Dynamic round robin CPU scheduling algorithm based on K-means clustering technique

SM Mostafa, H Amano - applied sciences, 2020 - mdpi.com
Minimizing time cost in time-shared operating system is the main aim of the researchers
interested in CPU scheduling. CPU scheduling is the basic job within any operating system …

[PDF][PDF] An Adjustable Variant of Round Robin Algorithm Based on Clustering Technique.

SM Mostafa, H Amano - Computers, Materials & Continua, 2021 - researchgate.net
CPU scheduling is the basic task within any time-shared operating system. One of the main
goals of the researchers interested in CPU scheduling is minimizing time cost. Comparing …

[PDF][PDF] ATS: A Novel Time-Sharing CPU Scheduling Algorithm Based on Features Similarities.

SM Mostafa, SA Idris, M Kaur - Computers, Materials & Continua, 2022 - researchgate.net
Minimizing time cost in time-shared operating systems is considered basic and essential
task, and it is the most significant goal for the researchers who interested in CPU scheduling …

Study and evaluation of CPU scheduling algorithms

M González-Rodríguez, L Otero-Cerdeira… - Heliyon, 2024 - cell.com
In the teaching of the operating systems course, which is part of computer engineering
degrees, a thorough understanding of processor scheduling algorithms is crucial. However …

Performance Analysis of Machine Learning-Based Scheduling Policies for Operating Systems

BSS Nadh, A Sha, V Addanki… - 2023 7th …, 2023 - ieeexplore.ieee.org
This study investigates the effectiveness of machine learning-based approaches for
predicting a target variable in a given dataset. We compare the performance of several …

[PDF][PDF] Comparative analysis of cpu scheduling algorithms: Simulation and its applications

AA AL-Bakhrani, AA Hagar, AA Hamoud… - … Journal of Advanced …, 2020 - researchgate.net
The main objective of this paper is to compare different type of algorithms like First-Come,
First-Served Scheduling (FCFS), Shortest-Job-First Scheduling (SJF), Priority Scheduling …

Fairness in CPU Scheduling: A Probabilistic Algorithm

S Prasanna, AS Gulati… - 2024 7th International …, 2024 - ieeexplore.ieee.org
This paper introduces a novel CPU scheduling algorithm for uniprocessor systems that
employs a probabilistic function to enhance fair resource allocation. Unlike traditional …

Simulation of CPU scheduling algorithms for efficient execution of processes

K Vayadande, P Sheth, D Pawal… - … for Advancement in …, 2023 - ieeexplore.ieee.org
In this paper, our main objective is to study, implement and compare different scheduling
algorithms which is very important in increasing the Central Processing Unit's efficiency …

CPU Burst-Time Estimation using Machine Learning

P Samal, S Jha, RK Goyal - 2022 IEEE Delhi Section …, 2022 - ieeexplore.ieee.org
The execution of traditional CPU scheduling algorithms like shortest job first (SJF), multi-
level queue requires prior knowledge of the burst time. Real-Time schedulers also require …

An Adaptive Fuzzy-Based Two-Layered HRRN CPU Scheduler: FHRRN

S Raheja - International Journal of Fuzzy System Applications …, 2022 - igi-global.com
Fuzzy Based CPU scheduler becomes an emerging component of an operating system. It
can handle the imprecise nature of parameters used in scheduler. This paper introduces an …