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Improve the performance of complex system through artificial intelligence.

Authors :
Medikondu, N. R.
Sankara Rao, V.
Gandepudi, Jaya Raju
Babu, K. Prakash
Harsha, A. Sri
Dharmendra, B. V.
Source :
AIP Conference Proceedings. 2023, Vol. 2821 Issue 1, p1-9. 9p.
Publication Year :
2023

Abstract

In this paper for executing and assigning different tasks heuristic algorithm is proposed. It minimizes the mean tardiness (lateness of due date) with utilizing maximum resources. Performance of algorithm evaluated with three examples with 40 number of tasks and processors Cloud computing is the most popular technology to improve system performance with efficient task scheduling algorithm. To perform multiple goals in task scheduling it is an important way to arrange customer needs with an order. Many papers attempted various areas like allocation of possessions, protection, seclusion and scheduling. Execution time, Execution cost, memory and resources are main areas focused by existing researchers. In this work for executing and assigning different tasks heuristic algorithm is proposed. It minimizes the mean tardiness (lateness of due date) with utilizing maximum resources. Performance of algorithm evaluated with three examples with 120 number of tasks and processors. [ABSTRACT FROM AUTHOR]

Details

Language :
English
ISSN :
0094243X
Volume :
2821
Issue :
1
Database :
Academic Search Index
Journal :
AIP Conference Proceedings
Publication Type :
Conference
Accession number :
173743841
Full Text :
https://doi.org/10.1063/5.0158471