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MLOC: Multi-level Layout Optimization Framework for Compressed Scientific Data Exploration with Heterogeneous Access Patterns
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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_34openalex-snapshot
Compressing the Incompressible with ISABELA: In-situ Reduction of Spatio-temporal Data
inferredcites →https://doi.org/10.1063/1.2338775openalex-snapshot
Gyro-kinetic simulation of global turbulent transport properties in tokamak experiments
inferredcites →https://doi.org/10.1088/1742-6596/16/1/077openalex-snapshot
FastBit: an efficient indexing technology for accelerating data-intensive science
inferredcites →https://doi.org/10.1088/1749-4699/2/1/015001openalex-snapshot
Terascale direct numerical simulations of turbulent combustion using S3D
inferredcites →https://doi.org/10.1109/69.908985openalex-snapshot
Analysis of the clustering properties of the Hilbert space-filling curve
inferredcites →https://doi.org/10.1109/ccgrid.2007.51openalex-snapshot
Exploiting Lustre File Joining for Effective Collective IO
inferredcites →https://doi.org/10.1109/cluster.2011.18openalex-snapshot
EDO: Improving Read Performance for Scientific Applications through Elastic Data Organization
inferredcites →https://doi.org/10.1109/icde.2012.114openalex-snapshot
ISOBAR Preconditioner for Effective and High-throughput Lossless Data Compression
inferredcites →https://doi.org/10.1109/icpp.2009.68openalex-snapshot
Using Subfiling to Improve Programming Flexibility and Performance of Parallel Shared-file I/O
inferredcites →https://doi.org/10.1109/ipdps.2007.370239openalex-snapshot
An Implementation and Evaluation of Client-Side File Caching for MPI-IO
inferredcites →https://doi.org/10.1109/ipdps.2009.5161029openalex-snapshot
Small-file access in parallel file systems
inferredcites →https://doi.org/10.1109/ipdps.2009.5161070openalex-snapshot
Making resonance a common case: A high-performance implementation of collective I/O on parallel file systems
inferredcites →https://doi.org/10.1109/ipdps.2010.5470454openalex-snapshot
PreDatA – preparatory data analytics on peta-scale machines
inferredcites →https://doi.org/10.1109/sc.2008.5222722openalex-snapshot
Dynamically adapting file domain partitioning methods for collective I/O based on underlying parallel file system locking protocols
inferredcites →https://doi.org/10.1109/tvcg.2006.143openalex-snapshot
Fast and Efficient Compression of Floating-Point Data
inferredcites →https://doi.org/10.1145/1383529.1383533openalex-snapshot
Flexible IO and integration for scientific codes through the adaptable IO system (ADIOS)
inferredcites →https://doi.org/10.1145/1654059.1654100openalex-snapshot
I/O performance challenges at leadership scale
inferredcites →https://doi.org/10.1145/373626.373678openalex-snapshot
Querying multi-dimensional data indexed using the Hilbert space-filling curve
inferredcites →https://doi.org/10.1145/582034.582036openalex-snapshot
Global static indexing for real-time exploration of very large regular grids
What points at this work
Incoming claims: where this work appears in other papers’ reference lists and arguments.
inferred← citeshttps://doi.org/10.1007/978-3-319-07518-1_19openalex-snapshot
RADAR: Runtime Asymmetric Data-Access Driven Scientific Data Replication
inferred← citeshttps://doi.org/10.1007/s12650-022-00891-2openalex-snapshot
ESRGAN-based visualization for large-scale volume data
inferred← citeshttps://doi.org/10.1016/j.jcp.2020.109704openalex-snapshot
Pass-efficient methods for compression of high-dimensional turbulent flow data
inferred← citeshttps://doi.org/10.1109/bigdata.congress.2014.55openalex-snapshot
Adaptive Indexing for Distributed Array Processing
inferred← citeshttps://doi.org/10.1109/ccgrid.2013.58openalex-snapshot
PARLO: PArallel Run-Time Layout Optimization for Scientific Data Explorations with Heterogeneous Access Patterns
inferred← citeshttps://doi.org/10.1109/ccgrid.2013.9openalex-snapshot
Supporting a Light-Weight Data Management Layer over HDF5
inferred← citeshttps://doi.org/10.1109/ccgrid.2014.73openalex-snapshot
Transparent in Situ Data Transformations in ADIOS
inferred← citeshttps://doi.org/10.1109/ccgrid.2016.15openalex-snapshot
Usage Pattern-Driven Dynamic Data Layout Reorganization
inferred← citeshttps://doi.org/10.1109/cluster.2017.62openalex-snapshot
Canopus: A Paradigm Shift Towards Elastic Extreme-Scale Data Analytics on HPC Storage
inferred← citeshttps://doi.org/10.1109/icpp.2016.53openalex-snapshot
In Situ Storage Layout Optimization for AMR Spatio-temporal Read Accesses
inferred← citeshttps://doi.org/10.1109/tmscs.2018.2886851openalex-snapshot
SIRIUS: Enabling Progressive Data Exploration for Extreme-Scale Scientific Data
inferred← citeshttps://doi.org/10.1109/tps.2023.3268170openalex-snapshot
2022 Review of Data-Driven Plasma Science
inferred← citeshttps://doi.org/10.1109/tst.2014.6919829openalex-snapshot
SwiftArray: Accelerating queries on multidimensional arrays
inferred← citeshttps://doi.org/10.1109/tvcg.2018.2864853openalex-snapshot
A Study of the Trade-off Between Reducing Precision and Reducing Resolution for Data Analysis and Visualization
inferred← citeshttps://doi.org/10.1109/tvcg.2020.3030381openalex-snapshot
Efficient and Flexible Hierarchical Data Layouts for a Unified Encoding of Scalar Field Precision and Resolution
inferred← citeshttps://doi.org/10.1109/tvcg.2022.3165392openalex-snapshot
AMM: Adaptive Multilinear Meshes
inferred← citeshttps://doi.org/10.1109/tvcg.2023.3326920openalex-snapshot
TopoSZ: Preserving Topology in Error-Bounded Lossy Compression
inferred← citeshttps://doi.org/10.1111/cgf.13336openalex-snapshot
Data Reduction Techniques for Simulation, Visualization and Data Analysis
inferred← citeshttps://doi.org/10.1145/3523698openalex-snapshot
EMPRESS: Accelerating Scientific Discovery through Descriptive Metadata Management
inferred← citeshttps://doi.org/10.46632/jdaai/4/1/95openalex-snapshot
Optimizing Execution Time in Distribute Networks an Empirical Study of Node Configuration and Concurrency Levels
inferred← citeshttps://doi.org/10.48550/arxiv.1905.13257openalex-snapshot
Pass-efficient methods for compression of high-dimensional turbulent flow data
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