A novel hybrid antlion optimization algorithm for multi-objective task scheduling problems in cloud computing environments

L Abualigah, A Diabat - Cluster Computing, 2021 - Springer
Efficient task scheduling is considered as one of the main critical challenges in cloud
computing. Task scheduling is an NP-complete problem, so finding the best solution is …

Neural network based multi-objective evolutionary algorithm for dynamic workflow scheduling in cloud computing

G Ismayilov, HR Topcuoglu - Future Generation computer systems, 2020 - Elsevier
Workflow scheduling is a largely studied research topic in cloud computing, which targets to
utilize cloud resources for workflow tasks by considering the objectives specified in QoS. In …

Symbiotic organism search optimization based task scheduling in cloud computing environment

M Abdullahi, MA Ngadi - Future Generation Computer Systems, 2016 - Elsevier
Efficient task scheduling is one of the major steps for effectively harnessing the potential of
cloud computing. In cloud computing, a number of tasks may need to be scheduled on …

Multi objective task scheduling algorithm based on SLA and processing time suitable for cloud environment

M Lavanya, B Shanthi, S Saravanan - Computer Communications, 2020 - Elsevier
Cloud computing is a new paradigm which provides subscription-oriented services.
Scheduling the tasks in cloud computing environments is a multi-goal optimization problem …

A comprehensive review of evolutionary algorithms for multiprocessor DAG scheduling

EC da Silva, PHR Gabriel - Computation, 2020 - mdpi.com
The multiprocessor task scheduling problem has received considerable attention over the
last three decades. In this context, a wide range of studies focuses on the design of …

SLA-based task scheduling algorithms for heterogeneous multi-cloud environment

SK Panda, PK Jana - The Journal of Supercomputing, 2017 - Springer
Abstract Service-level agreement (SLA) is a major issue in cloud computing because it
defines important parameters such as quality of service, uptime, downtime, period of service …

An enhanced discrete symbiotic organism search algorithm for optimal task scheduling in the cloud

S Sa'ad, A Muhammed, M Abdullahi, A Abdullah… - Algorithms, 2021 - mdpi.com
Recently, cloud computing has begun to experience tremendous growth because
government agencies and private organisations are migrating to the cloud environment …

SLA-based group tasks max-min (gtmax-min) algorithm for task scheduling in multi-cloud environments

GK Kamalam, K Sentamilselvan - Operationalizing Multi-Cloud …, 2022 - Springer
Cloud is a distributed heterogeneous computing paradigm that facilitates on-demand
delivery of IT heterogeneous resources to the customer based on their needs over the …

Improving static task scheduling in heterogeneous and homogeneous computing systems

CH Yang, PZ Lee, YC Chung - 2007 International conference …, 2007 - ieeexplore.ieee.org
In this paper, we present a heuristic algorithm that improves the performance of static task
scheduling. Our algorithm is based on the list-scheduling mechanism. For the listing phase …

Energy-aware discrete symbiotic organism search optimization algorithm for task scheduling in a cloud environment

M Sharma, A Verma - 2017 4th International Conference on …, 2017 - ieeexplore.ieee.org
With progress in technology and unceasing improvement in the standard of living, the
practical scope of cloud computing is increasing day by day. Over the years, power …