Moni Naor and Udi Wieder
We propose a new approach for constructing P2P networks based on a dynamic decomposition of a continuous space into cells corresponding to servers. We demonstrate the power of this approach by suggesting two new P2P architectures and various algorithms for them. The first serves as a DHT (Distributed Hash Table) and the other is a dynamic expander network. The DHT network, which we call sf Distance Halving, allows logarithmic routing and load, while preserving constant degrees. It offers an optimal tradeoff between the degree and the path length in the sense that degree d guarantees a path length of O( logd n). Another advantage over previous constructions is its relative simplicity. A major new contribution of this construction is a dynamic caching technique that maintains low load and storage even under the occurrence of hot spots. Our second construction builds a network that is guaranteed to be an expander. The resulting topologies are simple to maintain and implement. Their simplicity makes it easy to modify and add protocols. A small variation yields a DHT which is robust against random Byzantine faults. Finally we show that, using our approach, it is possible to construct any family of constant degree graphs in a dynamic environment, though with worse parameters. Therefore we expect that more distributed data structures could be designed and implemented in a dynamic environment.
|Published in||ACM Trans. Algorithms|
|Address||New York, NY, USA|