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Leveraging Naturally Distributed Data Redundancy to Reduce Collective I/O Replication Overhead

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What this work says

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

inferredcites →https://doi.org/10.1002/cpe.2887openalex-snapshot
ISABELA for effective in situ compression of scientific data
inferredcites →https://doi.org/10.1007/3-540-45748-8_31openalex-snapshot
Erasure Coding Vs. Replication: A Quantitative Comparison
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/s10586-013-0272-9openalex-snapshot
Optimizing I/O forwarding techniques for extreme-scale event tracing
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/10.1016/j.jpdc.2013.01.013openalex-snapshot
BlobCR: Virtual disk based checkpoint-restart for HPC applications on IaaS clouds
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.2013.14openalex-snapshot
Towards Scalable Checkpoint Restart: A Collective Inline Memory Contents Deduplication Proposal
inferredcites →https://doi.org/10.1109/msst.2010.5496972openalex-snapshot
The Hadoop Distributed File System
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/10.1137/0108018openalex-snapshot
Polynomial Codes Over Certain Finite Fields
inferredcites →https://doi.org/10.1145/1375527.1375549openalex-snapshot
Shifted declustering
inferredcites →https://doi.org/10.1145/1713072.1713075openalex-snapshot
DiskReduce
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/10.1145/2184512.2184574openalex-snapshot
Application monitoring and checkpointing in HPC
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
inferredcites →https://doi.org/10.1177/1094342010391989openalex-snapshot
The International Exascale Software Project roadmap
inferredcites →https://doi.org/10.7551/mitpress/4789.001.0001openalex-snapshot
MPI - The Complete Reference

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/10.1016/j.jss.2019.110447openalex-snapshot
A data replication strategy with tenant performance and provider economic profit guarantees in Cloud data centers
inferred← citeshttps://doi.org/10.1109/cbd.2017.32openalex-snapshot
Consistent Hash Based Flexible Redundant Data Partition Strategy
inferred← citeshttps://doi.org/10.1109/ccgrid.2016.85openalex-snapshot
Towards Memory-Optimized Data Shuffling Patterns for Big Data Analytics
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/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/ipdps.2019.00099openalex-snapshot
VeloC: Towards High Performance Adaptive Asynchronous Checkpointing at Large Scale
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/tpds.2016.2627558openalex-snapshot
Leveraging Adaptive I/O to Optimize Collective Data Shuffling Patterns for Big Data Analytics
inferred← citeshttps://doi.org/10.1145/3652892.3700780openalex-snapshot
Towards Affordable Reproducibility Using Scalable Capture and Comparison of Intermediate Multi-Run Results
inferred← citeshttps://doi.org/10.1145/3659944openalex-snapshot
A Survey on Resilience in Information Sharing on Networks: Taxonomy and Applied Techniques
inferred← citeshttps://doi.org/10.70675/fa20cd1az1980z4119zb8dcz11d06ae9a249openalex-snapshot
KerA : A Unified Ingestion and Storage System for Scalable Big Data Processing
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