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Exascale Machines Require New Programming Paradigms and Runtimes
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What this work says
Outgoing claims: the papers this work cites, builds on, or argues with.
inferredcites →https://doi.org/10.1002/9781118821930.ch51openalex-snapshot
Cloud Services for Distributed Knowledge Discovery
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StarPU: a unified platform for task scheduling on heterogeneous multicore architectures
inferredcites →https://doi.org/10.1002/cpe.3563openalex-snapshot
JS4Cloud: script‐based workflow programming for scalable data analysis on cloud platforms
inferredcites →https://doi.org/10.1002/cpe.994openalex-snapshot
Scientific workflow management and the Kepler system
inferredcites →https://doi.org/10.1007/978-3-0348-8534-8_21openalex-snapshot
The MPI Message Passing Interface Standard
inferredcites →https://doi.org/10.1007/978-3-642-19328-6_1openalex-snapshot
Exascale Computing Technology Challenges
inferredcites →https://doi.org/10.1007/978-3-642-33486-3_54openalex-snapshot
ClowdFlows: A Cloud Based Scientific Workflow Platform
inferredcites →https://doi.org/10.1007/978-3-642-36949-0_14openalex-snapshot
clOpenCL - Supporting Distributed Heterogeneous Computing in HPC Clusters
inferredcites →https://doi.org/10.1007/s00450-014-0264-xopenalex-snapshot
Towards a generic power estimator
inferredcites →https://doi.org/10.1007/s10723-013-9272-5openalex-snapshot
ServiceSs: An Interoperable Programming Framework for the Cloud
inferredcites →https://doi.org/10.1016/j.parco.2003.12.002openalex-snapshot
Bringing skeletons out of the closet: a pragmatic manifesto for skeletal parallel programming
inferredcites →https://doi.org/10.1016/j.procs.2012.04.018openalex-snapshot
ADFT: An Adaptive Framework for Fault Tolerance on Large Scale Systems using Application Malleability
inferredcites →https://doi.org/10.1016/s0167-8191(01)00100-4openalex-snapshot
HARNESS and fault tolerant MPI
inferredcites →https://doi.org/10.1051/snamc/201404305openalex-snapshot
Multi level programming Paradigm for Extreme Computing
inferredcites →https://doi.org/10.1093/nar/gkt328openalex-snapshot
The Taverna workflow suite: designing and executing workflows of Web Services on the desktop, web or in the cloud
inferredcites →https://doi.org/10.1098/rsta.2012.0085openalex-snapshot
Developing cloud applications using the e-Science Central platform
inferredcites →https://doi.org/10.1109/cluster.2012.72openalex-snapshot
Enabling Fast, Noncontiguous GPU Data Movement in Hybrid MPI+GPU Environments
inferredcites →https://doi.org/10.1109/clusterwksp.2010.5613086openalex-snapshot
A package for OpenCL based heterogeneous computing on clusters with many GPU devices
inferredcites →https://doi.org/10.1109/clustr.2009.5289129openalex-snapshot
Message passing for GPGPU clusters: CudaMPI
inferredcites →https://doi.org/10.1109/co-hpc.2014.4openalex-snapshot
Abstract Machine Models and Proxy Architectures for Exascale Computing
inferredcites →https://doi.org/10.1109/hpcc.2012.117openalex-snapshot
OpenCL Remote: Extending OpenCL Platform Model to Network Scale
inferredcites →https://doi.org/10.1109/hpcs.2010.5547126openalex-snapshot
rCUDA: Reducing the number of GPU-based accelerators in high performance clusters
inferredcites →https://doi.org/10.1109/ipdps.2012.58openalex-snapshot
Productive Programming of GPU Clusters with OmpSs
inferredcites →https://doi.org/10.1109/ipdpsw.2012.16openalex-snapshot
dOpenCL: Towards a Uniform Programming Approach for Distributed Heterogeneous Multi-/Many-Core Systems
inferredcites →https://doi.org/10.1109/ipdpsw.2012.325openalex-snapshot
Generalizing the Utility of GPUs in Large-Scale Heterogeneous Computing Systems
inferredcites →https://doi.org/10.1109/ispa.2011.28openalex-snapshot
Hybrid OpenCL: Enhancing OpenCL for Distributed Processing
inferredcites →https://doi.org/10.1109/mc.2008.122openalex-snapshot
Data-Intensive Computing in the 21st Century
inferredcites →https://doi.org/10.1109/mcse.2013.96openalex-snapshot
Programming for Exascale Computers
inferredcites →https://doi.org/10.1109/sc.2002.10048openalex-snapshot
MPICH-V: Toward a Scalable Fault Tolerant MPI for Volatile Nodes
inferredcites →https://doi.org/10.1109/sc.2012.100openalex-snapshot
Scalable multi-GPU 3-D FFT for TSUBAME 2.0 Supercomputer
inferredcites →https://doi.org/10.1109/sc.2012.52openalex-snapshot
Efficient and reliable network tomography in heterogeneous networks using BitTorrent broadcasts and clustering algorithms
inferredcites →https://doi.org/10.1109/sc.2014.78openalex-snapshot
Exploring Automatic, Online Failure Recovery for Scientific Applications at Extreme Scales
inferredcites →https://doi.org/10.1109/services.2010.14openalex-snapshot
Scientific Workflow Development Using Both Visual and Script-Based Representation
inferredcites →https://doi.org/10.1109/tc.2014.2375202openalex-snapshot
Data Partitioning on Multicore and Multi-GPU Platforms Using Functional Performance Models
inferredcites →https://doi.org/10.1109/tpds.2011.308openalex-snapshot
A Survey of Parallel Programming Models and Tools in the Multi and Many-Core Era
inferredcites →https://doi.org/10.1145/1122971.1122981openalex-snapshot
Programming for parallelism and locality with hierarchically tiled arrays
inferredcites →https://doi.org/10.1145/1787275.1787323openalex-snapshot
Hybrid parallel programming with MPI and unified parallel C
inferredcites →https://doi.org/10.1145/2159430.2159440openalex-snapshot
Enabling task-level scheduling on heterogeneous platforms
inferredcites →https://doi.org/10.1145/2465813.2465814openalex-snapshot
Toward resilient algorithms and applications
inferredcites →https://doi.org/10.1145/2465813.2465821openalex-snapshot
When is multi-version checkpointing needed?
inferredcites →https://doi.org/10.1145/2642769.2642774openalex-snapshot
Toward Local Failure Local Recovery Resilience Model using MPI-ULFM
inferredcites →https://doi.org/10.1145/2642769.2642775openalex-snapshot
Evaluating User-Level Fault Tolerance for MPI Applications
inferredcites →https://doi.org/10.1145/2642769.2642797openalex-snapshot
Optimizations to enhance sustainability of MPI applications
inferredcites →https://doi.org/10.1145/289918.289920openalex-snapshot
Co-array Fortran for parallel programming
inferredcites →https://doi.org/10.1145/355841.355847openalex-snapshot
Basic Linear Algebra Subprograms for Fortran Usage
inferredcites →https://doi.org/10.1155/2005/128026openalex-snapshot
Pegasus: A Framework for Mapping Complex Scientific Workflows onto Distributed Systems
inferredcites →https://doi.org/10.1177/0037549709340729openalex-snapshot
Fault-tolerant Gang Scheduling in Distributed Real-time Systems Utilizing Imprecise Computations
inferredcites →https://doi.org/10.1177/1094342007078442openalex-snapshot
Parallel Programmability and the Chapel Language
inferredcites →https://doi.org/10.1177/1094342010391989openalex-snapshot
The International Exascale Software Project roadmap
inferredcites →https://doi.org/10.1177/1094342014548772openalex-snapshot
Enabling communication concurrency through flexible MPI endpoints
inferredcites →https://doi.org/10.2172/1172915openalex-snapshot
Programming Abstractions for Data Locality
inferredcites →https://doi.org/10.2172/1222713openalex-snapshot
DOE Advanced Scientific Computing Advisory Subcommittee (ASCAC) Report: Top Ten Exascale Research Challenges
inferredcites →https://doi.org/10.48550/arxiv.1402.3809openalex-snapshot
Toward Resilient Algorithms and Applications
inferredcites →https://doi.org/10.5555/2386173.2386183openalex-snapshot
CUDASA: compute unified device and systems architecture
inferredcites →https://doi.org/10.5555/2499968.2499969openalex-snapshot
Exploring reliability of exascale systems through simulations
inferredcites →https://doi.org/10.5555/762761.762815openalex-snapshot
MPICH-V: Toward a Scalable Fault Tolerant MPI for Volatile Nodes
What points at this work
Incoming claims: where this work appears in other papers’ reference lists and arguments.
inferred← citeshttps://doi.org/10.1007/978-3-030-22734-0_19openalex-snapshot
Productivity-Aware Design and Implementation of Distributed Tree-Based Search Algorithms
inferred← citeshttps://doi.org/10.1007/978-3-030-29400-7_22openalex-snapshot
Dataflow Execution of Hierarchically Tiled Arrays
inferred← citeshttps://doi.org/10.1007/978-3-032-29912-3_42openalex-snapshot
Data Management and I/O Provisioning Across Cloud-Edge Continuum for High-Performance Computational Data Pipelines
inferred← citeshttps://doi.org/10.1007/978-3-319-75178-8_14openalex-snapshot
Runtime Support for Distributed Dynamic Locality
inferred← citeshttps://doi.org/10.1007/978-3-319-78054-2_27openalex-snapshot
Evaluation of the Parallel Performance of the Java and PCJ on the Intel KNL Based Systems
inferred← citeshttps://doi.org/10.1007/978-3-319-93698-7_33openalex-snapshot
nSharma: Numerical Simulation Heterogeneity Aware Runtime Manager for OpenFOAM
inferred← citeshttps://doi.org/10.1016/j.compfluid.2019.01.005openalex-snapshot
Towards Exascale Lattice Boltzmann computing
inferred← citeshttps://doi.org/10.1016/j.future.2019.11.011openalex-snapshot
Towards ultra-scale Branch-and-Bound using a high-productivity language
inferred← citeshttps://doi.org/10.1016/j.future.2022.04.014openalex-snapshot
Enabling dynamic and intelligent workflows for HPC, data analytics, and AI convergence
inferred← citeshttps://doi.org/10.1016/j.jocs.2020.101175openalex-snapshot
Toward exascale design of soft mesoscale materials
inferred← citeshttps://doi.org/10.1016/j.swevo.2020.100720openalex-snapshot
A comparative study of high-productivity high-performance programming languages for parallel metaheuristics
inferred← citeshttps://doi.org/10.1063/5.0147903openalex-snapshot
PluginPlay: Enabling exascale scientific software one module at a time
inferred← citeshttps://doi.org/10.1109/access.2021.3067815openalex-snapshot
A Data-Aware Scheduling Strategy for Executing Large-Scale Distributed Workflows
inferred← citeshttps://doi.org/10.1109/bigdatasecurity-hpsc-ids.2019.00051openalex-snapshot
Perspectives on Anomaly and Event Detection in Exascale Systems
inferred← citeshttps://doi.org/10.1109/hpcs48598.2019.9188106openalex-snapshot
An Incremental Parallel PGAS-based Tree Search Algorithm
inferred← citeshttps://doi.org/10.1109/mipro.2016.7522143openalex-snapshot
Logical-probabilistic analysis of distributed computing reliability
inferred← citeshttps://doi.org/10.1109/sbac-padw56527.2022.00014openalex-snapshot
Implementing the Broadcast Operation in a Distributed Task-based Runtime
inferred← citeshttps://doi.org/10.1109/seaa51224.2020.00020openalex-snapshot
Investigating Trade-offs between Portability, Performance and Maintainability in Exascale Systems
inferred← citeshttps://doi.org/10.1134/s1995080218050050openalex-snapshot
Workflow-Based Internet Platform for Mass Supercomputing
inferred← citeshttps://doi.org/10.31274/td-20240617-29openalex-snapshot
Helping chemists help themselves
inferred← citeshttps://doi.org/10.3390/app122010567openalex-snapshot
Cloud Computing for Big Data Analysis
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Perspectives on Big Data, Cloud-Based Data Analysis and Machine Learning Systems
inferred← citeshttps://doi.org/10.3390/electronics12010053openalex-snapshot
Data Locality in High Performance Computing, Big Data, and Converged Systems: An Analysis of the Cutting Edge and a Future System Architecture
inferred← citeshttps://doi.org/10.3390/fi13050121openalex-snapshot
Exploiting Machine Learning for Improving In-Memory Execution of Data-Intensive Workflows on Parallel Machines
inferred← citeshttps://doi.org/10.47749/t/unicamp.2022.1249913openalex-snapshot
Implementation and optimization of broadcast communication in the OmpCluster task-based runtime
inferred← citeshttps://doi.org/10.5815/ijmecs.2016.06.04openalex-snapshot
Empirical Analysis of HPC Using Different Programming Models
inferred← citeshttps://doi.org/10.7868/s0869565217090043openalex-snapshot
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