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Integrating profile-driven parallelism detection and machine-learning-based mapping
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What this work says
Outgoing claims: the papers this work cites, builds on, or argues with.
inferredcites →https://doi.org/10.1007/3-540-44587-0_1openalex-snapshot
SPEComp: A New Benchmark Suite for Measuring Parallel Computer Performance
inferredcites →https://doi.org/10.1007/3-540-49530-4_32openalex-snapshot
Standard Templates Adaptive Parallel Library (STAPL)
inferredcites →https://doi.org/10.1007/3-540-57502-2_40openalex-snapshot
Dynamic dependence analysis: A novel method for data dependence evaluation
inferredcites →https://doi.org/10.1007/978-3-319-09967-5_5openalex-snapshot
OpenCL Task Partitioning in the Presence of GPU Contention
inferredcites →https://doi.org/10.1007/978-3-540-24723-4_5openalex-snapshot
Data Dependence Profiling for Speculative Optimizations
inferredcites →https://doi.org/10.1007/978-3-540-89740-8_16openalex-snapshot
Compiler-Driven Dependence Profiling to Guide Program Parallelization
inferredcites →https://doi.org/10.1007/978-3-642-13374-9_9openalex-snapshot
Automatically Tuning Parallel and Parallelized Programs
inferredcites →https://doi.org/10.1007/978-3-642-19595-2_1openalex-snapshot
McFLAT: A Profile-Based Framework for MATLAB Loop Analysis and Transformations
inferredcites →https://doi.org/10.1016/s0167-8191(96)00097-xopenalex-snapshot
HPFIT: A set of integrated tools for the parallelization of applications using High Performance Fortran. Part I: HPFIT and the TransTOOL environment
inferredcites →https://doi.org/10.1023/a:1024597010150openalex-snapshot
Hybrid Analysis: Static & Dynamic Memory Reference Analysis
inferredcites →https://doi.org/10.1093/ietisy/e89-d.2.399openalex-snapshot
Development and Implementation of an Interactive Parallelization Assistance Tool for OpenMP: iPat/OMP
inferredcites →https://doi.org/10.1109/2.546613openalex-snapshot
Maximizing multiprocessor performance with the SUIF compiler
inferredcites →https://doi.org/10.1109/71.86108openalex-snapshot
Interactive parallel programming using the ParaScope Editor
inferredcites →https://doi.org/10.1109/cgo.2013.6494993openalex-snapshot
Portable mapping of data parallel programs to OpenCL for heterogeneous systems
inferredcites →https://doi.org/10.1109/ipdps.2007.370682openalex-snapshot
A Comprehensive Analysis of OpenMP Applications on Dual-Core Intel Xeon SMPs
inferredcites →https://doi.org/10.1109/micro.2005.13openalex-snapshot
Automatic Thread Extraction with Decoupled Software Pipelining
inferredcites →https://doi.org/10.1109/micro.2007.35openalex-snapshot
Self-calibrating Online Wearout Detection
inferredcites →https://doi.org/10.1109/micro.2010.49openalex-snapshot
SD3: A Scalable Approach to Dynamic Data-Dependence Profiling
inferredcites →https://doi.org/10.1109/pact.2007.66openalex-snapshot
Speculative Decoupled Software Pipelining
inferredcites →https://doi.org/10.1109/sc.2010.14openalex-snapshot
Combined Iterative and Model-driven Optimization in an Automatic Parallelization Framework
inferredcites →https://doi.org/10.1117/1.2819119openalex-snapshot
Book Review: Pattern Recognition and Machine Learning
inferredcites →https://doi.org/10.1145/1046192.1046216openalex-snapshot
Evaluating heuristics in automatically mapping multi-loop applications to FPGAs
inferredcites →https://doi.org/10.1145/1065944.1065964openalex-snapshot
Exposing speculative thread parallelism in SPEC2000
inferredcites →https://doi.org/10.1145/109025.109086openalex-snapshot
Semantical interprocedural parallelization
inferredcites →https://doi.org/10.1145/12276.13328openalex-snapshot
Interprocedural dependence analysis and parallelization
inferredcites →https://doi.org/10.1145/1250734.1250759openalex-snapshot
Optimistic parallelism requires abstractions
inferredcites →https://doi.org/10.1145/1250734.1250760openalex-snapshot
Software behavior oriented parallelization
inferredcites →https://doi.org/10.1145/125826.125925openalex-snapshot
The NAS parallel benchmarks---summary and preliminary results
inferredcites →https://doi.org/10.1145/1274971.1275008openalex-snapshot
Sensitivity analysis for automatic parallelization on multi-cores
inferredcites →https://doi.org/10.1145/130385.130401openalex-snapshot
A training algorithm for optimal margin classifiers
inferredcites →https://doi.org/10.1145/1504176.1504189openalex-snapshot
Mapping parallelism to multi-cores
inferredcites →https://doi.org/10.1145/1542476.1542496openalex-snapshot
Towards a holistic approach to auto-parallelization
inferredcites →https://doi.org/10.1145/1562764.1562783openalex-snapshot
A view of the parallel computing landscape
inferredcites →https://doi.org/10.1145/1772954.1772961openalex-snapshot
Large program trace analysis and compression with ZDDs
inferredcites →https://doi.org/10.1145/1854273.1854313openalex-snapshot
Partitioning streaming parallelism for multi-cores
inferredcites →https://doi.org/10.1145/1854273.1854321openalex-snapshot
Semi-automatic extraction and exploitation of hierarchical pipeline parallelism using profiling information
inferredcites →https://doi.org/10.1145/1944862.1944881openalex-snapshot
A workload-aware mapping approach for data-parallel programs
inferredcites →https://doi.org/10.1145/224538.224553openalex-snapshot
Run-time methods for parallelizing partially parallel loops
inferredcites →https://doi.org/10.1145/2254064.2254107openalex-snapshot
Speculative separation for privatization and reductions
inferredcites →https://doi.org/10.1145/2509420.2512436openalex-snapshot
Using machine learning to partition streaming programs
inferredcites →https://doi.org/10.1145/2591635.2667163openalex-snapshot
Semantical interprocedural parallelization
inferredcites →https://doi.org/10.1145/263699.263719openalex-snapshot
Maximizing parallelism and minimizing synchronization with affine transforms
inferredcites →https://doi.org/10.1145/277650.277725openalex-snapshot
The implementation of the Cilk-5 multithreaded language
inferredcites →https://doi.org/10.1145/360827.360844openalex-snapshot
The parallel execution of DO loops
inferredcites →https://doi.org/10.1145/567532.567555openalex-snapshot
Dependence graphs and compiler optimizations
inferredcites →https://doi.org/10.1145/605397.605428openalex-snapshot
A stream compiler for communication-exposed architectures
inferredcites →https://doi.org/10.1145/76263.76335openalex-snapshot
A methodology for parallelizing programs for multicomputers and complex memory multiprocessors
inferredcites →https://doi.org/10.1145/780822.781159openalex-snapshot
Predicting whole-program locality through reuse distance analysis
inferredcites →https://doi.org/10.1145/781131.781159openalex-snapshot
Predicting whole-program locality through reuse distance analysis
inferredcites →https://doi.org/10.1145/782814.782825openalex-snapshot
A performance analysis of the Berkeley UPC compiler
inferredcites →https://doi.org/10.1145/859618.859668openalex-snapshot
The Jrpm system for dynamically parallelizing Java programs
inferredcites →https://doi.org/10.1145/989393.989411openalex-snapshot
Interprocedural dependence analysis and parallelization
inferredcites →https://doi.org/10.1145/996841.996852openalex-snapshot
A cost-driven compilation framework for speculative parallelization of sequential programs
inferredcites →https://doi.org/10.5555/1025127.1026007openalex-snapshot
Decoupled Software Pipelining with the Synchronization Array
inferredcites →https://doi.org/10.5555/1025127.1026009openalex-snapshot
Compiler Estimation of Load Imbalance Overhead in Speculative Parallelization
inferredcites →https://doi.org/10.5555/1251229.1251234openalex-snapshot
Performance-driven processor allocation
What points at this work
Incoming claims: where this work appears in other papers’ reference lists and arguments.
inferred← citeshttps://doi.org/10.1007/978-3-030-63171-0_8openalex-snapshot
PDAWL: Profile-Based Iterative Dynamic Adaptive WorkLoad Balance on Heterogeneous Architectures
inferred← citeshttps://doi.org/10.1007/978-3-030-99372-6_7openalex-snapshot
Optimizing Sparse Matrix Multiplications for Graph Neural Networks
inferred← citeshttps://doi.org/10.1007/978-3-319-45279-1_10openalex-snapshot
An Algebraic Framework for Parallelizing Recurrence in Functional Programming
inferred← citeshttps://doi.org/10.1007/978-981-10-6442-5_54openalex-snapshot
A Cost Model for Heterogeneous Many-Core Processor
inferred← citeshttps://doi.org/10.1007/s10766-018-00625-8openalex-snapshot
Optimizing Sparse Matrix–Vector Multiplications on an ARMv8-based Many-Core Architecture
inferred← citeshttps://doi.org/10.1007/s10766-020-00667-xopenalex-snapshot
Refactoring GrPPI: Generic Refactoring for Generic Parallelism in C++
inferred← citeshttps://doi.org/10.1007/s10766-021-00721-2openalex-snapshot
A Profile-Based AI-Assisted Dynamic Scheduling Approach for Heterogeneous Architectures
inferred← citeshttps://doi.org/10.1007/s42514-020-00039-4openalex-snapshot
Parallel programming models for heterogeneous many-cores: a comprehensive survey
inferred← citeshttps://doi.org/10.1016/b978-0-323-90386-8.00122-4openalex-snapshot
A Survey on Automatic Source Code Transformation for Green Software Generation
inferred← citeshttps://doi.org/10.1016/j.asoc.2026.115066openalex-snapshot
Two-level automatic software optimization using cooperative co-evolutionary algorithms
inferred← citeshttps://doi.org/10.1016/j.iot.2025.101521openalex-snapshot
Automatic software tailoring for Green Internet of Things
inferred← citeshttps://doi.org/10.1016/j.scico.2018.01.004openalex-snapshot
Automatic parallelization of recursive functions with rewriting rules
inferred← citeshttps://doi.org/10.1109/access.2019.2923565openalex-snapshot
ZAKI+: A Machine Learning Based Process Mapping Tool for SpMV Computations on Distributed Memory Architectures
inferred← citeshttps://doi.org/10.1109/access.2019.2936620openalex-snapshot
Using Machine Learning to Optimize Web Interactions on Heterogeneous Mobile Systems
inferred← citeshttps://doi.org/10.1109/access.2022.3214971openalex-snapshot
Method for Profile-Guided Optimization of Android Applications Using Random Forest
inferred← citeshttps://doi.org/10.1109/ai4s56813.2022.00010openalex-snapshot
Pattern-based Autotuning of OpenMP Loops using Graph Neural Networks
inferred← citeshttps://doi.org/10.1109/cgo.2017.7863726openalex-snapshot
FinePar: Irregularity-aware fine-grained workload partitioning on integrated architectures
inferred← citeshttps://doi.org/10.1109/cgo.2017.7863731openalex-snapshot
Synthesizing benchmarks for predictive modeling
inferred← citeshttps://doi.org/10.1109/cgo.2017.7863744openalex-snapshot
Minimizing the cost of iterative compilation with active learning
inferred← citeshttps://doi.org/10.1109/gcat59970.2023.10353473openalex-snapshot
Investigating the superiority of Intel oneAPI IFX compiler on Intel CPUs using different optimization levels: A case study on a CFD system
inferred← citeshttps://doi.org/10.1109/hpcc/smartcity/dss.2018.00116openalex-snapshot
Adaptive Optimization of Sparse Matrix-Vector Multiplication on Emerging Many-Core Architectures
inferred← citeshttps://doi.org/10.1109/hpcc/smartcity/dss.2019.00101openalex-snapshot
Auto-Tuning MPI Collective Operations on Large-Scale Parallel Systems
inferred← citeshttps://doi.org/10.1109/icnas53565.2021.9628950openalex-snapshot
Deep Learning and Classical Machine Learning for code mapping in Heterogeneous Platforms
inferred← citeshttps://doi.org/10.1109/infocom.2017.8057087openalex-snapshot
Optimise web browsing on heterogeneous mobile platforms: A machine learning based approach
inferred← citeshttps://doi.org/10.1109/infocom41043.2020.9155489openalex-snapshot
Camel: Smart, Adaptive Energy Optimization for Mobile Web Interactions
inferred← citeshttps://doi.org/10.1109/ipdps.2016.60openalex-snapshot
Automatic Parallel Pattern Detection in the Algorithm Structure Design Space
inferred← citeshttps://doi.org/10.1109/ipdps.2017.102openalex-snapshot
Autotuning Stencil Computations with Structural Ordinal Regression Learning
inferred← citeshttps://doi.org/10.1109/ipdps.2018.00061openalex-snapshot
Auto-tuning Streamed Applications on Intel Xeon Phi
inferred← citeshttps://doi.org/10.1109/ipdps64566.2025.00054openalex-snapshot
Leveraging Compilation Statistics for Compiler Phase Ordering
inferred← citeshttps://doi.org/10.1109/ispa-bdcloud-socialcom-sustaincom57177.2022.00121openalex-snapshot
Profile-Guided Parallel Task Extraction and Execution for Domain Specific Heterogeneous SoC
inferred← citeshttps://doi.org/10.1109/ispdc.2015.19openalex-snapshot
XFOR: Filling the Gap between Automatic Loop Optimization and Peak Performance
inferred← citeshttps://doi.org/10.1109/jproc.2018.2817118openalex-snapshot
Machine Learning in Compiler Optimization
inferred← citeshttps://doi.org/10.1109/radioelek.2019.8733456openalex-snapshot
Low-level Code Auto-tuning for State-of-the-art Multicore Architectures
inferred← citeshttps://doi.org/10.1109/tpds.2020.2978045openalex-snapshot
Optimizing Streaming Parallelism on Heterogeneous Many-Core Architectures
inferred← citeshttps://doi.org/10.1145/2677036openalex-snapshot
Automatic and Portable Mapping of Data Parallel Programs to OpenCL for GPU-Based Heterogeneous Systems
inferred← citeshttps://doi.org/10.1145/2688905openalex-snapshot
Using Template Matching to Infer Parallel Design Patterns
inferred← citeshttps://doi.org/10.1145/2737924.2737974openalex-snapshot
Helium: lifting high-performance stencil kernels from stripped x86 binaries to halide DSL code
inferred← citeshttps://doi.org/10.1145/2813885.2737974openalex-snapshot
Helium: lifting high-performance stencil kernels from stripped x86 binaries to halide DSL code
inferred← citeshttps://doi.org/10.1145/3078633.3081040openalex-snapshot
Adaptive optimization for OpenCL programs on embedded heterogeneous systems
inferred← citeshttps://doi.org/10.1145/3135974.3135984openalex-snapshot
Improving spark application throughput via memory aware task co-location
inferred← citeshttps://doi.org/10.1145/3140582.3081040openalex-snapshot
Adaptive optimization for OpenCL programs on embedded heterogeneous systems
inferred← citeshttps://doi.org/10.1145/3211332.3211336openalex-snapshot
Adaptive deep learning model selection on embedded systems
inferred← citeshttps://doi.org/10.1145/3293883.3295737openalex-snapshot
Data-flow/dependence profiling for structured transformations
inferred← citeshttps://doi.org/10.1145/3299710.3211336openalex-snapshot
Adaptive deep learning model selection on embedded systems
inferred← citeshttps://doi.org/10.1145/3330345.3330375openalex-snapshot
Automatic construct selection and variable classification in OpenMP
inferred← citeshttps://doi.org/10.1145/3363785openalex-snapshot
Building a Polyhedral Representation from an Instrumented Execution
inferred← citeshttps://doi.org/10.1145/3371154openalex-snapshot
Optimizing Deep Learning Inference on Embedded Systems Through Adaptive Model Selection
inferred← citeshttps://doi.org/10.1145/3453483.3454079openalex-snapshot
Reverse engineering for reduction parallelization via semiring polynomials
inferred← citeshttps://doi.org/10.1145/3494958openalex-snapshot
Adaptive Computation Offloading for Mobile Augmented Reality
inferred← citeshttps://doi.org/10.1145/3579990.3580011openalex-snapshot
Program State Element Characterization
inferred← citeshttps://doi.org/10.1145/3704635openalex-snapshot
Coarse-Grained Task Parallelization by Dynamic Profiling for Heterogeneous SoC-Based Embedded System
inferred← citeshttps://doi.org/10.1145/3727638openalex-snapshot
Supporting Dynamic Program Sizes in Deep Learning-Based Cost Models for Code Optimization
inferred← citeshttps://doi.org/10.14257/ijgdc.2016.9.11.12openalex-snapshot
A Survey of Loop Parallelization: Models, Approaches, and Recent Developments
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Source Code Classification for Energy Efficiency in Parallel Ultra Low-Power Microcontrollers
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Coarse-Grained Automatic Parallelization Approach for Branch Nested Loop
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Improving Spark Application Throughput Via Memory Aware Task Co-location: A Mixture of Experts Approach
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Energy-aware Web Browsing on Heterogeneous Mobile Platforms
inferred← citeshttps://doi.org/10.48550/arxiv.1802.02760openalex-snapshot
Tuning Streamed Applications on Intel Xeon Phi: A Machine Learning Based Approach
inferred← citeshttps://doi.org/10.48550/arxiv.1805.03441openalex-snapshot
Machine Learning in Compiler Optimisation
inferred← citeshttps://doi.org/10.48550/arxiv.1805.04252openalex-snapshot
Adaptive Selection of Deep Learning Models on Embedded Systems
inferred← citeshttps://doi.org/10.48550/arxiv.1805.11938openalex-snapshot
Optimizing Sparse Matrix-Vector Multiplication on Emerging Many-Core Architectures
inferred← citeshttps://doi.org/10.48550/arxiv.1906.08689openalex-snapshot
Using Machine Learning to Optimize Web Interactions on Heterogeneous Mobile Multi-cores
inferred← citeshttps://doi.org/10.48550/arxiv.2005.00749openalex-snapshot
Smart, Adaptive Energy Optimization for Mobile Web Interactions
inferred← citeshttps://doi.org/10.48550/arxiv.2012.04105openalex-snapshot
The Tribes of Machine Learning and the Realm of Computer Architecture
inferred← citeshttps://doi.org/10.5555/3049832.3049836openalex-snapshot
FinePar: irregularity-aware fine-grained workload partitioning on integrated architectures
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Minimizing the cost of iterative compilation with active learning
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