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Improving the Computing Efficiency of HPC Systems Using a Combination of Proactive and Preventive Checkpointing

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What this work says

Outgoing claims: the papers this work cites, builds on, or argues with.

inferredcites →https://doi.org/10.1007/978-3-642-23400-2_53openalex-snapshot
On the Use of Cluster-Based Partial Message Logging to Improve Fault Tolerance for MPI HPC Applications
inferredcites →https://doi.org/10.1007/978-3-642-23400-2_6openalex-snapshot
Event Log Mining Tool for Large Scale HPC Systems
inferredcites →https://doi.org/10.1016/j.aap.2005.10.004openalex-snapshot
Accident prediction model for railway-highway interfaces
inferredcites →https://doi.org/10.1016/j.anucene.2010.01.017openalex-snapshot
A data-driven approach for predicting failure scenarios in nuclear systems
inferredcites →https://doi.org/10.1016/j.future.2004.11.016openalex-snapshot
A higher order estimate of the optimum checkpoint interval for restart dumps
inferredcites →https://doi.org/10.1016/j.jcp.2008.08.011openalex-snapshot
Modelling discontinuities and Kelvin–Helmholtz instabilities in SPH
inferredcites →https://doi.org/10.1080/03610910802440327openalex-snapshot
Weibull and Gamma Renewal Approximation Using Generalized Exponential Functions
inferredcites →https://doi.org/10.1108/eb035229openalex-snapshot
Engine Failure Prediction Techniques
inferredcites →https://doi.org/10.1109/12.936236openalex-snapshot
A variational calculus approach to optimal checkpoint placement
inferredcites →https://doi.org/10.1109/ccgrid.2006.1630932openalex-snapshot
Building Cyberinfrastructure for Bioinformatics Using Service Oriented Architecture
inferredcites →https://doi.org/10.1109/ccgrid.2006.45openalex-snapshot
Exploit failure prediction for adaptive fault-tolerance in cluster computing
inferredcites →https://doi.org/10.1109/ccgrid.2010.40openalex-snapshot
Distributed Diskless Checkpoint for Large Scale Systems
inferredcites →https://doi.org/10.1109/clustr.2004.1392606openalex-snapshot
FTC-Charm++: an in-memory checkpoint-based fault tolerant runtime for Charm++ and MPI
inferredcites →https://doi.org/10.1109/dsnw.2010.5542627openalex-snapshot
A practical failure prediction with location and lead time for Blue Gene/P
inferredcites →https://doi.org/10.1109/hipc.2010.5713163openalex-snapshot
Low-overhead diskless checkpoint for hybrid computing systems
inferredcites →https://doi.org/10.1109/icpp.2008.17openalex-snapshot
Dynamic Meta-Learning for Failure Prediction in Large-Scale Systems: A Case Study
inferredcites →https://doi.org/10.1109/icpp.2010.26openalex-snapshot
Checkpointing vs. Migration for Post-Petascale Supercomputers
inferredcites →https://doi.org/10.1109/ipdps.2011.310openalex-snapshot
Predicting Node Failure in High Performance Computing Systems from Failure and Usage Logs
inferredcites →https://doi.org/10.1109/ipdps.2012.107openalex-snapshot
Taming of the Shrew: Modeling the Normal and Faulty Behaviour of Large-scale HPC Systems
inferredcites →https://doi.org/10.1109/ipdps.2012.111openalex-snapshot
HydEE: Failure Containment without Event Logging for Large Scale Send-Deterministic MPI Applications
inferredcites →https://doi.org/10.1109/msst.2007.24openalex-snapshot
Modeling the Impact of Checkpoints on Next-Generation Systems
inferredcites →https://doi.org/10.1109/msst.2007.4367962openalex-snapshot
Modeling the Impact of Checkpoints on Next-Generation Systems
inferredcites →https://doi.org/10.1109/sc.2010.18openalex-snapshot
Design, Modeling, and Evaluation of a Scalable Multi-level Checkpointing System
inferredcites →https://doi.org/10.1109/sc.2012.57openalex-snapshot
Fault prediction under the microscope: A closer look into HPC systems
inferredcites →https://doi.org/10.1111/j.1365-2966.2005.09655.xopenalex-snapshot
The cosmological simulation code gadget-2
inferredcites →https://doi.org/10.1111/j.1365-2966.2007.12183.xopenalex-snapshot
Fundamental differences between SPH and grid methods
inferredcites →https://doi.org/10.1145/1670679.1670680openalex-snapshot
A survey of online failure prediction methods
inferredcites →https://doi.org/10.1145/2038633.2038637openalex-snapshot
Adaptive event prediction strategy with dynamic time window for large-scale HPC systems
inferredcites →https://doi.org/10.1145/2063384.2063427openalex-snapshot
FTI
inferredcites →https://doi.org/10.1145/2063384.2063444openalex-snapshot
Modeling and tolerating heterogeneous failures in large parallel systems
inferredcites →https://doi.org/10.1145/361147.361115openalex-snapshot
A first order approximation to the optimum checkpoint interval
inferredcites →https://doi.org/10.1177/1094342010391989openalex-snapshot
The International Exascale Software Project roadmap
inferredcites →https://doi.org/10.3929/ethz-b-000007705openalex-snapshot
Fundamental differences between SPH and grid methods
inferredcites →https://doi.org/10.48550/arxiv.1003.0951openalex-snapshot
LogMaster: Mining Event Correlations in Logs of Large scale Cluster Systems
inferredcites →https://doi.org/10.48550/arxiv.1207.6936openalex-snapshot
Impact of fault prediction on checkpointing strategies
inferredcites →https://doi.org/10.5555/2016802.2016887openalex-snapshot
Making TSUBAME2.0, the world's greenest production supercomputer, even greener: challenges to the architects

What points at this work

Incoming claims: where this work appears in other papers’ reference lists and arguments.

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Fthp-Mpi: Towards Providing Replication-Based Fault Tolerance in a Fault-Intolerant Native Mpi Library
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CPU overheating prediction in HPC systems
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ALAMO: Autonomous Lightweight Allocation, Management, and Optimization
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Errors and Faults
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Optimizing the Overheads for Uncoordinated Proactive Checkpointing
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High-Performance Storage Support for Scientific Big Data Applications on the Cloud
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Optimizing the fault-tolerance overheads of HPC systems using prediction and multiple proactive actions
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ResCheckpointer: Building Program Error Resilience-Aware Checkpointing Mechanism for HPC Systems
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Energy-efficient Checkpointing in High-throughput Cycle-stealing Distributed Systems
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Digging deeper into cluster system logs for failure prediction and root cause diagnosis
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Performance Impact of I/O on QMCPack Simulations at the Petascale and Beyond
inferred← citeshttps://doi.org/10.1109/dsn.2014.101openalex-snapshot
Lazy Checkpointing: Exploiting Temporal Locality in Failures to Mitigate Checkpointing Overheads on Extreme-Scale Systems
inferred← citeshttps://doi.org/10.1109/dsn.2018.00021openalex-snapshot
Shiraz: Exploiting System Reliability and Application Resilience Characteristics to Improve Large Scale System Throughput
inferred← citeshttps://doi.org/10.1109/icac.2016.48openalex-snapshot
Optimizing Failure Prediction to Maximize Availability
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Toward Reliable and Rapid Elasticity for Streaming Dataflows on Clouds
inferred← citeshttps://doi.org/10.1109/igcc.2016.7892626openalex-snapshot
Monitoring strategies for scalable dynamic checkpointing
inferred← citeshttps://doi.org/10.1109/infocom.2018.8485960openalex-snapshot
Virtual Redundancy for Active-Standby Cloud Applications
inferred← citeshttps://doi.org/10.1109/ipdps.2014.122openalex-snapshot
Optimization of Multi-level Checkpoint Model for Large Scale HPC Applications
inferred← citeshttps://doi.org/10.1109/ipdps.2015.29openalex-snapshot
Efficient Process Replication for MPI Applications: Sharing Work between Replicas
inferred← citeshttps://doi.org/10.1109/ipdps49936.2021.00038openalex-snapshot
Improving checkpointing intervals by considering individual job failure probabilities
inferred← citeshttps://doi.org/10.1109/ipdps53621.2022.00049openalex-snapshot
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inferred← citeshttps://doi.org/10.1109/ipdpsw50202.2020.00068openalex-snapshot
Scalable Crash Consistency for Staging-based In-situ Scientific Workflows
inferred← citeshttps://doi.org/10.1109/ipdpsw50202.2020.00174openalex-snapshot
Optimizing Asynchronous Multi-Level Checkpoint/Restart Configurations with Machine Learning
inferred← citeshttps://doi.org/10.1109/prdc.2013.9openalex-snapshot
Checkpointing Strategies with Prediction Windows
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Differentiated Failure Remediation with Action Selection for Resilient Computing
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Fault Tolerance on Large Scale Systems using Adaptive Process Replication
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Anomaly Detection and Anticipation in High Performance Computing Systems
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Extending the domain of transparent checkpoint-restart for large-scale HPC
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