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Mathematical Model Validation of Search Protocols in MP2P Networks
Örebro University, School of Science and Technology. (MRO AASS)ORCID iD: 0000-0003-1827-9698
Center for Artificial Intelligence, Prince Mohammad Bin Fahd University, Khobar, Saudi Arabia.
Faculty of CSIT, Al-Baha University, Saudi Arabia ReDCAD Laboratory, University of Sfax, Tunisia.
Department of Computer Science, College of Computers and Information Technology, Taif University, Taif, Saudi Arabia.
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2021 (English)In: Computers, Materials and Continua, ISSN 1546-2218, E-ISSN 1546-2226, Vol. 68, no 2, p. 1807-1829Article in journal (Refereed) Published
Abstract [en]

Broadcasting is a basic technique in Mobile ad-hoc network (MANET), and it refers to sending a packet from one node to every other node within the transmission range. Flooding is a type of broadcast where the received packet is retransmitted once by every node. The naive flooding technique, floods the network with query messages, while the random walk technique operates by contacting the subsets of every node's neighbors at each step, thereby restricting the search space. One of the key challenges in an ad-hoc network is the resource or content discovery problem which is about locating the queried resource. Many earlier works have mainly focused on the simulation-based analysis of flooding, and its variants under a wired network. Although, there have been some empirical studies in peer-to-peer (P2P) networks, the analytical results are still lacking, especially in the context of P2P systems running over MANET. In this paper, we describe how P2P resource discovery protocols perform badly over MANETs. To address the limitations, we propose a new protocol named ABRW (Address Broadcast Random Walk), which is a lightweight search approach, designed considering the underlay topology aimed to better suit the unstructured architecture. We provide the mathematical model, measuring the performance of our proposed search scheme with different widely popular benchmarked search techniques. Further, we also derive three relevant search performance metrics, i.e., mean no. of steps needed to find a resource, the probability of finding a resource, and the mean no. of message overhead. We validated the analytical expressions through simulations. The simulation results closely matched with our analyticalmodel, justifying our findings. Our proposed search algorithm under such highly dynamic self-evolving networks performed better, as it reduced the search latency, decreased the overall message overhead, and still equally had a good success rate. 

Place, publisher, year, edition, pages
Tech Science Press , 2021. Vol. 68, no 2, p. 1807-1829
Keywords [en]
Flooding, MANET, Mathematical model, Mobile P2P, Network simulator, NS-2, P2P, P2P MANET, P2P networks, Peer-to-peer, Random walk, Search protocols, Unstructured, Wireless ad hoc network
National Category
Computer Sciences
Identifiers
URN: urn:nbn:se:oru:diva-91571DOI: 10.32604/cmc.2021.016692ISI: 000640237000021Scopus ID: 2-s2.0-85104896734OAI: oai:DiVA.org:oru-91571DiVA, id: diva2:1548982
Note

Funding Agency:

Taif University, Taif, Arabia Saudi TURSP2020/36

Available from: 2021-05-04 Created: 2021-05-04 Last updated: 2023-05-02Bibliographically approved

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Arunachalam, Ajay

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