Jämförande analys av rättvisa schmaläggningsalgoritmer inom resursintensiva applikationer

This thesis compares three fair-scheduling algorithms, Round robin, Weighted fairqueuing and the Completely fair scheduler, and two message brokers, Kafka andRabbitMQ, in resource-intensive environments. In controlled docker setups, fairness is measured using Jain’s index, and efficiency is evaluated via throughput, waiting time and context-switch overhead. Round robin achieved the highest fairness of0.831, but the lowest throughput. WFQ recorded fairness of 0.593 with throughputof 0.095 while CFS combined fairness of 0.807 with high throughput 0.182.Both message brokers reached near-perfect fairness of about ≈1.00 on the Jain’s fairness index, and RabbitMQ delivered higher throughput than Kafka.

Publication Details

Journal
KTH Publication Database DiVA (KTH Royal Institute of Technology)
Published
2025-01-01
Primary Topic
Magnetic confinement fusion research
Type
article
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article

Jämförande analys av rättvisa schmaläggningsalgoritmer inom resursintensiva applikationer

KTH Publication Database DiVA (KTH Royal Institute of Technology)
Magnetic confinement fusion research
article

Jämförande analys av rättvisa schmaläggningsalgoritmer inom resursintensiva applikationer

article en

Abstract

This thesis compares three fair-scheduling algorithms, Round robin, Weighted fairqueuing and the Completely fair scheduler, and two message brokers, Kafka andRabbitMQ, in resource-intensive environments. In controlled docker setups, fairness is measured using Jain’s index, and efficiency is evaluated via throughput, waiting time and context-switch overhead. Round robin achieved the highest fairness of0.831, but the lowest throughput. WFQ recorded fairness of 0.593 with throughputof 0.095 while CFS combined fairness of 0.807 with high throughput 0.182.Both message brokers reached near-perfect fairness of about ≈1.00 on the Jain’s fairness index, and RabbitMQ delivered higher throughput than Kafka.

KTH Publication Database DiVA (KTH Royal Institute of Technology)
Decent work and economic growth
Openalex Percentile: Top 31%
Magnetic confinement fusion research
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Jämförande analys av rättvisa schmaläggningsalgoritmer inom resursintensiva applikationer · KTH Publication Database DiVA (KTH Royal Institute of Technology) (2025) | TGRS Research Map | TGRS