"Multi-Criteria Group Decision Making Approach for Scheduling Algorithms Selection by Short Term Scheduler using Fuzzy TOPSIS".

被引:0
|
作者
Sharma, Rajeev [1 ]
Garg, Riddhi [2 ]
Kumar, Shubham [3 ]
Goel, Atul Kumar [4 ]
Sharma, M. K. [5 ]
机构
[1] IIMT Engn Coll, Dept Comp Sci, Meerut, India
[2] IFTM Univ, Dept Math, SOS, Delhi Rd, Moradabad 244102, Uttar Pradesh, India
[3] Meerut Inst Technol, Dept Comp Applicat, Meerut, India
[4] AS PG Coll, Dept Math, Meerut, India
[5] Chaudhary Charan Singh Univ, Dept Math, Meerut 250004, India
关键词
CPU scheduling; Decision-making; Fuzzy logic; Process optimization;
D O I
暂无
中图分类号
TM [电工技术]; TN [电子技术、通信技术];
学科分类号
0808 ; 0809 ;
摘要
- The fundamental objective of the CPU scheduler is to equitably and effectively allocate CPU time among competing processes. Within the realm of schedulers, the short-term scheduler specifically addresses this objective by selecting processes from the ready queue for execution on the CPU, guided by various scheduling algorithms. The critical challenge faced by the short-term scheduler lies in the prudent selection of the most suitable algorithm, as an erroneous choice can detrimentally impact system performance, leading to increased waiting and response times for processes. To surmount this challenge, we employ the Fuzzy TOPSIS method within the framework of Multi -Criteria Decision Making (MCDM) to rank scheduling algorithms, taking into account both quantitative and qualitative factors. The proposed approach involves two steps: firstly, defining criteria for algorithm selection, and secondly, obtaining linguistic ratings from experts for potential alternatives based on the specified criteria. The principal aim of this investigation is to utilize the Fuzzy TOPSIS method, integrating fuzzy sets, to produce comprehensive scores that assist in selecting the optimal alternative.
引用
收藏
页码:273 / 283
页数:11
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