research-article

Routing in Large-scale Dynamic Networks: A Bloom Filter-based Dual-layer Scheme

Authors:

William G. Hatcher,

Wei YuAuthors Info & Claims

ACM Transactions on Internet Technology (TOIT), Volume 20, Issue 4

Article No.: 38, Pages 1 - 24

https://doi.org/10.1145/3407192

Published: 01 October 2020 Publication History

Abstract

The increasing volume of network-connected devices comprising Internet of Things and the variety of heterogeneous network architectures across these devices pose significant challenges to effective deployment and routing. In this article, we consider the adoption of probabilistic data structures to develop a novel Bloom Filter-based dual-layer inter-domain routing scheme. Our designed scheme implements internal and external routing layers in network gateways constructed upon the counting bloom filter and the original bloom filter. We first compare several representative structures in both theory and experimentation. We then propose our novel Bloom Filter-based dual-layer inter-domain routing scheme. In the design of the routing scheme, we consider issues related to the overall space cost and routing loop prevention, as well as present corresponding solutions. We also detail the principal structures and algorithms. Further, we conduct a theoretical analysis of the space efficiency of our proposed scheme compared to traditional routing with respect to the size of data packets and the size of routing tables, as well as in routing loop avoidance. Finally, via extensive performance evaluation, our experimental results demonstrate the effectiveness and efficiency of our proposed scheme.

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Cited By

Lian WWang JYou J(2024)Flexible fingerprint cuckoo filter for information retrieval optimization in distributed networkDistributed and Parallel Databases10.1007/s10619-024-07440-wOnline publication date: 11-Apr-2024
https://doi.org/10.1007/s10619-024-07440-w
Lian WLi YWang JYou J(2022)A Cuckoo Filter-Based Name Resolution and Routing Method in Information-Centric NetworkingElectronics10.3390/electronics1119324311:19(3243)Online publication date: 9-Oct-2022
https://doi.org/10.3390/electronics11193243
El‐Shafai WFawzi AZekry AAbd El‐Samie FAbd‐Elnaby M(2021)Spectrum measurement and utilization in an outdoor 5‐GHz Wi‐Fi network using cooperative cognitive radio systemInternational Journal of Communication Systems10.1002/dac.477434:10Online publication date: 30-Apr-2021
https://doi.org/10.1002/dac.4774

Index Terms

Routing in Large-scale Dynamic Networks: A Bloom Filter-based Dual-layer Scheme
1. Networks
  1. Network protocols
    1. Network protocol design

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Published In

cover image ACM Transactions on Internet Technology

ACM Transactions on Internet Technology Volume 20, Issue 4

November 2020

391 pages

ISSN:1533-5399

EISSN:1557-6051

DOI:10.1145/3427795

Editor:
Ling Liu
Georgia Institute of Technology, USA

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Copyright © 2020 ACM.

© 2020 Association for Computing Machinery. ACM acknowledges that this contribution was authored or co-authored by an employee, contractor or affiliate of the United States government. As such, the United States Government retains a nonexclusive, royalty-free right to publish or reproduce this article, or to allow others to do so, for Government purposes only.

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Association for Computing Machinery

New York, NY, United States

Publication History

Published: 01 October 2020

Accepted: 01 June 2020

Revised: 01 February 2020

Received: 01 March 2019

Published in TOIT Volume 20, Issue 4

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Cited By

Lian WWang JYou J(2024)Flexible fingerprint cuckoo filter for information retrieval optimization in distributed networkDistributed and Parallel Databases10.1007/s10619-024-07440-wOnline publication date: 11-Apr-2024
https://doi.org/10.1007/s10619-024-07440-w
Lian WLi YWang JYou J(2022)A Cuckoo Filter-Based Name Resolution and Routing Method in Information-Centric NetworkingElectronics10.3390/electronics1119324311:19(3243)Online publication date: 9-Oct-2022
https://doi.org/10.3390/electronics11193243
El‐Shafai WFawzi AZekry AAbd El‐Samie FAbd‐Elnaby M(2021)Spectrum measurement and utilization in an outdoor 5‐GHz Wi‐Fi network using cooperative cognitive radio systemInternational Journal of Communication Systems10.1002/dac.477434:10Online publication date: 30-Apr-2021
https://doi.org/10.1002/dac.4774

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