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Streams of data flow in transmission control protocol (TCP) request-response cycle efficiency

This study examines the complexities of data transmission in Transmission Control Protocol (TCP) Request-Response cycles, with the goal of improving overall efficiency. The research aims to enhance the efficiency of these cycles by studying the dynamic characteristics of data streams. An experimen...

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Main Authors: Abubakar, Adamu, Muhammed Yusof, Zulkefli
Format: Article
Language:English
Published: IIUM Press 2024
Subjects:
Q300 Cybernetics
Online Access:http://irep.iium.edu.my/110575/7/110575_Streams%20of%20data%20flow%20in%20transmission%20control.pdf
http://irep.iium.edu.my/110575/
https://journals.iium.edu.my/kict/index.php/IJPCC/article/view/458/275
https://doi.org/10.31436/ijpcc.v10i1.458
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spelling my.iium.irep.1105752024-01-29T04:20:32Z http://irep.iium.edu.my/110575/ Streams of data flow in transmission control protocol (TCP) request-response cycle efficiency Abubakar, Adamu Muhammed Yusof, Zulkefli Q300 Cybernetics This study examines the complexities of data transmission in Transmission Control Protocol (TCP) Request-Response cycles, with the goal of improving overall efficiency. The research aims to enhance the efficiency of these cycles by studying the dynamic characteristics of data streams. An experimental analysis was carried out utilising a thorough examination of TCP streams of HTTP request-response cycle, with a focus on the complex interaction between client requests and server responses. This study utilises BlazeMeter and JMeter to analyse the effectiveness of TCP request-response cycles, specifically examining the dynamics of data flow. Significant variances were seen in performance indicators across a range of different settings. Analysis of certain experimental request-response scenarios reveals that consistently high response times leads to a persistent server load as well as resource limitations, which negatively affect the overall user experience. In contrast, certain request-response scenarios demonstrate a greater throughput, suggesting a more efficient data transfer capacity, whilst lower throughput scenarios in the experimental conditions indicate the possible bottlenecks as well as network problems. The analysis encompasses various thread groups, providing insights into error rates, response times, and throughputs. These findings enhance the understanding of the efficiency of the TCP request-response cycle and emphasise the elements that affect the flow of data during transmission sessions. Consequently, the research concludes that the data flow within TCP request-response cycles lacks a discernible pattern that can be utilised for training purposes in the field of Artificial Intelligence. IIUM Press 2024-01-28 Article PeerReviewed application/pdf en http://irep.iium.edu.my/110575/7/110575_Streams%20of%20data%20flow%20in%20transmission%20control.pdf Abubakar, Adamu and Muhammed Yusof, Zulkefli (2024) Streams of data flow in transmission control protocol (TCP) request-response cycle efficiency. International Journal on Perceptive and Cognitive Computing, 10 (1). pp. 79-89. E-ISSN 2462-229X https://journals.iium.edu.my/kict/index.php/IJPCC/article/view/458/275 https://doi.org/10.31436/ijpcc.v10i1.458
institution Universiti Islam Antarabangsa Malaysia
building IIUM Library
collection Institutional Repository
continent Asia
country Malaysia
content_provider International Islamic University Malaysia
content_source IIUM Repository (IREP)
url_provider http://irep.iium.edu.my/
language English
topic Q300 Cybernetics
spellingShingle Q300 Cybernetics
Abubakar, Adamu
Muhammed Yusof, Zulkefli
Streams of data flow in transmission control protocol (TCP) request-response cycle efficiency
description This study examines the complexities of data transmission in Transmission Control Protocol (TCP) Request-Response cycles, with the goal of improving overall efficiency. The research aims to enhance the efficiency of these cycles by studying the dynamic characteristics of data streams. An experimental analysis was carried out utilising a thorough examination of TCP streams of HTTP request-response cycle, with a focus on the complex interaction between client requests and server responses. This study utilises BlazeMeter and JMeter to analyse the effectiveness of TCP request-response cycles, specifically examining the dynamics of data flow. Significant variances were seen in performance indicators across a range of different settings. Analysis of certain experimental request-response scenarios reveals that consistently high response times leads to a persistent server load as well as resource limitations, which negatively affect the overall user experience. In contrast, certain request-response scenarios demonstrate a greater throughput, suggesting a more efficient data transfer capacity, whilst lower throughput scenarios in the experimental conditions indicate the possible bottlenecks as well as network problems. The analysis encompasses various thread groups, providing insights into error rates, response times, and throughputs. These findings enhance the understanding of the efficiency of the TCP request-response cycle and emphasise the elements that affect the flow of data during transmission sessions. Consequently, the research concludes that the data flow within TCP request-response cycles lacks a discernible pattern that can be utilised for training purposes in the field of Artificial Intelligence.
format Article
author Abubakar, Adamu
Muhammed Yusof, Zulkefli
author_facet Abubakar, Adamu
Muhammed Yusof, Zulkefli
author_sort Abubakar, Adamu
title Streams of data flow in transmission control protocol (TCP) request-response cycle efficiency
title_short Streams of data flow in transmission control protocol (TCP) request-response cycle efficiency
title_full Streams of data flow in transmission control protocol (TCP) request-response cycle efficiency
title_fullStr Streams of data flow in transmission control protocol (TCP) request-response cycle efficiency
title_full_unstemmed Streams of data flow in transmission control protocol (TCP) request-response cycle efficiency
title_sort streams of data flow in transmission control protocol (tcp) request-response cycle efficiency
publisher IIUM Press
publishDate 2024
url http://irep.iium.edu.my/110575/7/110575_Streams%20of%20data%20flow%20in%20transmission%20control.pdf
http://irep.iium.edu.my/110575/
https://journals.iium.edu.my/kict/index.php/IJPCC/article/view/458/275
https://doi.org/10.31436/ijpcc.v10i1.458
_version_ 1789424089393266688
score 13.211869

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