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Multi-level Layout Optimization for Efficient Spatio-temporal Queries on ISABELA-compressed Data

https://doi.org/10.1109/ipdps.2012.83

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What this work says

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

inferredcites →https://doi.org/10.1007/3-540-45033-5_3openalex-snapshot

Using Space-Filling Curves for Multi-dimensional Indexing

inferredcites →https://doi.org/10.1007/978-3-540-30075-5_12openalex-snapshot

Evaluation Strategies for Bitmap Indices with Binning

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/10.1007/978-3-642-55787-3_14openalex-snapshot

Hierarchical Indexing for Out-of-Core Access to Multi-Resolution Data

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Gyro-kinetic simulation of global turbulent transport properties in tokamak experiments

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Full-f gyrokinetic particle simulation of centrally heated global ITG turbulence from magnetic axis to edge pedestal top in a realistic tokamak geometry

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/10.1088/1749-4699/2/1/015005openalex-snapshot

Automatic beam path analysis of laser wakefield particle acceleration data

inferredcites →https://doi.org/10.1088/1749-4699/4/1/015003openalex-snapshot

Finding regions of interest on toroidal meshes

inferredcites →https://doi.org/10.1109/69.908985openalex-snapshot

Analysis of the clustering properties of the Hilbert space-filling curve

inferredcites →https://doi.org/10.1109/71.539739openalex-snapshot

File-access characteristics of parallel scientific workloads

inferredcites →https://doi.org/10.1109/99.660313openalex-snapshot

OpenMP: an industry standard API for shared-memory programming

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/fmpc.1999.750599openalex-snapshot

Data sieving and collective I/O in ROMIO

inferredcites →https://doi.org/10.1109/icip.1999.822944openalex-snapshot

Quadtrees for embedded surface visualization: constraints and efficient data structures

inferredcites →https://doi.org/10.1109/sc.2010.32openalex-snapshot

Managing Variability in the IO Performance of Petascale Storage Systems

inferredcites →https://doi.org/10.1109/ssdm.2002.1029710openalex-snapshot

Compressing bitmap indexes for faster search operations

inferredcites →https://doi.org/10.1145/1048935.1050189openalex-snapshot

Parallel netCDF

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/10.1145/1409360.1409380openalex-snapshot

Breaking the memory wall in MonetDB

inferredcites →https://doi.org/10.1145/1654059.1654100openalex-snapshot

I/O performance challenges at leadership scale

inferredcites →https://doi.org/10.1145/16856.16888openalex-snapshot

The design of POSTGRES

inferredcites →https://doi.org/10.1145/1807167.1807271openalex-snapshot

Overview of sciDB

inferredcites →https://doi.org/10.1145/1989323.1989351openalex-snapshot

ArrayStore

inferredcites →https://doi.org/10.1145/224170.224371openalex-snapshot

Server-directed collective I/O in Panda

inferredcites →https://doi.org/10.1145/301816.301826openalex-snapshot

On implementing MPI-IO portably and with high performance

inferredcites →https://doi.org/10.1145/356770.356776openalex-snapshot

Ubiquitous B-Tree

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.

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GpDL: A Spatially Aggregated Data Layout for Long-Term Astronomical Observation Archive

inferred← citeshttps://doi.org/10.1007/978-3-319-44881-7_8openalex-snapshot

High-Performance Storage Support for Scientific Big Data Applications on the Cloud

inferred← citeshttps://doi.org/10.1007/978-3-319-65482-9_30openalex-snapshot

Optimized Data Layout for Spatio-temporal Data in Time Domain Astronomy

inferred← citeshttps://doi.org/10.1007/s10586-013-0265-8openalex-snapshot

neCODEC: nearline data compression for scientific applications

inferred← citeshttps://doi.org/10.1109/bigdata.2014.7004214openalex-snapshot

FusionFS: Toward supporting data-intensive scientific applications on extreme-scale high-performance computing systems

inferred← citeshttps://doi.org/10.1109/bigdata.2014.7004238openalex-snapshot

Virtual chunks: On supporting random accesses to scientific data in compressible storage systems

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/pdsw-discs.2018.00004openalex-snapshot

Using a Robust Metadata Management System to Accelerate Scientific Discovery at Extreme Scales

inferred← citeshttps://doi.org/10.1109/tsc.2015.2456889openalex-snapshot

Dynamic Virtual Chunks: On Supporting Efficient Accesses to Compressed Scientific Data

inferred← citeshttps://doi.org/10.1109/tst.2014.6919829openalex-snapshot

SwiftArray: Accelerating queries on multidimensional arrays

inferred← citeshttps://doi.org/10.1145/2287076.2287086openalex-snapshot

ISOBAR hybrid compression-I/O interleaving for large-scale parallel I/O optimization

inferred← citeshttps://doi.org/10.1145/2676536.2676541openalex-snapshot

Parallel QuadTree encoding of large-scale raster geospatial data on multicore CPUs and GPGPUs

inferred← citeshttps://doi.org/10.1177/10943420221085000openalex-snapshot

Task-parallel in situ temporal compression of large-scale computational fluid dynamics data

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