IEEE/ACM Transactions on Networking · 2012 · 48 citations · 25 references
ComputingComputer ScienceComputer SystemsCluster ComputingDistributed SystemsParallel ComputingClient-server ArchitectureCluster ManagementLoad BalancingDistributed Load Balancer DesignDynamic Load BalancingLoad Balancer DesignLoad Balancing AlgorithmsResponse TimeScalabilityServer Load BalancingSession Initiation Protocol
This paper introduces several novel load-balancing algorithms for distributing Session Initiation Protocol (SIP) requests to a cluster of SIP servers. Our load balancer improves both throughput and response time versus a single node while exposing a single interface to external clients. We present the design, implementation, and evaluation of our system using a cluster of Intel x86 machines running Linux. We compare our algorithms to several well-known approaches and present scalability results for up to 10 nodes. Our best algorithm, Transaction Least-Work-Left (TLWL), achieves its performance by integrating several features: knowledge of the SIP protocol, dynamic estimates of back-end server load, distinguishing transactions from calls, recognizing variability in call length, and exploiting differences in processing costs for different SIP transactions. By combining these features, our algorithm provides finer-grained load balancing than standard approaches, resulting in throughput improvements of up to 24% and response-time improvements of up to two orders of magnitude. We present a detailed analysis of occupancy to show how our algorithms significantly reduce response time.
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Locality-aware request distribution in cluster-based network servers
Vivek S. Pai, Mohit Aron, Gaurov Banga et al. · ACM SIGPLAN Notices · 1998 · 503 citations · Full text
Locality-aware request distribution in cluster-based network servers
Vivek S. Pai, Mohit Aron, Gaurov Banga et al. · 1998 · 281 citations · Full text