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AI-Ckpt

Bogdan Nicolae, Franck Cappello
2013 Proceedings of the 22nd international symposium on High-performance parallel and distributed computing  
Based on this assumption, we propose novel asynchronous checkpointing approach that leverages both current and past access pattern trends in order to optimize the order in which memory pages are flushed  ...  Given the iterative nature of the targeted applications, we launch the assumption that first-time writes to memory during asynchronous checkpointing generate the same kind of interference as they did in  ...  Acknowledgments This work was supported in part by the Joint Laboratory for Petascale Computing, an initiative of INRIA, UIUC, NCSA and Argonne National Laboratory.  ... 
doi:10.1145/2462902.2462918 fatcat:47g3ebymejgyvfb62rs5zevbaq

AI-Ckpt

Bogdan Nicolae, Franck Cappello
2013 Proceedings of the 22nd international symposium on High-performance parallel and distributed computing - HPDC '13  
Based on this assumption, we propose novel asynchronous checkpointing approach that leverages both current and past access pattern trends in order to optimize the order in which memory pages are flushed  ...  Given the iterative nature of the targeted applications, we launch the assumption that first-time writes to memory during asynchronous checkpointing generate the same kind of interference as they did in  ...  Acknowledgments This work was supported in part by the Joint Laboratory for Petascale Computing, an initiative of INRIA, UIUC, NCSA and Argonne National Laboratory.  ... 
doi:10.1145/2493123.2462918 fatcat:qxyhp3sverbcrindfgtqzd5tcq

A Survey of State Management in Big Data Processing Systems [article]

Quoc-Cuong To, Juan Soto, Volker Markl
2018 arXiv   pre-print
[83] , proposes an asynchronous checkpointing runtime approach, called AI-Ckpt, designed for adaptive incremental state storing.  ...  [83] propose the Adaptive Incremental Checkpointing (AI-Ckpt) approach for iterative computations under memory limitations.  ... 
arXiv:1702.01596v4 fatcat:474aqppfpjhdrkslqrawrmnck4

Affinity-aware checkpoint restart

Ajay Saini, Arash Rezaei, Frank Mueller, Paul Hargrove, Eric Roman
2014 Proceedings of the 15th International Middleware Conference on - Middleware '14  
Current checkpointing techniques employed to overcome faults for HPC applications result in inferior application performance after restart from a checkpoint for a number of applications.  ...  of non-uniform memory architectures (NUMA), quite common today, memory pages associated with tasks on a NUMA node may be associated with a different NUMA node after restart.  ...  AI-Ckpt [18] provides a runtime environment that enables asynchronous incremental checkpointing.  ... 
doi:10.1145/2663165.2663325 dblp:conf/middleware/SainiRMHR14 fatcat:jky75rjnejgalivxz24444okiu