Learning-TCP: A Novel Learning Automata Based Congestion Window Updating Mechanism for Ad hoc Wireless Networks
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Some RL-based approaches for updating CWND are designed for resource-constrained networks including WANETs and IoT, while others address wider network architectures such as satellite, cellular, and data center networks.
“Some of these approaches are particularly designed for resourceconstrained networks, including WANETs [29,219,379,380] and IoT [271], while others address a wider range of network architectures [30,122,477], such as satellite, cellular, and data center networks.”
From A comprehensive survey on machine learning for networking: Evolution, applications and research opportunities (2018) · cites this paper as [379]
The deterministic nature of TCP is more prone to cause higher contention losses and CWND synchronization problems in WANET, due to node mobility that continuously modifies the wireless multi-hop paths.
“the deterministic nature of TCP is more prone to cause higher contention losses and CWND synchronization problems in WANET, due to node mobility that continuously modifies the wireless multi-hop paths [29,379].”
From A comprehensive survey on machine learning for networking: Evolution, applications and research opportunities (2018) · cites this paper as [379]
Several simulations in ns-2 and GloMoSim show that both Learning-TCP and TCP-FALA outperform standard TCP-NewReno in terms of packet loss, goodput, and fairness.
“Several simulations in ns-2 and GloMoSim show that both Learning-TCP and TCP-FALA outperform standard TCP-NewReno in terms of packet loss, goodput, and fairness.”
From A comprehensive survey on machine learning for networking: Evolution, applications and research opportunities (2018) · cites this paper as [379]
Cites
Learning Automata: An Introduction
Narendra, K. S., & Thathachar, M. A. L. (1989) · CERN Document Server (European Organization for Nuclear Research) · Cited by 1,556 · see citing works
Ad Hoc Wireless Networks: Architectures and Protocols
Murthy, C. S. R., & Manoj, B. S. B. S. (2004) · Cited by 1,383 · see citing works
Self-citationMobile ad hoc networking: imperatives and challenges
Chlamtac, I., Conti, M., & Liu, J. J. ‐. (2003) · Ad Hoc Networks · doi:10.1016/s1570-8705(03)00013-1 · Cited by 1,354 · see citing works
Analysis of TCP performance over mobile ad hoc networks
Holland, G., & Vaidya, N. H. (1999) · doi:10.1145/313451.313540 · Cited by 708 · see citing works
ATCP: TCP for mobile ad hoc networks
Liu, J., & Singh, S. (2001) · IEEE Journal on Selected Areas in Communications · doi:10.1109/49.932698 · Cited by 508 · see citing works
A feedback-based scheme for improving TCP performance in ad hoc wireless networks
Chandran, K., Raghunathan, S., Venkatesan, S., et al. (2001) · IEEE Personal Communications · doi:10.1109/98.904897 · Cited by 310 · see citing works
Sundaresan, K., Anantharaman, V., Hsieh, H., & Sivakumar, R. (2003) · ACM International Symposium on Mobile Ad Hoc Networking and Computing (MobiHoc) · doi:10.1145/778415.778424 · Cited by 198 · see citing works
Thathachar, M. A. L., & SASTRY, P. S. (2004) · Springer eBooks · doi:10.1007/978-1-4419-9052-5 · Cited by 174 · see citing works
A delay-based approach using fuzzy logic to improve TCP error detection in ad hoc networks
de Oliveira, R., & Braun, T. I. (2004) · IEEE Wireless Communications and Networking Conference · doi:10.1109/wcnc.2004.1311803 · Cited by 47 · see citing works
Sundaresan, K., Anantharaman, V., Hsieh, H., et al. (2003) · ACM International Symposium on Mobile Ad Hoc Networking and Computing (MobiHoc) · doi:10.1145/778421.778424 · Cited by 9 · see citing works
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Boutaba, R., Salahuddin, M. A., Limam, N., Ayoubi, S., Shahriar, N., Estrada-Solano, F., & Caicedo, O. M. (2018) · Journal of Internet Services and Applications · doi:10.1186/s13174-018-0087-2 · Cited by 1,036 · see citing works
- Authors
- Ramana, B. V., & Murthy, C. S. R.
- Affiliations
- Indian Institute of Technology Madras (IN)
- ORCID
- Murthy, C. Siva Ram
- Venue
- Lecture Notes in Computer Science
- Publisher
- Springer Berlin Heidelberg
- Published
- 2005
- Pages
- 454-464
- ISSN
- 0302-9743 (ISSN-L)
- 1611-3349
- OpenAlex
- W1567891849
- Cited by
- 16
- References
- 10
- Citations by year
- 2022: 1 · 2021: 1 · 2020: 1 · 2019: 1 · 2018: 1 · 2015: 1 · 2014: 1 · 2012: 2
- FWCI
- 0.00
- Type
- conference paper
- Language
- en
- Open access
- closed
- Licence
- www.springer.com/tdm (tdm)
- Locations
- Lecture notes in computer science (publishedVersion)
- Topics
- Physical Sciences › Computer Science › Computer Networks and Communications › Network Traffic and Congestion Control
- Physical Sciences › Computer Science › Computer Networks and Communications › Wireless Networks and Protocols
- Physical Sciences › Engineering › Electrical and Electronic Engineering › Advanced Wireless Network Optimization
- Keywords
- learning automata, congestion window, congestion control, ad hoc networks, reliable transport, packet loss reduction, throughput, TCP adaptation
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