OceanStore: an architecture for global-scale persistent storage
ASPLOS IX Proceedings of the ninth international conference on Architectural support for programming languages and operating systems
Chord: A scalable peer-to-peer lookup service for internet applications
Proceedings of the 2001 conference on Applications, technologies, architectures, and protocols for computer communications
A scalable content-addressable network
Proceedings of the 2001 conference on Applications, technologies, architectures, and protocols for computer communications
Wide-area cooperative storage with CFS
SOSP '01 Proceedings of the eighteenth ACM symposium on Operating systems principles
Pastry: Scalable, Decentralized Object Location, and Routing for Large-Scale Peer-to-Peer Systems
Middleware '01 Proceedings of the IFIP/ACM International Conference on Distributed Systems Platforms Heidelberg
Novel architectures for P2P applications: the continuous-discrete approach
Proceedings of the fifteenth annual ACM symposium on Parallel algorithms and architectures
The power of two choices in randomized load balancing
The power of two choices in randomized load balancing
MAAN: A Multi-Attribute Addressable Network for Grid Information Services
GRID '03 Proceedings of the 4th International Workshop on Grid Computing
On zone-balancing of peer-to-peer networks: analysis of random node join
Proceedings of the joint international conference on Measurement and modeling of computer systems
The design and implementation of a next generation name service for the internet
Proceedings of the 2004 conference on Applications, technologies, architectures, and protocols for computer communications
Efficient, Proximity-Aware Load Balancing for DHT-Based P2P Systems
IEEE Transactions on Parallel and Distributed Systems
Low traffic overlay networks with large routing tables
SIGMETRICS '05 Proceedings of the 2005 ACM SIGMETRICS international conference on Measurement and modeling of computer systems
On lifetime-based node failure and stochastic resilience of decentralized peer-to-peer networks
SIGMETRICS '05 Proceedings of the 2005 ACM SIGMETRICS international conference on Measurement and modeling of computer systems
Measurement and analysis of internet content delivery systems
Measurement and analysis of internet content delivery systems
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As a fundamental problem in distributed hash table (DHT)-based systems, load balancing is important to avoid performance degradation and guarantee system fairness. Among existing migration-based load balancing strategies, there are two main categories: (1) rendezvous directory strategy (RDS) and (2) independent searching strategy (ISS). However, none of them can achieve resilience and efficiency at the same time. In this paper, we propose a group multicast strategy (GMS) for load balancing in DHT systems, which attempts to achieve the benefits of both RDS and ISS. GMS does not rely on a few static rendezvous directories to perform load balancing. Instead, load information is disseminated within the formed groups via a multicast protocol. Thus, each peer has enough information to act as the rendezvous directory and perform load balancing within its group. Besides intra-group load balancing, inter-group load balancing and emergent load balancing are also supported by GMS. In GMS, the position of the rendezvous directory is randomized in each round, which further improves system resilience. In order to have a better understanding of GMS, we also perform analytical studies on GMS in terms of its scalability and efficiency under churn. Finally, the effectiveness of GMS is evaluated by extensive simulation under different workload and churn levels.