WO2005122681A3 - Goal-oriented predictive scheduling in a grid environment - Google Patents

Goal-oriented predictive scheduling in a grid environment Download PDF

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Publication number
WO2005122681A3
WO2005122681A3 PCT/IB2005/001721 IB2005001721W WO2005122681A3 WO 2005122681 A3 WO2005122681 A3 WO 2005122681A3 IB 2005001721 W IB2005001721 W IB 2005001721W WO 2005122681 A3 WO2005122681 A3 WO 2005122681A3
Authority
WO
WIPO (PCT)
Prior art keywords
jobs
goals
goal
scheduling
grid environment
Prior art date
Application number
PCT/IB2005/001721
Other languages
French (fr)
Other versions
WO2005122681A2 (en
Inventor
David Bigagli
Shutao Yuan
James Pang
Original Assignee
Platform Computing Corp
David Bigagli
Shutao Yuan
James Pang
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 Platform Computing Corp, David Bigagli, Shutao Yuan, James Pang filed Critical Platform Computing Corp
Publication of WO2005122681A2 publication Critical patent/WO2005122681A2/en
Publication of WO2005122681A3 publication Critical patent/WO2005122681A3/en

Links

Classifications

    • GPHYSICS
    • G06COMPUTING; CALCULATING OR COUNTING
    • G06FELECTRIC DIGITAL DATA PROCESSING
    • G06F8/00Arrangements for software engineering
    • G06F8/60Software deployment
    • G06F8/65Updates
    • 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
    • G06F9/50Allocation of resources, e.g. of the central processing unit [CPU]
    • G06F9/5005Allocation of resources, e.g. of the central processing unit [CPU] to service a request
    • G06F9/5027Allocation of resources, e.g. of the central processing unit [CPU] to service a request the resource being a machine, e.g. CPUs, Servers, Terminals
    • G06F9/5038Allocation of resources, e.g. of the central processing unit [CPU] to service a request the resource being a machine, e.g. CPUs, Servers, Terminals considering the execution order of a plurality of tasks, e.g. taking priority or time dependency constraints into consideration
    • 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
    • G06F9/50Allocation of resources, e.g. of the central processing unit [CPU]
    • G06F9/5061Partitioning or combining of resources
    • G06F9/5072Grid computing
    • GPHYSICS
    • G06COMPUTING; CALCULATING OR COUNTING
    • G06FELECTRIC DIGITAL DATA PROCESSING
    • G06F2209/00Indexing scheme relating to G06F9/00
    • G06F2209/50Indexing scheme relating to G06F9/50
    • G06F2209/506Constraint

Abstract

A method for scheduling jobs in a networked computing grid is described. The method includes scheduling jobs to meet goals related to execution of the jobs within the computing grid. The jobs maybe scheduled by evaluating job execution goals against available resource slots provided by the computing grid. Also disclosed are related methods for scheduling jobs in which the jobs are submitted to service classes having defined job execution goals, and wherein the jobs are scheduled according to the job execution goals of the service classes.
PCT/IB2005/001721 2004-06-17 2005-06-17 Goal-oriented predictive scheduling in a grid environment WO2005122681A2 (en)

Applications Claiming Priority (2)

Application Number Priority Date Filing Date Title
US10/871,502 US7844969B2 (en) 2004-06-17 2004-06-17 Goal-oriented predictive scheduling in a grid environment
US10/871,502 2004-06-17

Publications (2)

Publication Number Publication Date
WO2005122681A2 WO2005122681A2 (en) 2005-12-29
WO2005122681A3 true WO2005122681A3 (en) 2006-04-27

Family

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Family Applications (1)

Application Number Title Priority Date Filing Date
PCT/IB2005/001721 WO2005122681A2 (en) 2004-06-17 2005-06-17 Goal-oriented predictive scheduling in a grid environment

Country Status (2)

Country Link
US (1) US7844969B2 (en)
WO (1) WO2005122681A2 (en)

Families Citing this family (43)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
US8726278B1 (en) 2004-07-21 2014-05-13 The Mathworks, Inc. Methods and system for registering callbacks and distributing tasks to technical computing works
US8612980B2 (en) * 2003-12-04 2013-12-17 The Mathworks, Inc. Distribution of job in a portable format in distributed computing environments
EP1725947A4 (en) * 2004-03-13 2008-08-06 Cluster Resources Inc System and method for providing advanced reservations in a compute environment
US8782654B2 (en) 2004-03-13 2014-07-15 Adaptive Computing Enterprises, Inc. Co-allocating a reservation spanning different compute resources types
EP1735706A4 (en) * 2004-03-13 2008-08-13 Cluster Resources Inc System and method of co-allocating a reservation spanning different compute resources types
US7890629B2 (en) 2004-03-13 2011-02-15 Adaptive Computing Enterprises, Inc. System and method of providing reservation masks within a compute environment
EP2339469A1 (en) 2004-03-13 2011-06-29 Adaptive Computing Enterprises, Inc. System and method for a self-optimizing reservation in time of compute resources
US8856793B2 (en) * 2004-05-11 2014-10-07 International Business Machines Corporation System, method and program for scheduling computer program jobs
US20070266388A1 (en) 2004-06-18 2007-11-15 Cluster Resources, Inc. System and method for providing advanced reservations in a compute environment
US7908313B2 (en) * 2004-07-21 2011-03-15 The Mathworks, Inc. Instrument-based distributed computing systems
US8176490B1 (en) 2004-08-20 2012-05-08 Adaptive Computing Enterprises, Inc. System and method of interfacing a workload manager and scheduler with an identity manager
CA2586763C (en) 2004-11-08 2013-12-17 Cluster Resources, Inc. System and method of providing system jobs within a compute environment
US9075657B2 (en) 2005-04-07 2015-07-07 Adaptive Computing Enterprises, Inc. On-demand access to compute resources
US8863143B2 (en) 2006-03-16 2014-10-14 Adaptive Computing Enterprises, Inc. System and method for managing a hybrid compute environment
US7996455B2 (en) 2005-06-17 2011-08-09 Adaptive Computing Enterprises, Inc. System and method for providing dynamic roll-back reservations in time
US9231886B2 (en) 2005-03-16 2016-01-05 Adaptive Computing Enterprises, Inc. Simple integration of an on-demand compute environment
JP4074296B2 (en) * 2005-03-25 2008-04-09 株式会社東芝 Schedulability determination method, real-time system, and program
JP5025116B2 (en) * 2005-10-25 2012-09-12 キヤノン株式会社 Information processing apparatus, control method therefor, and program
CN100440802C (en) * 2005-12-26 2008-12-03 北京航空航天大学 Service gridding system and method for processing operation
CN100373343C (en) * 2005-12-26 2008-03-05 北京航空航天大学 Service grid scheduling device and scheduling method
US20090064151A1 (en) * 2007-08-28 2009-03-05 International Business Machines Corporation Method for integrating job execution scheduling, data transfer and data replication in distributed grids
US20090077235A1 (en) * 2007-09-19 2009-03-19 Sun Microsystems, Inc. Mechanism for profiling and estimating the runtime needed to execute a job
US8041773B2 (en) 2007-09-24 2011-10-18 The Research Foundation Of State University Of New York Automatic clustering for self-organizing grids
US8028072B2 (en) * 2008-03-03 2011-09-27 International Business Machines Corporation Method, apparatus and computer program product implementing session-specific URLs and resources
US9465663B2 (en) * 2008-10-31 2016-10-11 Synopsys, Inc. Allocating resources in a compute farm to increase resource utilization by using a priority-based allocation layer to allocate job slots to projects
US7587718B1 (en) * 2008-10-31 2009-09-08 Synopsys, Inc. Method and apparatus for enforcing a resource-usage policy in a compute farm
US8281312B2 (en) * 2009-05-18 2012-10-02 Xerox Corporation System and method providing for resource exclusivity guarantees in a network of multifunctional devices with preemptive scheduling capabilities
US10877695B2 (en) 2009-10-30 2020-12-29 Iii Holdings 2, Llc Memcached server functionality in a cluster of data processing nodes
US11720290B2 (en) 2009-10-30 2023-08-08 Iii Holdings 2, Llc Memcached server functionality in a cluster of data processing nodes
US8296765B2 (en) 2010-07-27 2012-10-23 Kurdi Heba A Method of forming a personal mobile grid system and resource scheduling thereon
US8621477B2 (en) 2010-10-29 2013-12-31 International Business Machines Corporation Real-time monitoring of job resource consumption and prediction of resource deficiency based on future availability
US9307048B2 (en) 2010-12-28 2016-04-05 Microsoft Technology Licensing, Llc System and method for proactive task scheduling of a copy of outlier task in a computing environment
US9262216B2 (en) * 2012-02-14 2016-02-16 Microsoft Technologies Licensing, LLC Computing cluster with latency control
WO2013166001A2 (en) * 2012-04-30 2013-11-07 Massachusetts Institute Of Technology Uniprocessor schedulability testing for non-preemptive task sets
US9477529B2 (en) 2012-06-20 2016-10-25 International Business Machines Corporation Job distributed within a grid environment using mega-host groupings of execution hosts based on resource attributes
US9141432B2 (en) 2012-06-20 2015-09-22 International Business Machines Corporation Dynamic pending job queue length for job distribution within a grid environment
US9411658B2 (en) * 2013-02-21 2016-08-09 Vmware, Inc. Token-based adaptive task management for virtual machines
US8978034B1 (en) * 2013-03-15 2015-03-10 Natero, Inc. System for dynamic batching at varying granularities using micro-batching to achieve both near real-time and batch processing characteristics
US10802876B2 (en) 2013-05-22 2020-10-13 Massachusetts Institute Of Technology Multiprocessor scheduling policy with deadline constraint for determining multi-agent schedule for a plurality of agents
US20150081400A1 (en) * 2013-09-19 2015-03-19 Infosys Limited Watching ARM
CN104951852A (en) * 2014-03-24 2015-09-30 阿里巴巴集团控股有限公司 Method and system for processing periodic order information
CN104994034B (en) * 2015-06-30 2018-11-09 许继集团有限公司 A kind of receiving/transmission method of the point-to-point SV messages of combining unit
GB2545435B (en) * 2015-12-15 2019-10-30 Advanced Risc Mach Ltd Data processing systems

Citations (8)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
US5467268A (en) * 1994-02-25 1995-11-14 Minnesota Mining And Manufacturing Company Method for resource assignment and scheduling
US5504894A (en) * 1992-04-30 1996-04-02 International Business Machines Corporation Workload manager for achieving transaction class response time goals in a multiprocessing system
US5675739A (en) * 1995-02-03 1997-10-07 International Business Machines Corporation Apparatus and method for managing a distributed data processing system workload according to a plurality of distinct processing goal types
US5742772A (en) * 1995-11-17 1998-04-21 Lucent Technologies Inc. Resource management system for a broadband multipoint bridge
US5889944A (en) * 1994-07-25 1999-03-30 British Telecommunications Public Limited Company Computer system having client-server architecture
US6385638B1 (en) * 1997-09-04 2002-05-07 Equator Technologies, Inc. Processor resource distributor and method
US6631354B1 (en) * 1998-12-01 2003-10-07 International Business Machines Corporation Deriving and running workload manager enclaves from workflows
WO2004038587A2 (en) * 2002-10-25 2004-05-06 Sap Aktiengesellschaft Enterprise multi-agent software system

Family Cites Families (46)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
US3648253A (en) 1969-12-10 1972-03-07 Ibm Program scheduler for processing systems
GB1313375A (en) * 1970-07-18 1973-04-11 Gross Cash Registers Ltd Printing devices
JPS61114363A (en) 1984-11-07 1986-06-02 Hitachi Ltd Job transfer system between computer systems
US5031089A (en) 1988-12-30 1991-07-09 United States Of America As Represented By The Administrator, National Aeronautics And Space Administration Dynamic resource allocation scheme for distributed heterogeneous computer systems
EP0422310A1 (en) 1989-10-10 1991-04-17 International Business Machines Corporation Distributed mechanism for the fast scheduling of shared objects
US5179702A (en) * 1989-12-29 1993-01-12 Supercomputer Systems Limited Partnership System and method for controlling a highly parallel multiprocessor using an anarchy based scheduler for parallel execution thread scheduling
SE470031B (en) 1991-06-20 1993-10-25 Icl Systems Ab System and method for monitoring and changing the operation of a computer system
US5522070A (en) * 1992-03-19 1996-05-28 Fujitsu Limited Computer resource distributing method and system for distributing a multiplicity of processes to a plurality of computers connected in a network
AU3944793A (en) 1992-03-31 1993-11-08 Aggregate Computing, Inc. An integrated remote execution system for a heterogenous computer network environment
US5903757A (en) 1992-09-10 1999-05-11 International Business Machines Corporation Monitoring and handling of exception conditions in computer system
US5473773A (en) * 1994-04-04 1995-12-05 International Business Machines Corporation Apparatus and method for managing a data processing system workload according to two or more distinct processing goals
US5619656A (en) 1994-05-05 1997-04-08 Openservice, Inc. System for uninterruptively displaying only relevant and non-redundant alert message of the highest severity for specific condition associated with group of computers being managed
US5612844A (en) * 1995-04-27 1997-03-18 Imation Corp. Prism for a data cartridge
US5603029A (en) * 1995-06-07 1997-02-11 International Business Machines Corporation System of assigning work requests based on classifying into an eligible class where the criteria is goal oriented and capacity information is available
US6282561B1 (en) * 1995-12-07 2001-08-28 Microsoft Corporation Method and system for resource management with independent real-time applications on a common set of machines
US5812844A (en) 1995-12-07 1998-09-22 Microsoft Corporation Method and system for scheduling the execution of threads using optional time-specific scheduling constraints
US5805785A (en) 1996-02-27 1998-09-08 International Business Machines Corporation Method for monitoring and recovery of subsystems in a distributed/clustered system
US5872931A (en) 1996-08-13 1999-02-16 Veritas Software, Corp. Management agent automatically executes corrective scripts in accordance with occurrences of specified events regardless of conditions of management interface and management engine
US5978829A (en) * 1996-11-05 1999-11-02 A.T. & T. Corporation Apparatus and methods for sharing idle workstations
US6714960B1 (en) * 1996-11-20 2004-03-30 Silicon Graphics, Inc. Earnings-based time-share scheduling
US6353844B1 (en) * 1996-12-23 2002-03-05 Silicon Graphics, Inc. Guaranteeing completion times for batch jobs without static partitioning
US5893905A (en) 1996-12-24 1999-04-13 Mci Communications Corporation Automated SLA performance analysis monitor with impact alerts on downstream jobs
US6393455B1 (en) * 1997-03-28 2002-05-21 International Business Machines Corp. Workload management method to enhance shared resource access in a multisystem environment
SE9702239L (en) * 1997-06-12 1998-07-06 Telia Ab Arrangements for load balancing in computer networks
AU735024B2 (en) * 1997-07-25 2001-06-28 British Telecommunications Public Limited Company Scheduler for a software system
US6247041B1 (en) * 1997-08-29 2001-06-12 International Business Machines Corporation Multiprocessor computer system with user specifiable process placement
US6230183B1 (en) * 1998-03-11 2001-05-08 International Business Machines Corporation Method and apparatus for controlling the number of servers in a multisystem cluster
US6356917B1 (en) 1998-07-17 2002-03-12 Ncr Corporation Monitoring and raising alerts for database jobs
US6728961B1 (en) 1999-03-31 2004-04-27 International Business Machines Corporation Method and system for dynamically load balancing a process over a plurality of peer machines
US6516350B1 (en) 1999-06-17 2003-02-04 International Business Machines Corporation Self-regulated resource management of distributed computer resources
US6463454B1 (en) * 1999-06-17 2002-10-08 International Business Machines Corporation System and method for integrated load distribution and resource management on internet environment
US6564174B1 (en) 1999-09-29 2003-05-13 Bmc Software, Inc. Enterprise management system and method which indicates chaotic behavior in system resource usage for more accurate modeling and prediction
US6694345B1 (en) * 1999-10-05 2004-02-17 International Business Machines Corporatioin External job scheduling within a distributed processing system having a local job control system
US6156350A (en) * 1999-12-02 2000-12-05 Corazon Technologies, Inc. Methods and kits for use in preventing restenosis
US20020049841A1 (en) * 2000-03-03 2002-04-25 Johnson Scott C Systems and methods for providing differentiated service in information management environments
US6859926B1 (en) * 2000-09-14 2005-02-22 International Business Machines Corporation Apparatus and method for workload management using class shares and tiers
US7328261B2 (en) 2001-11-21 2008-02-05 Clearcube Technology, Inc. Distributed resource manager
CN1662901A (en) 2002-06-25 2005-08-31 国际商业机器公司 Method and system for monitoring performance of application in a distributed environment
JP4133068B2 (en) * 2002-07-23 2008-08-13 株式会社日立製作所 Computer system
US7194445B2 (en) 2002-09-20 2007-03-20 Lenovo (Singapore) Pte. Ltd. Adaptive problem determination and recovery in a computer system
US20060294238A1 (en) * 2002-12-16 2006-12-28 Naik Vijay K Policy-based hierarchical management of shared resources in a grid environment
JP4045991B2 (en) * 2003-03-27 2008-02-13 株式会社日立製作所 Policy rule generation method and job operation management method using the same
US20050172291A1 (en) * 2004-01-30 2005-08-04 Rajarshi Das Method and apparatus for utility-based dynamic resource allocation in a distributed computing system
US8458691B2 (en) * 2004-04-15 2013-06-04 International Business Machines Corporation System and method for dynamically building application environments in a computational grid
US20050234937A1 (en) * 2004-04-15 2005-10-20 International Business Machines Corporation System and method for rating performance of computing grid service providers
US20060048157A1 (en) * 2004-05-18 2006-03-02 International Business Machines Corporation Dynamic grid job distribution from any resource within a grid environment

Patent Citations (8)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
US5504894A (en) * 1992-04-30 1996-04-02 International Business Machines Corporation Workload manager for achieving transaction class response time goals in a multiprocessing system
US5467268A (en) * 1994-02-25 1995-11-14 Minnesota Mining And Manufacturing Company Method for resource assignment and scheduling
US5889944A (en) * 1994-07-25 1999-03-30 British Telecommunications Public Limited Company Computer system having client-server architecture
US5675739A (en) * 1995-02-03 1997-10-07 International Business Machines Corporation Apparatus and method for managing a distributed data processing system workload according to a plurality of distinct processing goal types
US5742772A (en) * 1995-11-17 1998-04-21 Lucent Technologies Inc. Resource management system for a broadband multipoint bridge
US6385638B1 (en) * 1997-09-04 2002-05-07 Equator Technologies, Inc. Processor resource distributor and method
US6631354B1 (en) * 1998-12-01 2003-10-07 International Business Machines Corporation Deriving and running workload manager enclaves from workflows
WO2004038587A2 (en) * 2002-10-25 2004-05-06 Sap Aktiengesellschaft Enterprise multi-agent software system

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Publication number Publication date
WO2005122681A2 (en) 2005-12-29
US7844969B2 (en) 2010-11-30
US20050283534A1 (en) 2005-12-22

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