2003 · 172 citations · 19 references
ComputingComputer EngineeringComputer ScienceFault ToleranceFault-tolerant ComputingParallel ComputingDistributed Systems PerformanceFault Tolerance DesignFault Tolerance In CommunicationFault Tolerance In Parallel SystemsMessage LoggingReliable Distributed SystemsCheckpointingCheckpointsFault-tolerant Distributed SystemsLoggingLogical ClocksNode FailuresPessimistic Message LoggingUncoordinated Checkpointing
Execution of MPI applications on clusters and Grid deployments suffering from node and network failures motivates the use of fault tolerant MPI implementations. We present MPICH-V2 (the second protocol of MPICH-V project), an automatic fault tolerant MPI implementation using an innovative protocol that removes the most limiting factor of the pessimistic message logging approach: reliable logging of in transit messages. MPICH-V2 relies on uncoordinated checkpointing, sender based message logging and remote reliable logging of message logical clocks. This paper presents the architecture of MPICH-V2, its theoretical foundation and the performance of the implementation. We compare MPICH-V2 to MPICH-V1 and MPICH-P4 evaluating a) its point-to-point performance, b) the performance for the NAS benchmarks, c) the application performance when many faults occur during the execution. Experimental results demonstrate that MPICH-V2 provides performance close to MPICH-P4 for applications using large messages while reducing dramatically the number of reliable nodes compared to MPICH-V1.
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K. Mani Chandy, Leslie Lamport · ACM Transactions on Computer Systems · 1985 · 2.4K citations · Full text
Optimistic recovery in distributed systems
Rob Strom, Shaula Yemini · ACM Transactions on Computer Systems · 1985 · 722 citations · Full text