Proximity-based Networking: Small world overlays optimized with particle swarm optimization

TL;DR

This paper introduces a proximity-based overlay network scheme that integrates geographic location and small world principles, optimized with particle swarm optimization, to enhance information dissemination, resilience, and fault-tolerance in large distributed systems.

Contribution

It proposes a novel networking scheme combining geographic location with small world overlays, optimized via particle swarm optimization, for improved efficiency and robustness.

Findings

Enhanced data dissemination efficiency

Improved network resilience and fault-tolerance

Flexible model adaptable to various swarm applications

Abstract

Information dissemination is a fundamental and frequently occurring problem in large, dynamic, distributed systems. In order to solve this, there has been an increased interest in creating efficient overlay networks that can maintain decentralized peer-to-peer networks. Within these overlay networks nodes take the patterns of small world networks, whose connections are based on proximity. These small-world systems can be incredibly useful in the dissemination and lookup of information within an internet network. The data can be efficiently transferred and routing with minimal information loss through forward error correct (FEC) and the User Datagram Protocol (UDP). We propose a networking scheme that incorporates geographic location in chord for the organization of peers within each node's partitioned key space. When we combine this with a proximity-based neighborhood set {based on the small world structure} we can mimic the efficient of solutions designed to solve traditional small-world problems, with the additional benefit of resilience and fault-tolerance. Furthermore, the routing and address book can be updated based on the neighborhood requirements. The flexibility of our proposed schemes enables a variety of swarm models, and agents. This enables our network to as an underlying networking model that can be applied to file-sharing, streaming, and synchronization of networks.