TCP Protocol Validation and Optimization Through Automata Theory

Modeling and analyzing the intricate behaviors of the Transmission Control Protocol (TCP) are crucial for ensuring its reliability and efficiency in modern communication systems. This work focuses on representing TCP state transitions, including connection establishment, data transfer, and error handling, using Deterministic Finite Automata (DFA) and Pushdown Automata (PDA). These models provide a formal framework to capture deterministic state transitions and memory-dependent operations, enabling an in-depth analysis of TCP’s behavior under various scenarios. The integration of formal automata enhances the understanding of TCP’s robustness, identifies inefficiencies, and contributes to improved error handling and protocol optimization. The use of automata for analyzing TCP offers a structured approach to validating protocol correctness and ensures its adaptability to increasingly complex network environments, making it a significant advancement in protocol analysis.

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Publication Details

Published
2025-04-24
DOI
https://doi.org/10.1109/amathe65477.2025.11081317
Primary Topic
Network Traffic and Congestion Control
Type
article
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TCP Protocol Validation and Optimization Through Automata Theory

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Network Traffic and Congestion Control
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TCP Protocol Validation and Optimization Through Automata Theory

Mike Megrove Reddy, Niharika Panda, Okesh Ankireddypalli, Saranya Gujjula, Mouhitha Arella
article en

Abstract

Modeling and analyzing the intricate behaviors of the Transmission Control Protocol (TCP) are crucial for ensuring its reliability and efficiency in modern communication systems. This work focuses on representing TCP state transitions, including connection establishment, data transfer, and error handling, using Deterministic Finite Automata (DFA) and Pushdown Automata (PDA). These models provide a formal framework to capture deterministic state transitions and memory-dependent operations, enabling an in-depth analysis of TCP’s behavior under various scenarios. The integration of formal automata enhances the understanding of TCP’s robustness, identifies inefficiencies, and contributes to improved error handling and protocol optimization. The use of automata for analyzing TCP offers a structured approach to validating protocol correctness and ensures its adaptability to increasingly complex network environments, making it a significant advancement in protocol analysis.

Amrita Vishwa Vidyapeetham (IN)
Openalex Percentile: Top 80%
Network Traffic and Congestion Control
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