation to be submitted by the file labels of html by web front end for user;Operation submits module to be used to submit in operation to server by http agreements;Visual scheduling mode is realized based on Slurm job managements, provides the functions such as simple, understandable, visual job scheduling mode, including operation submission, operation inquiry, control of queue, subscriber information management to the user.User is asked summed data to be transferred to background server by web front end by Http agreements, and background server intercepts extraction and analysis user by filter and asks, and job file is submitted to job scheduling system according to user's request, executes operation order.It realizes user and easily uses job scheduling system by visual means.

Description

A kind of visual scheduling system based on Slurm job managements
Technical field
The present invention relates to High-Performance Computing Cluster job scheduling fields more particularly to a kind of based on the visual of Slurm job managements Change scheduling system.
Background technology
High Performance Computing Cluster is the loose coupling of one group of high-performance server (or PC server) by network connection Close, these servers solve the problems, such as the complicated calculations that single server cannot be satisfied by way of parallel computation, have compared with High cost performance.Job scheduling system be mainly responsible for receive user submit job request, and according to specific scheduling rule with And requirement of the user to operation selects suitable computing resource to complete user job.Job scheduling system manages what user submitted Operation reasonably distributes resource for each operation, so that it is guaranteed that the computing capability of group system is made full use of, and it is as rapid as possible Ground obtains operation result.SLURM is a resource management and dispatcher software for different size Linux clusters.It is mainly carried For the function of three aspects:First, it has provided one kind to the user and has used computing resource one with exclusive or non-exclusively The mechanism fixed time, to be that user runs operation within the corresponding time;Secondly, it provides a set of startup, executes and supervise The frame of control distribution operation in calculate node, mainly facilitates user to understand the operating condition for submitting operation in real time;Finally, It realizes the management to queued jobs resource contention.
Slurm job managements at present are the command line modes based on Linux system, this kind operation needs operating personnel couple Linux system and high-performance computer cluster order have certain understanding.Non-computer Majors personnel are said, high-performance is used Computer cluster is very inconvenient.
Invention content
In order to overcome above-mentioned deficiency in the prior art, the present invention to provide a kind of visualization based on Slurm job managements Scheduling system, including:Module is submitted in operation acquisition module and operation;
Operation acquisition module is used to obtain the local work to be submitted by the file labels of html by web front end for user Industry;
Operation submits module to be used to submit in operation to server by http agreements;The operation of submission includes:Job name, Resource qualifications, output file position, the output file of number of nodes, operation quantity, memory size and job execution needs Name executes the time.
Preferably, operation acquisition module is additionally operable to user and obtains local want by the file labels of html by web front end The job script of submission;
Operation submits module to be additionally operable to that job script is submitted in server by http agreements;
Job script includes:Job script name, script node quantity, job script quantity, script memory size and operation Script executes the resource qualifications needed, output file position, export file name, executes the time.
Preferably, operation acquisition module is additionally operable to user and obtains local want by the file labels of html by web front end The job parameter of submission;
Operation submits module to be additionally operable to that job parameter is submitted in server by http agreements, execution command parameter It writes on webpage;
Job parameter includes:Job name, point quantity, operation need that the order executed, operation quantity, memory is big needed for operation The resource qualifications of small and job execution needs, export file name, execute the time at output file position.
Preferably, further include:Operation enquiry module;
Operation enquiry module is used to inquire the operation execution situation of active user's submission, and operation execution situation, which is divided into, to be held It goes, be lined up, hang up, be finished, exit;User operates operation according to the handling situations inquired;User will execute When operation inquiry operation, mysql query statements are executed by rear end php, and the result back page inquired is shown;User's root According to as a result, the operations such as hanging up, restoring, delete to operation if it is necessary, making.
Preferably, further include:Scheduling strategy setup module;
For job scheduling strategy to be arranged, job scheduling strategy includes scheduling strategy setup module:First-come-first-served policy, The exclusive strategy of timesharing scheduling strategy, the preemptive policy based on zone priority, Resources Sharing and resource;Each strategy is corresponding Different job scheduling scenes;User different scheduling strategies can be arranged according to working scene at the ends Web.To improve cluster money Source utilization rate and job execution efficiency.
Preferably, further include:Login Register module and login process module;
Login Register module is submitted for user in front end input log-on message, and rear end php extracts information, and with User information present in database is checked, and is checked and is successfully then entered corresponding main interface, unsuccessful, returns to login interface And feedback error information;
User's registration port is also provided for, when user is registered by registering functional, registration button is clicked in front end, in bullet Filling registration information in the interface gone out, log-on message include:User name, password, mailbox and cell-phone number;
When login process module inputs username and password login system for user, rear end php accreditation process can will be used The existing user in username and password information and date library of family input compares, by data input data if the user is not present Library, and return to the information that succeeds in registration and otherwise prompt the user existing, login system success.
Preferably, further include:Permission processing module;
Permission processing module is used for the permission according to login user, develops different operation inquiry operation permissions;Administrator User inquires the operation that all users submit, and has whole operating rights to operation;Ordinary user can only inquire described common The operation that user submits, and the operation of other users can not be inquired.
As can be seen from the above technical solutions, the present invention has the following advantages:
The present invention is based on Slurm job managements to realize visual scheduling mode, provides simple, understandable, visualization to the user The functions such as job scheduling mode, including operation submission, operation inquiry, control of queue, subscriber information management.Web front end passes through User is asked summed data to be transferred to background server by Http agreements, and background server intercepts extraction and analysis user by filter Request executes operation order according to user's request by the way that job file is submitted to job scheduling system.User is realized to pass through Visual means easily use job scheduling system.
The present invention is based on Slurm job managements to provide a kind of visual job scheduling technology to the user, reduces user and learns Cost is practised, job management efficiency is provided.
Description of the drawings
In order to illustrate more clearly of technical scheme of the present invention, attached drawing needed in description will be made below simple Ground introduction, it should be apparent that, drawings in the following description are only some embodiments of the invention, for ordinary skill For personnel, without creative efforts, other drawings may also be obtained based on these drawings.
Fig. 1 is the visual scheduling system overall schematic based on Slurm job managements;
Fig. 2 is the visual scheduling system embodiment schematic diagram based on Slurm job managements;
Fig. 3 is the visual scheduling system embodiment schematic diagram based on Slurm job managements.
Specific implementation mode
In order to make the invention's purpose, features and advantages of the invention more obvious and easy to understand, it will use below specific Embodiment and attached drawing, the technical solution protected to the present invention are clearly and completely described, it is clear that implementation disclosed below Example is only a part of the embodiment of the present invention, and not all embodiment.Based on the embodiment in this patent, the common skill in this field All other embodiment that art personnel are obtained without making creative work belongs to the model of this patent protection It encloses.
The present invention provides a kind of visual scheduling system based on Slurm job managements, as shown in Figure 1, including:Operation obtains Module 2 is submitted in modulus block 1 and operation;
What operation acquisition module 1 was used to locally be submitted by the file labels acquisition of html by web front end for user Operation;Operation submits module 2 to be used to submit in operation to server 3 by http agreements;The operation of submission includes:Job name, Resource qualifications, output file position, the output file of number of nodes, operation quantity, memory size and job execution needs Name executes the time.
The present invention includes one embodiment, is specifically included:As shown in Figures 2 and 3,
Operation acquisition module is additionally operable to user and obtains the local work to be submitted by the file labels of html by web front end Industry script;Operation submits module to be additionally operable to that job script is submitted in server 3 by http agreements;Job script includes: Job script name, script node quantity, job script quantity, script memory size and job script execute the resource needed and limit Condition, export file name, executes the time at output file position.
In the present embodiment, system further includes:Operation enquiry module 4;
Operation enquiry module is used to inquire the job script executive condition of active user's submission, job script executive condition point To be carrying out script, being lined up script, hang up script, the script that is finished, exit script;User is according to the operation foot inquired This situation operates job script;When user will execute job script inquiry operation, mysql inquiries are executed by rear end php Sentence, and the result back page inquired is shown;User according to as a result, if it is necessary, make to operation hang up, restore, The operations such as deletion.
System further includes:Scheduling strategy setup module 5;
For job script scheduling strategy to be arranged, job script scheduling strategy includes scheduling strategy setup module:First first The exclusive strategy of service strategy, timesharing scheduling strategy, the preemptive policy based on zone priority, Resources Sharing and resource;Often The corresponding different job scheduling scene of kind strategy;User can at the ends Web according to the different scheduling strategy of job script scene setting, To improve cluster resource utilization rate and job execution efficiency.
System further includes:Login Register module and login process module;
Login Register module is submitted for user in front end input log-on message, and rear end php extracts information, and with User information present in database is checked, and is checked and is successfully then entered corresponding main interface, unsuccessful, returns to login interface And feedback error information;
User's registration port is also provided for, when user is registered by registering functional, registration button is clicked in front end, in bullet Filling registration information in the interface gone out, log-on message include:User name, password, mailbox and cell-phone number;
When login process module inputs username and password login system for user, rear end php accreditation process can will be used The existing user in username and password information and date library of family input compares, by data input data if the user is not present Library, and return to the information that succeeds in registration and otherwise prompt the user existing, login system success.
System further includes:Permission processing module;
Permission processing module is used for the permission according to login user, develops different job script inquiry operation permissions;Pipe Reason person user inquires the operation that all users submit, and has whole operating rights to job script;Ordinary user can only inquire The job script that the ordinary user submits, and the job script of other users can not be inquired.
The invention also includes one embodiment, specifically include:As shown in Figures 2 and 3,
Operation acquisition module is additionally operable to user and obtains the local work to be submitted by the file labels of html by web front end Industry script;Operation submits module to be additionally operable to that job parameter is submitted in server 3 by http agreements, execution command parameter It writes on webpage;Job parameter includes:Job name, point quantity, operation need the order executed, operation quantity, needed for operation in It deposits the resource qualifications of size and job execution needs, output file position, export file name, execute the time.
In the present embodiment, system further includes:Operation enquiry module 4;
Operation enquiry module 4 is used to inquire the job parameter executive condition of active user's submission, job parameter executive condition It is divided into and is carrying out parameter, queuing parameter, hangs up parameter, the parameter that is finished, exit parameter sheet;User is according to the work inquired Industry parameter situation operates job parameter;When user will execute job parameter inquiry operation, mysql is executed by rear end php Query statement, and the result back page inquired is shown;User according to as a result, if it is necessary, make to operation hang up, it is extensive The operations such as multiple, deletion.
System further includes:Scheduling strategy setup module 5;
For job parameter scheduling strategy to be arranged, job parameter scheduling strategy includes scheduling strategy setup module 5:First first The exclusive strategy of service strategy, timesharing scheduling strategy, the preemptive policy based on zone priority, Resources Sharing and resource;Often The corresponding different job scheduling scene of kind strategy;User can at the ends Web according to the different scheduling strategy of job parameter scene setting, To improve cluster resource utilization rate and job execution efficiency.
System further includes:Login Register module and login process module;
Login Register module is submitted for user in front end input log-on message, and rear end php extracts information, and with User information present in database is checked, and is checked and is successfully then entered corresponding main interface, unsuccessful, returns to login interface And feedback error information;
User's registration port is also provided for, when user is registered by registered port, registration button is clicked in front end, in bullet Filling registration information in the interface gone out, log-on message include:User name, password, mailbox and cell-phone number;
When login process module inputs username and password login system for user, rear end php accreditation process can will be used The existing user in username and password information and date library of family input compares, by data input data if the user is not present Library, and return to the information that succeeds in registration and otherwise prompt the user existing, login system success.
System further includes:Permission processing module;
Permission processing module is used for the permission according to login user, develops different job parameter inquiry operation permissions;Pipe Reason person user inquires the job parameter that all users submit, and has whole operating rights to job parameter;Ordinary user can only The job parameter that the ordinary user submits is inquired, and the job parameter of other users can not be inquired.
The invention also includes one embodiment, specifically include:Operation acquisition module is additionally operable to user and is passed through by web front end The file labels of html obtain the local job script to be submitted and parameter;Operation submits module to be additionally operable to will by http agreements Job script or parameter are submitted in server 3;Job script and parameter include:Job script and parameter name, script and parameter Number of nodes, job script and number of parameters, script and parameter memory size and job script and parameter execute the resource needed Qualifications, export file name, execute the time at output file position.
Operation submission is divided into two ways:Script mode and parameter mode, script mode are the script of user preset, user Preset script is usually text file, and content contains the various parameters information to be filled in of parameter mode;Parameter mode is The operation that user is formed on webpage by filling in various parameters information.
In the present embodiment, system further includes:Operation enquiry module 4;
Operation enquiry module is used to inquire the job script and parameter executive condition, job script and ginseng of active user's submission Number executive conditions be divided into be carrying out script and parameter, be lined up script and parameter, hang up script and parameter, be finished script and Parameter exits script and parameter;User grasps job script and parameter according to the job script and parameter situation that inquire Make;When user will execute job script and parameter query and operate, mysql query statements are executed by rear end php, and will inquired As a result back page is shown;User if it is necessary, making according to as a result, the operations such as hanging up operation, restoring, delete.
System further includes:Scheduling strategy setup module 5;
Scheduling strategy setup module is for being arranged job script and parameter scheduling strategy, job script and parameter scheduling strategy Including:First-come-first-served policy, timesharing scheduling strategy, the preemptive policy based on zone priority, Resources Sharing and resource Exclusive strategy;The corresponding different job scheduling scene of each strategy;User can set at the ends Web according to job script and parameter scene Different scheduling strategies is set, to improve cluster resource utilization rate and job execution efficiency.
System further includes:Login Register module and login process module;
Login Register module is submitted for user in front end input log-on message, and rear end php extracts information, and with User information present in database is checked, and is checked and is successfully then entered corresponding main interface, unsuccessful, returns to login interface And feedback error information;
User's registration port is also provided for, when user is registered by registered port, registration button is clicked in front end, in bullet Filling registration information in the interface gone out, log-on message include:Username and password;
When login process module inputs username and password login system for user, rear end php accreditation process can will be used The existing user in username and password information and date library of family input compares, by data input data if the user is not present Library, and return to the information that succeeds in registration and otherwise prompt the user existing, login system success.
System further includes:Permission processing module;
Permission processing module is used for the permission according to login user, develops different job scripts and parameter query operating rights Limit;Administrator inquires the job script and parameter that all users submit, and has whole operations to job script and parameter Permission;Ordinary user can only inquire the job script and parameter that the ordinary user submits, and can not inquire the work of other users Industry script and parameter.
The present embodiment is based on Slurm job managements and realizes visual scheduling mode, provides to the user simple, understandable, visual The functions such as the job scheduling mode of change, including operation submission, operation inquiry, control of queue, subscriber information management.Web front end is logical Crossing Http agreements asks summed data to be transferred to background server 3 user, and background server 3 intercepts extraction and analysis by filter User asks, and job file is submitted to job scheduling system by ssh security protocols according to user's request, executes operation life It enables.It realizes user and easily uses job scheduling system by visual means.
The present embodiment provides a kind of visual job scheduling technology to the user based on Slurm job managements, reduces user Learning cost provides job management efficiency.
Each embodiment is described by the way of progressive in this specification, the highlights of each of the examples are with other The difference of embodiment, identical similar portion refers to mutually between each embodiment.
The foregoing description of the disclosed embodiments enables those skilled in the art to implement or use the present invention. Various modifications to these embodiments will be apparent to those skilled in the art, as defined herein General Principle can be realized in other embodiments without departing from the spirit or scope of the present invention.Therefore, of the invention It is not intended to be limited to the embodiments shown herein, and is to fit to and the principles and novel features disclosed herein phase one The widest range caused.

Claims (7)

1. a kind of visual scheduling system based on Slurm job managements, which is characterized in that including:Operation acquisition module and work Industry submits module;
Operation acquisition module is used to obtain the local operation to be submitted by the file labels of html by web front end for user;
Operation submits module to be used to submit in operation to server by http agreements;The operation of submission includes:Job name, node Resource qualifications that quantity, operation quantity, memory size and job execution need, export file name, are held at output file position The row time.
2. the visual scheduling system according to claim 1 based on Slurm job managements, which is characterized in that
Operation acquisition module is additionally operable to user and obtains the local operation foot to be submitted by the file labels of html by web front end This;
Operation submits module to be additionally operable to that job script is submitted in server by http agreements;
Job script includes:Job script name, script node quantity, job script quantity, script memory size and job script It executes the resource qualifications needed, output file position, export file name, execute the time.
3. the visual scheduling system according to claim 1 based on Slurm job managements, which is characterized in that
Operation acquisition module is additionally operable to user and obtains the local operation to be submitted ginseng by the file labels of html by web front end Number;
Operation submits module to be additionally operable to that job parameter is submitted in server by http agreements, and execution command parameter is write on On webpage;
Job parameter includes:Job name, point quantity, operation need the order executed, operation quantity, memory size needed for operation and The resource qualifications of job execution needs, export file name, execute the time at output file position.
4. the visual scheduling system according to claim 1 based on Slurm job managements, which is characterized in that
Further include:Operation enquiry module;
Operation enquiry module be used for inquire active user submission operation execution situation, operation execution situation be divided into be carrying out, It is lined up, hangs up, is finished, exits;User operates operation according to the handling situations inquired;User will execute operation When inquiry operation, mysql query statements are executed by rear end php, and the result back page inquired is shown;User is according to knot Fruit the operations such as hangs up operation, restores, deletes if it is necessary, making.
5. the visual scheduling system according to claim 4 based on Slurm job managements, which is characterized in that
Further include:Scheduling strategy setup module;
For job scheduling strategy to be arranged, job scheduling strategy includes scheduling strategy setup module:First-come-first-served policy, timesharing The exclusive strategy of scheduling strategy, the preemptive policy based on zone priority, Resources Sharing and resource;Each strategy is corresponding different Job scheduling scene;User different scheduling strategies can be arranged according to working scene at the ends Web.Make to improve cluster resource With rate and job execution efficiency.
6. the visual scheduling system according to claim 5 based on Slurm job managements, which is characterized in that
Further include:Login Register module and login process module;
Login Register module is submitted for user in front end input log-on message, and rear end php extracts information, and and data User information present in library is checked, and is checked and is successfully then entered corresponding main interface, unsuccessful, returns to login interface and anti- Present error message;
User's registration port is also provided for, when user is registered by registering functional, registration button is clicked in front end, in pop-up Filling registration information in interface, log-on message include:User name, password, mailbox and cell-phone number;
When login process module inputs username and password login system for user, rear end php accreditation process can be defeated by user The existing user in username and password information and date library entered compares, by data input database if the user is not present, and Otherwise the return information that succeeds in registration prompts the user existing, login system success.
7. the visual scheduling system according to claim 6 based on Slurm job managements, which is characterized in that
Further include:Permission processing module;
Permission processing module is used for the permission according to login user, develops different operation inquiry operation permissions;Administrator The operation that all users submit is inquired, and has whole operating rights to operation;Ordinary user can only inquire the ordinary user The operation of submission, and the operation of other users can not be inquired.
CN201810078645.5A 2018-01-26 2018-01-26 A kind of visual scheduling system based on Slurm job managements Pending CN108319514A (en)

Priority Applications (1)

Application Number Priority Date Filing Date Title
CN201810078645.5A CN108319514A (en) 2018-01-26 2018-01-26 A kind of visual scheduling system based on Slurm job managements

Applications Claiming Priority (1)

Application Number Priority Date Filing Date Title
CN201810078645.5A CN108319514A (en) 2018-01-26 2018-01-26 A kind of visual scheduling system based on Slurm job managements

Publications (1)

Publication Number Publication Date
CN108319514A true CN108319514A (en) 2018-07-24

Family

ID=62888625

Family Applications (1)

Application Number Title Priority Date Filing Date
CN201810078645.5A Pending CN108319514A (en) 2018-01-26 2018-01-26 A kind of visual scheduling system based on Slurm job managements

Country Status (1)

Country Link
CN (1) CN108319514A (en)

Cited By (3)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
CN110177020A (en) * 2019-06-18 2019-08-27 北京计算机技术及应用研究所 A kind of High-Performance Computing Cluster management method based on Slurm
CN110928659A (en) * 2019-11-20 2020-03-27 哈尔滨工程大学 Numerical value pool system remote multi-platform access method with self-adaptive function
CN111031022A (en) * 2019-12-05 2020-04-17 安徽大学 Resource management scheduling method and device based on Slurm, electronic equipment and storage medium

Citations (5)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
CN101599026A (en) * 2009-07-09 2009-12-09 浪潮电子信息产业股份有限公司 A kind of cluster job scheduling system with resilient infrastructure
CN103593192A (en) * 2013-11-19 2014-02-19 湖南大学 Algorithm integration and evaluation platform and method based on SLURM scheduling
CN104462579A (en) * 2014-12-30 2015-03-25 浪潮电子信息产业股份有限公司 Job task management method of large data management platform
CN106844040A (en) * 2016-12-20 2017-06-13 北京并行科技股份有限公司 A kind of job submission method, system and server
CN107239675A (en) * 2017-07-21 2017-10-10 上海桑格信息技术有限公司 Biological information analysis system based on cloud platform

Patent Citations (5)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
CN101599026A (en) * 2009-07-09 2009-12-09 浪潮电子信息产业股份有限公司 A kind of cluster job scheduling system with resilient infrastructure
CN103593192A (en) * 2013-11-19 2014-02-19 湖南大学 Algorithm integration and evaluation platform and method based on SLURM scheduling
CN104462579A (en) * 2014-12-30 2015-03-25 浪潮电子信息产业股份有限公司 Job task management method of large data management platform
CN106844040A (en) * 2016-12-20 2017-06-13 北京并行科技股份有限公司 A kind of job submission method, system and server
CN107239675A (en) * 2017-07-21 2017-10-10 上海桑格信息技术有限公司 Biological information analysis system based on cloud platform

Cited By (4)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
CN110177020A (en) * 2019-06-18 2019-08-27 北京计算机技术及应用研究所 A kind of High-Performance Computing Cluster management method based on Slurm
CN110928659A (en) * 2019-11-20 2020-03-27 哈尔滨工程大学 Numerical value pool system remote multi-platform access method with self-adaptive function
CN110928659B (en) * 2019-11-20 2022-12-06 哈尔滨工程大学 Numerical value pool system remote multi-platform access method with self-adaptive function
CN111031022A (en) * 2019-12-05 2020-04-17 安徽大学 Resource management scheduling method and device based on Slurm, electronic equipment and storage medium

Similar Documents

Publication Publication Date Title
US11327932B2 (en) Autonomous multitenant database cloud service framework
US20230336428A1 (en) Application-agnostic tenant onboarding onto a multi-tenant system
CN109643312B (en) Hosted query service
Cirne et al. Labs of the world, unite!!!
JP2018088293A (en) Database system providing single tenant environment and a plurality of tenant environments
KR20210045299A (en) Long running workflows for document processing using robotic process automation
CN113711536A (en) Extracting data from a blockchain network
US20150178052A1 (en) Automated experimentation platform
EP3032442B1 (en) Modeling and simulation of infrastructure architecture for big data
KR102339757B1 (en) Robot Scheduling for Robotic Process Automation
US10362109B2 (en) Cloud operating system and method
CN101715001A (en) Method for controlling execution of grid task
Barreiro et al. The ATLAS production system evolution: new data processing and analysis paradigm for the LHC Run2 and high-luminosity
CN109614110A (en) A kind of method and apparatus that message-oriented middleware concentrates deployment
CN108319514A (en) A kind of visual scheduling system based on Slurm job managements
US9246920B2 (en) Cloud resource cloning based on collaborative content
US20210406102A1 (en) Method and apparatus for providing asynchronicity to microservice application programming interfaces
US20190028485A1 (en) Application-agnostic resource access control
EP4078379A1 (en) Virtual workspace experience visualization and optimization
CN107038066B (en) Job computing system based on Web
CN112948467B (en) Data processing method and device, computer equipment and storage medium
Verma et al. Study of cloud computing and its issues: A review
CN112256695A (en) Visualized graph calculation method and system, storage medium and electronic device
CN109213743A (en) A kind of data query method and apparatus
Manacero et al. iSPD: an iconic-based modeling simulator for distributed grids.

Legal Events

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

Application publication date: 20180724