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Towards Scalable Checkpoint Restart: A Collective Inline Memory Contents Deduplication Proposal

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What this work says

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

inferredcites →https://doi.org/10.1007/978-3-642-24449-0_31openalex-snapshot
libhashckpt: Hash-Based Incremental Checkpointing Using GPU’s
inferredcites →https://doi.org/10.1007/978-3-642-29740-3_34openalex-snapshot
On the Viability of Checkpoint Compression for Extreme Scale Fault Tolerance
inferredcites →https://doi.org/10.1007/978-3-642-32820-6_32openalex-snapshot
Scalable Reed-Solomon-Based Reliable Local Storage for HPC Applications on IaaS Clouds
inferredcites →https://doi.org/10.1007/s11139-011-9343-9openalex-snapshot
A (probably) exact solution to the Birthday Problem
inferredcites →https://doi.org/10.1007/s11227-009-0296-3openalex-snapshot
Performance analysis and optimization of MPI collective operations on multi-core clusters
inferredcites →https://doi.org/10.1016/j.jpdc.2010.08.004openalex-snapshot
BlobSeer: Next-generation data management for large scale infrastructures
inferredcites →https://doi.org/10.1109/32.666828openalex-snapshot
Message logging: pessimistic, optimistic, causal, and optimal
inferredcites →https://doi.org/10.1109/cluster.2012.26openalex-snapshot
Damaris: How to Efficiently Leverage Multicore Parallelism to Achieve Scalable, Jitter-free I/O
inferredcites →https://doi.org/10.1109/ipdps.2011.95openalex-snapshot
Uncoordinated Checkpointing Without Domino Effect for Send-Deterministic MPI Applications
inferredcites →https://doi.org/10.1109/sc.2005.76openalex-snapshot
Transparent, Incremental Checkpointing at Kernel Level: a Foundation for Fault Tolerance for Parallel Computers
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.2012.14openalex-snapshot
A study on data deduplication in HPC storage systems
inferredcites →https://doi.org/10.1145/1006209.1006248openalex-snapshot
Adaptive incremental checkpointing for massively parallel systems
inferredcites →https://doi.org/10.1145/1970386.1970387openalex-snapshot
Hybrid checkpointing using emerging nonvolatile memories for future exascale systems
inferredcites →https://doi.org/10.1145/2063384.2063427openalex-snapshot
FTI
inferredcites →https://doi.org/10.1145/2063384.2063429openalex-snapshot
BlobCR
inferredcites →https://doi.org/10.1145/2145816.2145872openalex-snapshot
Collective algorithms for sub-communicators
inferredcites →https://doi.org/10.1145/2184512.2184574openalex-snapshot
Application monitoring and checkpointing in HPC
inferredcites →https://doi.org/10.1145/2304576.2304606openalex-snapshot
Collective algorithms for sub-communicators
inferredcites →https://doi.org/10.1145/502034.502052openalex-snapshot
A low-bandwidth network file system
inferredcites →https://doi.org/10.1145/502059.502052openalex-snapshot
A low-bandwidth network file system
inferredcites →https://doi.org/10.1145/568522.568525openalex-snapshot
A survey of rollback-recovery protocols in message-passing systems
inferredcites →https://doi.org/10.1175/2008mwr2709.1openalex-snapshot
The Maximum Intensity of Tropical Cyclones in Axisymmetric Numerical Model Simulations

What points at this work

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

inferred← citeshttps://doi.org/10.1007/978-3-030-63393-6_8openalex-snapshot
DataStates: Towards Lightweight Data Models for Deep Learning
inferred← citeshttps://doi.org/10.1007/s10586-018-2141-zopenalex-snapshot
EAD: elasticity aware deduplication manager for datacenters with multi-tier storage systems
inferred← citeshttps://doi.org/10.1109/bigdata.2013.6691591openalex-snapshot
Improving floating point compression through binary masks
inferred← citeshttps://doi.org/10.1109/ccgrid.2015.156openalex-snapshot
Discovering and Leveraging Content Similarity to Optimize Collective on-Demand Data Access to IaaS Cloud Storage
inferred← citeshttps://doi.org/10.1109/ccgrid.2017.126openalex-snapshot
Exploring Shared State in Key-Value Store for Window-Based Multi-pattern Streaming Analytics
inferred← citeshttps://doi.org/10.1109/ccgrid49817.2020.00-76openalex-snapshot
DeepFreeze: Towards Scalable Asynchronous Checkpointing of Deep Learning Models
inferred← citeshttps://doi.org/10.1109/ccgrid54584.2022.00043openalex-snapshot
Towards Low-Overhead Resilience for Data Parallel Deep Learning
inferred← citeshttps://doi.org/10.1109/cluster.2016.32openalex-snapshot
Deduplication Potential of HPC Applications’ Checkpoints
inferred← citeshttps://doi.org/10.1109/cluster49012.2020.00033openalex-snapshot
DeepClone: Lightweight State Replication of Deep Learning Models for Data Parallel Training
inferred← citeshttps://doi.org/10.1109/hpcsim.2015.7237113openalex-snapshot
Techniques to improve the scalability of collective checkpointing at large scale
inferred← citeshttps://doi.org/10.1109/inm.2015.7140307openalex-snapshot
Towards efficient on-demand VM provisioning: Study of VM runtime I/O access patterns to shared image content
inferred← citeshttps://doi.org/10.1109/ipdps.2015.82openalex-snapshot
Leveraging Naturally Distributed Data Redundancy to Reduce Collective I/O Replication Overhead
inferred← citeshttps://doi.org/10.1109/ipdps.2019.00099openalex-snapshot
VeloC: Towards High Performance Adaptive Asynchronous Checkpointing at Large Scale
inferred← citeshttps://doi.org/10.1109/issre.2016.9openalex-snapshot
Peeking into the Past: Efficient Checkpoint-Assisted Time-Traveling Debugging
inferred← citeshttps://doi.org/10.1109/mascots53633.2021.9614284openalex-snapshot
Towards Efficient I/O Scheduling for Collaborative Multi-Level Checkpointing
inferred← citeshttps://doi.org/10.1109/sc.2016.27openalex-snapshot
Improving Application Resilience to Memory Errors with Lightweight Compression
inferred← citeshttps://doi.org/10.1145/2462902.2462918openalex-snapshot
AI-Ckpt
inferred← citeshttps://doi.org/10.1145/2814576.2814802openalex-snapshot
Speculative Memory Checkpointing
inferred← citeshttps://doi.org/10.1145/2834976.2834981openalex-snapshot
BAD-check
inferred← citeshttps://doi.org/10.1145/3126908.3126918openalex-snapshot
Leveraging near data processing for high-performance checkpoint/restart
inferred← citeshttps://doi.org/10.1145/3605573.3605639openalex-snapshot
Scalable Incremental Checkpointing using GPU-Accelerated De-Duplication
inferred← citeshttps://doi.org/10.1145/3624062.3626080openalex-snapshot
Elastic deep learning through resilient collective operations
inferred← citeshttps://doi.org/10.5555/3014904.3014942openalex-snapshot
Improving application resilience to memory errors with lightweight compression
inferred← citeshttps://doi.org/10.70675/fa20cd1az1980z4119zb8dcz11d06ae9a249openalex-snapshot
KerA : A Unified Ingestion and Storage System for Scalable Big Data Processing
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