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A visual performance analysis framework for task‐based parallel applications running on hybrid clusters

https://doi.org/10.1002/cpe.4472
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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.1631openalex-snapshot
StarPU: a unified platform for task scheduling on heterogeneous multicore architectures
inferredcites →https://doi.org/10.1002/cpe.3723openalex-snapshot
Task‐based FMM for heterogeneous architectures
inferredcites →https://doi.org/10.1002/j.1538-7305.1966.tb01709.xopenalex-snapshot
Bounds for Certain Multiprocessing Anomalies
inferredcites →https://doi.org/10.1002/wics.118openalex-snapshot
The Grammar of Graphics
inferredcites →https://doi.org/10.1007/11549468_21openalex-snapshot
An Efficient Multi-level Trace Toolkit for Multi-threaded Applications
inferredcites →https://doi.org/10.1007/978-0-387-98141-3openalex-snapshot
ggplot2: Elegant Graphics for Data Analysis
inferredcites →https://doi.org/10.1007/978-3-319-58943-5_6openalex-snapshot
Task-Based Conjugate Gradient: From Multi-GPU Towards Heterogeneous Architectures
inferredcites →https://doi.org/10.1007/978-3-540-68564-7_9openalex-snapshot
The Vampir Performance Analysis Tool-Set
inferredcites →https://doi.org/10.1007/978-3-642-30961-8_15openalex-snapshot
Performance Analysis Techniques for Task-Based OpenMP Applications
inferredcites →https://doi.org/10.1007/978-3-642-31476-6_11openalex-snapshot
Temanejo: Debugging of Thread-Based Task-Parallel Programs in StarSS
inferredcites →https://doi.org/10.1007/978-3-642-33518-1_40openalex-snapshot
StarPU-MPI: Task Programming over Clusters of Machines Enhanced with Accelerators
inferredcites →https://doi.org/10.1007/978-3-642-37349-7_10openalex-snapshot
Visualizing More Performance Data Than What Fits on Your Screen
inferredcites →https://doi.org/10.1007/s11219-016-9311-0openalex-snapshot
A declarative framework for stateful analysis of execution traces
inferredcites →https://doi.org/10.1016/j.jocs.2017.03.008openalex-snapshot
Design and analysis of a task-based parallelization over a runtime system of an explicit finite-volume CFD code with adaptive time stepping
inferredcites →https://doi.org/10.1016/j.parco.2011.10.003openalex-snapshot
DAGuE: A generic distributed DAG engine for High Performance Computing
inferredcites →https://doi.org/10.1016/j.parco.2015.03.001openalex-snapshot
Design and analysis of scheduling strategies for multi-CPU and multi-GPU architectures
inferredcites →https://doi.org/10.1016/s0167-8191(01)00141-7openalex-snapshot
PaStiX: a high-performance parallel direct solver for sparse symmetric positive definite systems
inferredcites →https://doi.org/10.1016/s0377-2217(02)00769-5openalex-snapshot
Gantt charts: A centenary appreciation
inferredcites →https://doi.org/10.1088/1742-6596/180/1/012037openalex-snapshot
Numerical linear algebra on emerging architectures: The PLASMA and MAGMA projects
inferredcites →https://doi.org/10.1109/71.993206openalex-snapshot
Performance-effective and low-complexity task scheduling for heterogeneous computing
inferredcites →https://doi.org/10.1109/hipc.2015.27openalex-snapshot
Task-Based Multifrontal QR Solver for GPU-Accelerated Multicore Architectures
inferredcites →https://doi.org/10.1109/ipdps.2012.120openalex-snapshot
Scalable Critical-Path Based Performance Analysis
inferredcites →https://doi.org/10.1109/ipdpsw.2014.9openalex-snapshot
Taking Advantage of Hybrid Systems for Sparse Direct Solvers via Task-Based Runtimes
inferredcites →https://doi.org/10.1109/ipdpsw.2015.35openalex-snapshot
Bridging the Gap between Performance and Bounds of Cholesky Factorization on Heterogeneous Platforms
inferredcites →https://doi.org/10.1109/mcse.2013.98openalex-snapshot
PaRSEC: Exploiting Heterogeneity to Enhance Scalability
inferredcites →https://doi.org/10.1109/sbac-pad.2015.33openalex-snapshot
Towards Seismic Wave Modeling on Heterogeneous Many-Core Architectures Using Task-Based Runtime System
inferredcites →https://doi.org/10.1109/sc.companion.2012.168openalex-snapshot
Poster: Matrices over Runtime Systems at Exascale
inferredcites →https://doi.org/10.1109/tpds.2008.105openalex-snapshot
The Design of OpenMP Tasks
inferredcites →https://doi.org/10.1109/tpds.2017.2766064openalex-snapshot
Achieving High Performance on Supercomputers with a Sequential Task-based Programming Model
inferredcites →https://doi.org/10.1109/tvcg.2014.2346456openalex-snapshot
Combing the Communication Hairball: Visualizing Parallel Execution Traces using Logical Time
inferredcites →https://doi.org/10.1109/vpa.2016.006openalex-snapshot
Edge Bundling for Visualizing Communication Behavior
inferredcites →https://doi.org/10.1109/vpa.2016.008openalex-snapshot
Analyzing Dynamic Task-Based Applications on Hybrid Platforms: An Agile Scripting Approach
inferredcites →https://doi.org/10.1137/1.9780898719642openalex-snapshot
ScaLAPACK Users' Guide
inferredcites →https://doi.org/10.1142/s0129626411000151openalex-snapshot
OmpSs: A PROPOSAL FOR PROGRAMMING HETEROGENEOUS MULTI-CORE ARCHITECTURES
inferredcites →https://doi.org/10.1145/2807591.2807623openalex-snapshot
The Spack package manager
inferredcites →https://doi.org/10.1145/2835175openalex-snapshot
General Template Units for the Finite Volume Method in Box-Shaped Domains
inferredcites →https://doi.org/10.1145/2835238.2835240openalex-snapshot
Visualizing execution traces with task dependencies
inferredcites →https://doi.org/10.1145/2835238.2835241openalex-snapshot
DAGViz
inferredcites →https://doi.org/10.1145/2851141.2851156openalex-snapshot
Grain graphs
inferredcites →https://doi.org/10.1145/2898348openalex-snapshot
Implementing Multifrontal Sparse Solvers for Multicore Architectures with Sequential Task Flow Runtime Systems
inferredcites →https://doi.org/10.1145/324133.324234openalex-snapshot
Scheduling multithreaded computations by work stealing
inferredcites →https://doi.org/10.1201/b17511openalex-snapshot
Visualization Analysis and Design
inferredcites →https://doi.org/10.18637/jss.v046.i03openalex-snapshot
A Multi-Language Computing Environment for Literate Programming and Reproducible Research
inferredcites →https://doi.org/10.3233/978-1-61499-381-0-793openalex-snapshot
A Case Study: Holistic Performance Analysis on Heterogeneous Architectures using the Vampir Toolchain
inferredcites →https://doi.org/10.32614/cran.package.featheropenalex-snapshot
feather: R Bindings to the Feather 'API'
inferredcites →https://doi.org/10.32614/cran.package.plotlyopenalex-snapshot
plotly: Create Interactive Web Graphics via 'plotly.js'
inferredcites →https://doi.org/10.32614/cran.package.tidyverseopenalex-snapshot
tidyverse: Easily Install and Load the 'Tidyverse'
inferredcites →https://doi.org/10.5194/gmd-9-3483-2016openalex-snapshot
Earth system modelling on system-level heterogeneous architectures: EMAC (version 2.42) on the Dynamical Exascale Entry Platform (DEEP)
inferredcites →https://doi.org/10.5555/3019115.3019116openalex-snapshot
Edge bundling for visualizing communication behavior
inferredcites →https://doi.org/10.5555/3019115.3019118openalex-snapshot
Analyzing dynamic task-based applications on hybrid platforms: an agile scripting approach

What points at this work

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

inferred← citeshttps://doi.org/10.1002/cpe.5772openalex-snapshot
Task‐based parallel strategies for computational fluid dynamic application in heterogeneous CPU/GPU resources
inferred← citeshttps://doi.org/10.1002/cpe.70582openalex-snapshot
Performance and Cost Evaluation of StarPU on AWS: Case Studies With Dense Linear Algebra Kernels and N‐Body Simulations
inferred← citeshttps://doi.org/10.1002/cpe.70867openalex-snapshot
Enhancing Performance Analysis of OpenMP Task‐Based Applications: Enriched and Interactive Visualizations With StarVZ
inferred← citeshttps://doi.org/10.1002/cpe.7920openalex-snapshot
Tracing task‐based runtime systems: Feedbacks from the StarPU case
inferred← citeshttps://doi.org/10.1007/978-3-030-15996-2_3openalex-snapshot
Design, Implementation and Performance Analysis of a CFD Task-Based Application for Heterogeneous CPU/GPU Resources
inferred← citeshttps://doi.org/10.1007/978-3-031-85697-6_15openalex-snapshot
Measuring and Interpreting Dependent Task-Based Applications Performances
inferred← citeshttps://doi.org/10.1007/s00366-020-01049-0openalex-snapshot
PadMesh: a parallel and distributed framework for interactive mesh generation software
inferred← citeshttps://doi.org/10.1016/j.future.2023.05.005openalex-snapshot
Asynchronous multi-phase task-based applications: Employing different nodes to design better distributions
inferred← citeshttps://doi.org/10.1016/j.future.2025.107933openalex-snapshot
Measuring and interpreting performances of HPC applications with dependent tasks
inferred← citeshttps://doi.org/10.1016/j.jpdc.2021.07.018openalex-snapshot
EasyPAP: A framework for learning parallel programming
inferred← citeshttps://doi.org/10.1109/ccgrid.2019.00025openalex-snapshot
Visual Performance Analysis of Memory Behavior in a Task-Based Runtime on Hybrid Platforms
inferred← citeshttps://doi.org/10.1109/cluster59578.2024.00015openalex-snapshot
Holistic Performance Analysis for Asynchronous Many-Task Runtimes
inferred← citeshttps://doi.org/10.1109/icpads51040.2020.00017openalex-snapshot
Communication-Aware Load Balancing of the LU Factorization over Heterogeneous Clusters
inferred← citeshttps://doi.org/10.1109/ipdps53621.2022.00042openalex-snapshot
Multi-Phase Task-Based HPC Applications: Quickly Learning how to Run Fast
inferred← citeshttps://doi.org/10.1109/ipdpsw52791.2021.00013openalex-snapshot
Providing In-depth Performance Analysis for Heterogeneous Task-based Applications with StarVZ
inferred← citeshttps://doi.org/10.1109/ipdpsw63119.2024.00014openalex-snapshot
Dynamic Tasks Scheduling with Multiple Priorities on Heterogeneous Computing Systems
inferred← citeshttps://doi.org/10.1109/pdp59025.2023.00014openalex-snapshot
Summarizing task-based applications behavior over many nodes through progression clustering
inferred← citeshttps://doi.org/10.1109/protools49597.2019.00009openalex-snapshot
Performance Analysis of Tile Low-Rank Cholesky Factorization Using PaRSEC Instrumentation Tools
inferred← citeshttps://doi.org/10.1111/cgf.14303openalex-snapshot
Daisen: A Framework for Visualizing Detailed GPU Execution
inferred← citeshttps://doi.org/10.1145/3472456.3472516openalex-snapshot
Exploiting system level heterogeneity to improve the performance of a GeoStatistics multi-phase task-based application
inferred← citeshttps://doi.org/10.1145/3605573.3605602openalex-snapshot
Investigating Dependency Graph Discovery Impact on Task-based MPI+OpenMP Applications Performances
inferred← citeshttps://doi.org/10.31219/osf.io/73ry8openalex-snapshot
Daisen: A Framework for Visualizing Detailed GPU Execution
inferred← citeshttps://doi.org/10.5753/eradrs.2020.10775openalex-snapshot
Refinando e Balanceando o Particionamento de Aplicações Científicas baseadas em Tarefas em Plataformas Heterogêneas
inferred← citeshttps://doi.org/10.5753/eradrs.2020.10778openalex-snapshot
Mecanismo de Detecção de Tarefas Anômalas Para a Análise de Desempenho de Aplicações com Tarefas Irregulares
inferred← citeshttps://doi.org/10.5753/sbc.4400.9.4openalex-snapshot
Introdução ao Desenvolvimento de Aplicações Paralelas com o Paradigma Orientado a Tarefas e o Runtime StarPU
inferred← citeshttps://doi.org/10.5753/sscad.2024.244405openalex-snapshot
Performance Evaluation of Dense Linear Algebra Kernels using Chameleon and StarPU on AWS
inferred← citeshttps://doi.org/10.5753/sscad.2024.244795openalex-snapshot
Improving performance visualization of OpenMP task-based applications
inferred← citeshttps://doi.org/10.5753/wscad.2020.14076openalex-snapshot
Detection, Evaluation and Mitigation of Resource Affinity and Communication Contention Problems in a Task-Based Runtime over Heterogeneous Clusters
inferred← citeshttps://doi.org/10.70675/233d5251z3b9ez4709z8c5az5b8f70f675f3openalex-snapshot
Strategies for Distributing Task-Based Applications on Heterogeneous Platforms
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