LA-MDPF: A forwarding strategy based on learning automata and Markov decision process in named data networking

Future Generation Computer Systems - Tập 134 - Trang 22-39 - 2022
Fatemeh Abdi1, Mahmood Ahmadi1, Montajab Ghanem2
1Computer Engineering and Information Technology Department, Razi University, Kermanshah, Iran
2Faculty of Informatics and Communication Engineering, Yarmouk Private University (YPU), Damascus, Syria

Tài liệu tham khảo

Zhang, 2014, Named data networking, SIGCOMM Comput. Commun. Rev., 44, 66, 10.1145/2656877.2656887 K. Avrachenkov, P. Jacko, Ccn interest forwarding strategy as multi-armed bandit model with delays, in: 2012 6th International Conference on Network Games, Control and Optimization, NetGCooP, 2012, pp. 38–43. Yi, 2013, A case for stateful forwarding plane, Comput. Commun., 36, 779, 10.1016/j.comcom.2013.01.005 Muralidharan, 2018, Mdp-iot: Mdp based interest forwarding for heterogeneous traffic in iot-ndn environment, Future Gener. Comput. Syst., 79, 892, 10.1016/j.future.2017.08.058 R. Chiocchetti, D. Perino, G. Carofiglio, D. Rossi, G. Rossini, Inform: A dynamic interest forwarding mechanism for information centric networking, in: Proceedings of the 3rd ACM SIGCOMM Workshop on Information-Centric Networking, 2013, pp. 9–14. L. Gong, J. Wang, X. Zhang, K. Lei, Intelligent forwarding strategy based on online machine learning in named data networking, in: 2016 IEEE Trustcom/BigDataSE/ISPA, 2016, pp. 1288–1294. J. Su, X. Tan, Z. Zhao, P. Yan, Mdp-based forwarding in named data networking, in: 2016 35th Chinese Control Conference, CCC, 2016, pp. 2459–2464. Yao, 2017, A pomdp framework for forwarding mechanism in named data networking, Comput. Netw., 112, 167, 10.1016/j.comnet.2016.11.005 Yao, 2018, A smdp-based forwarding scheme in named data networking, Neurocomputing, 306, 213, 10.1016/j.neucom.2018.03.057 Lv, 2018, A smart aco-inspired named data networking forwarding scheme with clustering analysis, Trans. Emerg. Telecommun. Technol., 29, 1 Bastos, 2019, A diversity-based search-and-routing approach for named-data networking, Comput. Netw., 157, 11, 10.1016/j.comnet.2019.04.003 Posch, 2017, Saf: Stochastic adaptive forwarding in named data networking, IEEE/ACM Trans. Netw., 25, 1089, 10.1109/TNET.2016.2614710 Carofiglio, 2016, Optimal multipath congestion control and request forwarding in information-centric networks: Protocol design and experimentation, Comput. Netw., 110, 104, 10.1016/j.comnet.2016.09.012 A. Afanasyev, J. Shi, B. Zhang, L. Zhang, I. Moiseenko, Y. Yu, W. Shang, Y. Li, S. Mastorakis, Y. Huang, J. Abraham, E. Newberry, T. Liang, K. Schneider, S. DiBenedetto, C. Fan, S. Shannigrahi, C. Papadopoulos, D. Pesavento, N. Gordon, Nfd developer’s guide, Tech. Rep, 2018, 02. Yi, 2012, Adaptive forwarding in named data networking, SIGCOMM Comput. Commun. Rev., 42, 62, 10.1145/2317307.2317319 Aboodi, 2019, Survey on the incorporation of ndn/ccn in iot, IEEE Access, 7, 71827, 10.1109/ACCESS.2019.2919534 Lei, 2015, Mdpf: An ndn probabilistic forwarding strategy based on maximizing deviation method, 1 Tariq, 2020, Forwarding strategies in ndn-based wireless networks: A survey, IEEE Commun. Surv. Tutor., 22, 68, 10.1109/COMST.2019.2935795 Lv, 2018, Drl-based forwarding strategy in named data networking, 6493 Ren, 2019, Dmf: A dynamic multi-path forwarding strategy for information centric networks, 2495 Hu, 2020, An on-demand off-path cache exploration based multipath forwarding strategy, Comput. Netw., 166, 10.1016/j.comnet.2019.107032 Zhang, 2020, Afsndn: A novel adaptive forwarding strategy in named data networking based on q-learning, Peer-To-Peer Network. Appl., 13, 1176, 10.1007/s12083-019-00845-w M.T.R. Khan, M. Saad, J. Seo, S.H. Ahmed, D. Kim, SAC ’21: Proceedings of the 36th Annual ACM Symposium on Applied Computing, 2021. Ahed, 2020, Forwarding strategies in vehicular named data networks: A survey, J. King Saud Univ. - Comput. Inform. Sci. Galata, 2001, Learning variable-length markov models of behavior, Comput. Vis. Image Underst., 81, 398, 10.1006/cviu.2000.0894 Benoit, 2004, Aggregation of stochastic automata networks with replicas, Linear Algebra Appl., 386, 111, 10.1016/j.laa.2004.02.015 Shariat, 2017, A learning automata and clustering-based routing protocol for named data networking, Telecommun. Syst.: Modell. Anal. Design Manage., 65, 9, 10.1007/s11235-016-0209-8 Misra, 2009, Lacas: learning automata-based congestion avoidance scheme for healthcare wireless sensor networks, IEEE J. Sel. Areas Commun., 27, 466, 10.1109/JSAC.2009.090510 Abtahi, 2008, Solving multi-agent markov decision processes using learning automata, 1 Puterman, 1990, Chapter 8 markov decision processes, 331, 10.1016/S0927-0507(05)80172-0 Spring, 2004, Measuring isp topologies with rocketfuel, IEEE/ACM Trans. Netw., 12, 2, 10.1109/TNET.2003.822655 Li, 2020, A reliable and efficient forwarding strategy in vehicular named data networking, J. Commun. Netw., 22, 348, 10.1109/JCN.2020.000014 Salah Ud Din, 2021, Cidf-wsn: A collaborative interest and data forwarding strategy for named data wireless sensor networks, Sensors, 21 Aboud, 2019, Efficient forwarding strategy in a ndn-based internet of things, Cluster Comput., 22, 805, 10.1007/s10586-018-2859-7 Dehaghani, 2021, Ref: A novel forwarding strategy in wireless ndn, Wirel. Pers. Commun., 117, 1, 10.1007/s11277-020-07909-8 Ko, 2020, A peks-based ndn strategy for name privacy, Future Internet, 12, 130, 10.3390/fi12080130 M. Abdelaal, M. Karadeniz, F. Dürr, K. Rothermel, litendn: Qos-aware packet forwarding and caching for named data networks, in: 2020 IEEE 17th Annual Consumer Communications Networking Conference (CCNC), 2020, pp. 1–9. C. Ghasemi, H. Yousefi, B. Zhang, Icdn: An ndn-based cdn, in: Proceedings of the 7th ACM Conference on Information-Centric Networking, ICN ’20, Association for Computing Machinery, 2020, pp. 99–105.