Job scheduling in cloud computing using a modified harris hawks optimization and simulated annealing algorithm

I Attiya, M Abd Elaziz, S Xiong - Computational intelligence and …, 2020 - Wiley Online Library
In recent years, cloud computing technology has attracted extensive attention from both
academia and industry. The popularity of cloud computing was originated from its ability to …

[图书][B] Metaheuristics for scheduling in industrial and manufacturing applications

F Xhafa, A Abraham - 2008 - Springer
During the past decades scheduling has been among the most studied optimization
problems and it is still an active area of research! Scheduling appears in many areas of …

Meta-heuristics for grid scheduling problems

F Xhafa, A Abraham - Metaheuristics for scheduling in distributed …, 2008 - Springer
In this chapter, we review a few important concepts from Grid computing related to
scheduling problems and their resolution using heuristic and meta-heuristic approaches …

A parallel micro evolutionary algorithm for heterogeneous computing and grid scheduling

S Nesmachnow, H Cancela, E Alba - Applied Soft Computing, 2012 - Elsevier
This work presents a novel parallel micro evolutionary algorithm for scheduling tasks in
distributed heterogeneous computing and grid environments. The scheduling problem in …

Efficient batch job scheduling in grids using cellular memetic algorithms

F Xhafa, E Alba, B Dorronsoro, B Duran… - … for Scheduling in …, 2008 - Springer
Due to the complex nature of Grid systems, the design of efficient Grid schedulers is
challenging since such schedulers have to be able to optimize many conflicting criteria in …

Scheduling independent tasks on heterogeneous processors using heuristics and Column Pricing

C Gogos, C Valouxis, P Alefragis, G Goulas… - Future Generation …, 2016 - Elsevier
Efficiently scheduling a set of independent tasks on a virtual supercomputer formed by many
heterogeneous components has great practical importance, since such systems are …

Solving very large instances of the scheduling of independent tasks problem on the GPU

F Pinel, B Dorronsoro, P Bouvry - Journal of Parallel and Distributed …, 2013 - Elsevier
In this paper, we present two new parallel algorithms to solve large instances of the
scheduling of independent tasks problem. First, we describe a parallel version of the Min …

Heterogeneous computing scheduling with evolutionary algorithms

S Nesmachnow, H Cancela, E Alba - Soft Computing, 2010 - Springer
This work presents sequential and parallel evolutionary algorithms (EAs) applied to the
scheduling problem in heterogeneous computing environments, a NP-hard problem with …

A novel simulated annealing-based optimization approach for cluster-based task scheduling

E Celik, D Dal - Cluster Computing, 2021 - Springer
Rapidly advancing technology brings a huge volume of data along the way that grows at a
staggering pace and cannot be processed with traditional algorithms/hardware. Therefore …

Performance and fairness for users in parallel job scheduling

D Klusácek, H Rudová - Job Scheduling Strategies for Parallel Processing …, 2013 - Springer
In this work we analyze the performance of scheduling algorithms with respect to fairness.
Existing works frequently consider fairness as a job related issue. In our work we analyze …