Results 11 to 20 of about 1,250,588 (296)

Robust Mouldable Scheduling Using Application Benchmarking For Elastic Enviornments [PDF]

open access: yes, 2012
In this paper we present a framework for developing an intelligent job management and scheduling system that utilizes application specific benchmarks to mould jobs onto available resources.
Kureshi, Ibad   +2 more
core   +3 more sources

Job-Scheduling-Deep-Reinforcement-Learning

open access: yes, 2023
A novel approach to Job Scheduling applying Deep Reinforcement Learning and Neural Network Architectures of Natural Language ProcessingIf you use this software, please cite it as ...
de Oliveira Hitzges, Diego
core   +2 more sources

Scheduling with incompatible jobs

open access: yesDiscrete Applied Mathematics, 1993
zbMATH Open Web Interface contents unavailable due to conflicting licenses.
Hans L. Bodlaender   +2 more
openaire   +6 more sources

Job-shop scheduling with an adaptive neural network and local search hybrid approach [PDF]

open access: yes, 2006
This article is posted here with permission from IEEE - Copyright @ 2006 IEEEJob-shop scheduling is one of the most difficult production scheduling problems in industry.
Yang, S   +3 more
core   +1 more source

A linear programming-based method for job shop scheduling [PDF]

open access: yes, 2012
We present a decomposition heuristic for a large class of job shop scheduling problems. This heuristic utilizes information from the linear programming formulation of the associated optimal timing problem to solve subproblems, can be used for any ...
Bülbül, Kerem, Kaminsky, Philip
core   +1 more source

An improved constraint satisfaction adaptive neural network for job-shop scheduling [PDF]

open access: yes, 2010
Copyright @ Springer Science + Business Media, LLC 2009This paper presents an improved constraint satisfaction adaptive neural network for job-shop scheduling problems.
Yang, S   +11 more
core   +1 more source

Revisiting symbiotic job scheduling [PDF]

open access: yes2015 IEEE International Symposium on Performance Analysis of Systems and Software (ISPASS), 2015
—Symbiotic job scheduling exploits the fact that in a system with shared resources, the performance of jobs is impacted by the behavior of other co-running jobs. By coscheduling combinations of jobs that have low interference, the performance of a system can be increased.
Stijn Eyerman   +2 more
openaire   +2 more sources

Decentralised grid scheduling approach based on multi-agent reinforcement learning and gossip mechanism

open access: yesCAAI Transactions on Intelligence Technology, 2018
As an important class of resource allocation approaches, decentralised job scheduling in large-scale grids has to deal with the difficulties in acquiring timely model information and improving performance by autonomous coordination.
Jun Wu, Xin Xu
doaj   +1 more source

On the Scheduling of Jobs by Computer [PDF]

open access: yesThe Computer Journal, 1962
The scheduling of jobs in a factory is one of the problems which offers rich rewards for any satisfactory solution. The aim is to allocate the order in which a set of jobs shall be passed through the factory so that some desirable criterion should be achieved.
openaire   +1 more source

Constraint satisfaction adaptive neural network and heuristics combined approaches for generalized job-shop scheduling [PDF]

open access: yes, 2000
Copyright @ 2000 IEEEThis paper presents a constraint satisfaction adaptive neural network, together with several heuristics, to solve the generalized job-shop scheduling problem, one of NP-complete constraint satisfaction problems.
Yang, S   +3 more
core   +1 more source

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