2009 · 106 citations · 38 references
ComputingComputer EngineeringComputer ScienceFault ToleranceFault-tolerant ComputingFault-tolerant SystemsFailure DetectionFault DetectionFault DiagnosisHardware Fault ToleranceReliable System DesignSystem MonitoringAnomaly Detection In HardwareFailure DetectorsFailure ModesHardware DiagnosticsHardware Fault DetectionMonitorsMulticore ArchitecturesMulticore Systems
Continued technology scaling is resulting in systems with billions of devices. Unfortunately, these devices are prone to failures from various sources, resulting in even commodity systems being affected by the growing reliability threat. Thus, traditional solutions involving high redundancy or piecemeal solutions targeting specific failure modes will no longer be viable owing to their high overheads. Recent reliability solutions have explored using low-cost monitors that watch for anomalous software behavior as a symptom of hardware faults. We previously proposed the SWAT system that uses such low-cost detectors to detect hardware faults, and a higher cost mechanism for diagnosis. However, all of the prior work in this context, including SWAT, assumes single-threaded applications and has not been demonstrated for multithreaded applications running on multicore systems.
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Design challenges of technology scaling
Shekhar Borkar · IEEE Micro · 1999 · 1.2K citations
Engineering, Computer Engineering, Electrical Engineering +17