RDPM: An Extensible Tool for Resilience Design Patterns Modelling

Kumar, Mohit; Engelmann, Christian

doi:10.1007/978-3-031-06156-1_23

RDPM: An Extensible Tool for Resilience Design Patterns Modelling

Conference · 01 June 2022

DOI:https://doi.org/10.1007/978-3-031-06156-1_23· OSTI ID:1872868

Kumar, Mohit ^[1]; ^[1]

ORNL

Resilience to faults, errors, and failures in extreme-scale high-performance computing (HPC) systems is a critical challenge. Resilience design patterns offer a new, structured hardware and software design approach for improving resilience. While prior work focused on developing performance, reliability, and availability models for resilience design patterns, this paper extends it by providing a Resilience Design Patterns Modeling (RDPM) tool which allows (1) exploring performance, reliability, and availability of each resilience design pattern, (2) offering customization of parameters to optimize performance, reliability, and availability, and (3) allowing investigation of trade-off models for combining multiple patterns for practical resilience solutions.

View Conference

Research Organization:: Oak Ridge National Laboratory (ORNL), Oak Ridge, TN (United States)

Sponsoring Organization:: USDOE Office of Science (SC), Advanced Scientific Computing Research (ASCR)

DOE Contract Number:: AC05-00OR22725

OSTI ID:: 1872868

Resource Relation:: Journal Volume: 13098; Conference: 14th Workshop on Resiliency in High Performance Computing (Resilience) in Clusters, Clouds, and Grids - Lisbon, , Portugal - 8/30/2021 4:00:00 AM-9/3/2021 4:00:00 AM

Country of Publication:: United States

Language:: English

References (16)

Pattern-based Modeling of Multiresilience Solutions for High-Performance Computing Ashraf, Rizwan A.; Hukerikar, Saurabh; Engelmann, Christian ICPE '18: ACM/SPEC International Conference on Performance Engineering, Proceedings of the 2018 ACM/SPEC International Conference on Performance Engineering https://doi.org/10.1145/3184407.3184421	conference	March 2018
Shrink or Substitute: Handling Process Failures in HPC Systems Using In-Situ Recovery Ashraf, Rizwan A.; Hukerikar, Saurabh; Engelmann, Christian 2018 26th Euromicro International Conference on Parallel, Distributed and Network-based Processing (PDP) https://doi.org/10.1109/PDP2018.2018.00032	conference	March 2018
Basic concepts and taxonomy of dependable and secure computing Avizienis, A.; Laprie, J. -C.; Randell, B. IEEE Transactions on Dependable and Secure Computing, Vol. 1, Issue 1 https://doi.org/10.1109/TDSC.2004.2	journal	January 2004
A higher order estimate of the optimum checkpoint interval for restart dumps Daly, J. T. Future Generation Computer Systems, Vol. 22, Issue 3, p. 303-312 https://doi.org/10.1016/j.future.2004.11.016	journal	February 2006
Optimization of a Multilevel Checkpoint Model with Uncertain Execution Scales Di, Sheng; Bautista-Gome, Leonardo; Cappello, Franck SC14: International Conference for High Performance Computing, Networking, Storage and Analysis https://doi.org/10.1109/SC.2014.79	conference	November 2014
Combining Partial Redundancy and Checkpointing for HPC Elliott, James; Kharbas, Kishor; Fiala, David 2012 IEEE 32nd International Conference on Distributed Computing Systems (ICDCS) https://doi.org/10.1109/ICDCS.2012.56	conference	June 2012
Detection and correction of silent data corruption for large-scale high-performance computing Fiala, David; Mueller, Frank; Engelmann, Christian 2012 SC - International Conference for High Performance Computing, Networking, Storage and Analysis, 2012 International Conference for High Performance Computing, Networking, Storage and Analysis https://doi.org/10.1109/SC.2012.49	conference	November 2012
A Pattern Language for High-Performance Computing Resilience Hukerikar, Saurabh; Engelmann, Christian EuroPLoP '17: European Conference on Pattern Languages of Programs, Proceedings of the 22nd European Conference on Pattern Languages of Programs https://doi.org/10.1145/3147704.3147718	conference	July 2017
Resilience Design Patterns: A Structured Approach to Resilience at Extreme Scale Hukerikar, Saurabh; Engelmann, Christian Supercomputing Frontiers and Innovations, Vol. 4, Issue 3 https://doi.org/10.14529/jsfi170301	journal	October 2017
Models for Resilience Design Patterns Kumar, Mohit; Engelmann, Christian 2020 IEEE/ACM 10th Workshop on Fault Tolerance for HPC at eXtreme Scale (FTXS) https://doi.org/10.1109/FTXS51974.2020.00008	conference	November 2020
An Examination of the Impact of Failure Distribution on Coordinated Checkpoint/Restart Levy, Scott; Ferreira, Kurt B. Proceedings of the ACM Workshop on Fault-Tolerance for HPC at Extreme Scale - FTXS '16 https://doi.org/10.1145/2909428.2909430	conference	January 2016
GPU Lifetimes on Titan Supercomputer: Survival Analysis and Reliability Ostrouchov, George; Maxwell, Don; Ashraf, Rizwan A. SC20: International Conference for High Performance Computing, Networking, Storage and Analysis https://doi.org/10.1109/SC41405.2020.00045	conference	November 2020
Addressing failures in exascale computing Snir, Marc; Wisniewski, Robert W.; Abraham, Jacob A. The International Journal of High Performance Computing Applications, Vol. 28, Issue 2 https://doi.org/10.1177/1094342014522573	journal	March 2014
Lazy Checkpointing: Exploiting Temporal Locality in Failures to Mitigate Checkpointing Overheads on Extreme-Scale Systems Tiwari, Devesh; Gupta, Saurabh; Vazhkudai, Sudharshan S. 2014 44th Annual IEEE/IFIP International Conference on Dependable Systems and Networks (DSN) https://doi.org/10.1109/DSN.2014.101	conference	June 2014
Reliability and Performability Techniques and Tools: A Survey Trivedi, Kishor S.; Malhotra, Manish Messung, Modellierung und Bewertung von Rechen- und Kommunikationssystemen https://doi.org/10.1007/978-3-642-78495-8_3	book	January 1993
A first order approximation to the optimum checkpoint interval Young, John W. Communications of the ACM, Vol. 17, Issue 9 https://doi.org/10.1145/361147.361115	journal	September 1974

Similar Records

Resilience Design Patterns: A Structured Approach to Resilience at Extreme Scale (V.2.0)

Technical Report · 2022 · OSTI ID:1922296

Engelmann, Christian; Ashraf, Rizwan; Hukerikar, Saurabh; +2 more

Resilience Design Patterns - A Structured Approach to Resilience at Extreme Scale (version 1.1)

Technical Report · 2016 · OSTI ID:1345793

Hukerikar, Saurabh; Engelmann, Christian

Resilience Design Patterns: A Structured Approach to Resilience at Extreme Scale

Journal Article · 2017 · Supercomputing frontiers and innovations · OSTI ID:1407767

Engelmann, Christian; Hukerikar, Saurabh

RDPM: An Extensible Tool for Resilience Design Patterns Modelling

Citation Formats

References (16)

Similar Records

Related Subjects