Network Coding-based Data Storage and Retrieval for Kademlia

Sayed Ali Marandi, Hadi Sehat, Daniel Enrique Lucani Rötter, Saeid Mousavifar, Rune Hylsberg Jacobsen

Research output: Contribution to book/anthology/report/proceedingArticle in proceedingsResearchpeer-review

Abstract

Peer-to-peer distributed storage systems can be instrumental to develop solutions able to store the massive amounts of data generated by the Internet of Things (IoT) users. Given the higher probability of node failures, losses in the communication channels, and limited resources of devices compared to centralized storage solutions, it is key to minimize data retrieval time, while also maintaining high resiliency in the system. We propose a method based on random linear network coding (RLNC) for data storage and retrieval and the use of Kademlia for our peer-to-peer design to address these challenges. We analyze the performance of the proposed RLNCbased method theoretically as well as the traditional Kademlia in terms of data retrieval time and resiliency to node failures and channel losses. We use PeerSim to simulate the proposed method. Our theoretical analysis and simulation results show that the proposed RLNC-based method significantly outperforms traditional Kademlia for our core performance metrics. These gains in resiliency and data retrieval time are achieved while also reducing the data storage time for a wide region of operation. Our simulations show that only if the redundancy of the RLNCbased scheme is significantly increased (> 100 % redundant RLNC packets), then a small degradation (< 10 %) in data storage time occurs.
Original languageEnglish
Title of host publication2021 IEEE 93rd Vehicular Technology Conference, VTC 2021-Spring - Proceedings
Number of pages7
PublisherIEEE
Publication dateApr 2021
Article number9448845
ISBN (Electronic)978-1-7281-8964-2
DOIs
Publication statusPublished - Apr 2021
EventIEEE VTC2021-Spring Helsinki: W8: Decentralized Technologies and Applications for IoT (D’IoT) 2021 - Helsinki, Finland
Duration: 25 Apr 202128 Apr 2021
https://events.vtsociety.org/vtc2021-spring/conference-sessions/call-for-workshops/w8-decentralized-technologies-and-applications-for-iot-diot-2021/

Conference

ConferenceIEEE VTC2021-Spring Helsinki
Country/TerritoryFinland
CityHelsinki
Period25/04/202128/04/2021
Internet address
SeriesI E E E V T S Vehicular Technology Conference. Proceedings
ISSN1550-2252

Keywords

  • Networking
  • Network Coding
  • Internet of Things (IoT)

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