Comparing various workflow scheduling algorithms based on cost-time tradeoff criteria for clouds

Cloud scheduling of workflow applications have become a great challenge, especially when we are dealing with many QoS (Quality of Service) constraints. Scheduling Workflow tasks onto instances of VMs in heterogeneous cloud environments have become challenging. Many cloud scheduling algorithms based on multi-objective QoS constraints. We have compared cloud scheduling algorithms justifying cost-time trade of criteria in our research. Our work emphasizes on both static and dynamic cloud scheduling algorithm for clouds. We have compared these under various parameters and conditions such as research gaps or drawbacks of the proposed algorithm, trade-off function used, task selection strategy used and many more.

Authors

Institutions

Publication Details

Published
2024-11-21
DOI
https://doi.org/10.1109/akgec62572.2024.10867945
Primary Topic
Cloud Computing and Resource Management
Type
article
Field-Weighted Citation Impact
0.00
Controls
|||
ALL TIME
JAN
FEB
MAR
APR
MAY
JUN
JUL
AUG
SEP
OCT
article

Comparing various workflow scheduling algorithms based on cost-time tradeoff criteria for clouds

Amit Aggarwal, Meenakshi Bist
Cloud Computing and Resource Management
article

Comparing various workflow scheduling algorithms based on cost-time tradeoff criteria for clouds

Amit Aggarwal, Meenakshi Bist
article en

Abstract

Cloud scheduling of workflow applications have become a great challenge, especially when we are dealing with many QoS (Quality of Service) constraints. Scheduling Workflow tasks onto instances of VMs in heterogeneous cloud environments have become challenging. Many cloud scheduling algorithms based on multi-objective QoS constraints. We have compared cloud scheduling algorithms justifying cost-time trade of criteria in our research. Our work emphasizes on both static and dynamic cloud scheduling algorithm for clouds. We have compared these under various parameters and conditions such as research gaps or drawbacks of the proposed algorithm, trade-off function used, task selection strategy used and many more.

Uttarakhand Technical University (IN)
Openalex Percentile: Top 57%
Cloud Computing and Resource Management
AI Navigator

Ask Laika to Summarize, Analyze, and Connect papers live on the map.

Summarize Papers & Methodologies

Extract key findings, datasets, and comparative methods across publications.

Benchmark Rankings & Visual Analytics

Rank top research institutions, authors, funders, topics, and journals by Field-Weighted Citation Impact (FWCI) and paper volume with instant charts.

Connect Distant Disciplines

Bridge topological clusters on the map to find hidden collaborative intersections.