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

Future Generation Computer Systems ◽

10.1016/j.future.2019.08.012 ◽

2020 ◽

Vol 102 ◽

pp. 307-322 ◽

Cited By ~ 15

Author(s):

Goshgar Ismayilov ◽

Haluk Rahmi Topcuoglu

Keyword(s):

Neural Network ◽

Cloud Computing ◽

Evolutionary Algorithm ◽

Workflow Scheduling ◽

Multi Objective ◽

Dynamic Workflow

Download Full-text

Dynamic workflow scheduling in the cloud using a neural network-based multi-objective evolutionary algorithm

International Journal of Communication Networks and Distributed Systems ◽

10.1504/ijcnds.2021.119210 ◽

2021 ◽

Vol 27 (4) ◽

pp. 424

Author(s):

K. Jairam Naik ◽

Siddharth Chandra ◽

Paras Agarwal

Keyword(s):

Neural Network ◽

Evolutionary Algorithm ◽

Workflow Scheduling ◽

Multi Objective ◽

Dynamic Workflow

Download Full-text

Dynamic Workflow Scheduling in Cloud using Neural Network based Multi-Objective Evolutionary Algorithm

International Journal of Communication Networks and Distributed Systems ◽

10.1504/ijcnds.2021.10040231 ◽

2021 ◽

Vol 1 (1) ◽

pp. 1

Author(s):

Paras Agarwal ◽

Siddarth Chandra ◽

K. Jairam Naik

Keyword(s):

Neural Network ◽

Evolutionary Algorithm ◽

Workflow Scheduling ◽

Multi Objective ◽

Dynamic Workflow

Download Full-text

Energy and Cost-Aware Workflow Scheduling in Cloud Computing Data Centers Using a Multi-objective Optimization Algorithm

Journal of Network and Systems Management ◽

10.1007/s10922-021-09599-4 ◽

2021 ◽

Vol 29 (3) ◽

Author(s):

Ali Mohammadzadeh ◽

Mohammad Masdari ◽

Farhad Soleimanian Gharehchopogh

Keyword(s):

Cloud Computing ◽

Optimization Algorithm ◽

Data Centers ◽

Workflow Scheduling ◽

Multi Objective Optimization ◽

Multi Objective

Download Full-text

MOWS: Multi-objective workflow scheduling in cloud computing based on heuristic algorithm

Simulation Modelling Practice and Theory ◽

10.1016/j.simpat.2018.10.004 ◽

2019 ◽

Vol 93 ◽

pp. 119-132 ◽

Cited By ~ 15

Author(s):

Farzaneh Abazari ◽

Morteza Analoui ◽

Hassan Takabi ◽

Song Fu

Keyword(s):

Cloud Computing ◽

Heuristic Algorithm ◽

Workflow Scheduling ◽

Multi Objective

Download Full-text

Dynamic Multi-Objective Workflow Scheduling for Cloud Computing Based on Evolutionary Algorithms

2018 IEEE/ACM International Conference on Utility and Cloud Computing Companion (UCC Companion) ◽

10.1109/ucc-companion.2018.00042 ◽

2018 ◽

Cited By ~ 1

Author(s):

Goshgar Ismayilov ◽

Haluk Rahmi Topcuoglu

Keyword(s):

Cloud Computing ◽

Evolutionary Algorithms ◽

Workflow Scheduling ◽

Multi Objective

Download Full-text

An adaptive multi-objective evolutionary algorithm for constrained workflow scheduling in Clouds

Distributed and Parallel Databases ◽

10.1007/s10619-017-7215-z ◽

2017 ◽

Vol 36 (2) ◽

pp. 339-368 ◽

Cited By ~ 12

Author(s):

Miao Zhang ◽

Huiqi Li ◽

Li Liu ◽

Rajkumar Buyya

Keyword(s):

Evolutionary Algorithm ◽

Workflow Scheduling ◽

Multi Objective

Download Full-text

Renumber Coevolutionary Multiswarm Particle Swarm Optimization for Multi-objective Workflow Scheduling on Cloud Computing Environment

Proceedings of the Companion Publication of the 2015 on Genetic and Evolutionary Computation Conference - GECCO Companion '15 ◽

10.1145/2739482.2764632 ◽

2015 ◽

Cited By ~ 8

Author(s):

Hai-Hao Li ◽

Zong-Gan Chen ◽

Zhi-Hui Zhan ◽

Ke-Jing Du ◽

Jun Zhang

Keyword(s):

Cloud Computing ◽

Particle Swarm Optimization ◽

Particle Swarm ◽

Workflow Scheduling ◽

Computing Environment ◽

Swarm Optimization ◽

Cloud Computing Environment ◽

Multi Objective

Download Full-text

Budget and SLA Aware Dynamic Workflow Scheduling in Cloud Computing with Heterogeneous Resources

2021 IEEE Congress on Evolutionary Computation (CEC) ◽

10.1109/cec45853.2021.9504709 ◽

2021 ◽

Author(s):

Yifan Yang ◽

Gang Chen ◽

Hui Ma ◽

Mengjie Zhang ◽

Victoria Huang

Keyword(s):

Cloud Computing ◽

Workflow Scheduling ◽

Dynamic Workflow ◽

Heterogeneous Resources

Download Full-text

Dynamic Workflow Scheduling Approach for Minimizing the Response Time Using An Efficient Workflow Scheduler in Cloud Computing

2019 International Conference on Smart Systems and Inventive Technology (ICSSIT) ◽

10.1109/icssit46314.2019.8987804 ◽

2019 ◽

Author(s):

G. Justy Mirobi ◽

L. Arockiam

Keyword(s):

Cloud Computing ◽

Response Time ◽

Workflow Scheduling ◽

Dynamic Workflow

Download Full-text

An effective meta-heuristic based multi-objective hybrid optimization method for workflow scheduling in cloud computing environment

Cluster Computing ◽

10.1007/s10586-021-03269-5 ◽

2021 ◽

Author(s):

Jabir Kakkottakath Valappil Thekkepuryil ◽

David Peter Suseelan ◽

Preetha Mathew Keerikkattil

Keyword(s):

Cloud Computing ◽

Optimization Method ◽

Hybrid Optimization ◽

Workflow Scheduling ◽

Computing Environment ◽

Cloud Computing Environment ◽

Multi Objective ◽

Hybrid Optimization Method

Download Full-text