Parallel programming in OpenMP

Authors:
Robit Chandra;Leonardo Dagum;Dave Kohr;Dror Maydan;Jeff McDonald;Ramesh Menon
Affiliations:
NARUS;Silicon Graphics;NARUS;Tensilica;Solid FX;NARUS
Venue:
Parallel programming in OpenMP
Year:
2001

Citing 0
Cited 161

Bringing together automatic differentiation and OpenMP

ICS '01 Proceedings of the 15th international conference on Supercomputing
Parallel programming with message passing and directives

Computing in Science and Engineering
Teaching Parallel Programming Using Both High-Level and Low-Level Languages

ICCS '02 Proceedings of the International Conference on Computational Science-Part III
Event Manipulation for Nondeterministic Shared-Memory Programs

HPCN Europe 2001 Proceedings of the 9th International Conference on High-Performance Computing and Networking
Is OpenMP for Grids?

IPDPS '02 Proceedings of the 16th International Parallel and Distributed Processing Symposium
A Prototypical Self-Optimizing Package for Parallel Implementation of Fast Signal Transforms

IPDPS '02 Proceedings of the 16th International Parallel and Distributed Processing Symposium
An Asymmetric Real-Time Scheduling for Linux

IPDPS '02 Proceedings of the 16th International Parallel and Distributed Processing Symposium
FEM Computations on Clusters Using Different Models of Parallel Programming

PPAM '01 Proceedings of the th International Conference on Parallel Processing and Applied Mathematics-Revised Papers
Debugging OpenMP Programs Using Event Manipulation

WOMPAT '01 Proceedings of the International Workshop on OpenMP Applications and Tools: OpenMP Shared Memory Parallel Programming
An empirical performance evaluation of scalable scientific applications

Proceedings of the 2002 ACM/IEEE conference on Supercomputing
ViSTA FlowLib - framework for interactive visualization and exploration of unsteady flows in virtual environments

EGVE '03 Proceedings of the workshop on Virtual environments 2003
References

Sourcebook of parallel computing
High performance air pollution modeling for a power plant environment

Parallel Computing - Special issue: Parallel and distributed scientific and engineering computing
A class of OpenMP applications involving nested parallelism

Proceedings of the 2004 ACM symposium on Applied computing
High performance air pollution simulation on shared memory systems

High performance scientific and engineering computing
Using AspectJ to separate concerns in parallel scientific Java code

Proceedings of the 3rd international conference on Aspect-oriented software development
High Performance Air Pollution Simulation Using OpenMP

The Journal of Supercomputing
Distributed parallel computing using navigational programming

International Journal of Parallel Programming
A portable parallel implementation of a boundary element elastostatic code for shared and distributed memory systems

Advances in Engineering Software
Distributed Shared Arrays: An Integration of Message Passing and Multithreading on SMP Clusters

The Journal of Supercomputing
Adding parallelism to visual data flow programs

SoftVis '05 Proceedings of the 2005 ACM symposium on Software visualization
Toward an automatic parallelization of sparse matrix computations

Journal of Parallel and Distributed Computing
Adaptive execution techniques for SMT multiprocessor architectures

Proceedings of the tenth ACM SIGPLAN symposium on Principles and practice of parallel programming
Parallel functional programming in Eden

Journal of Functional Programming
A data distributed parallel algorithm for nonrigid image registration

Parallel Computing
A Simple MPI Process Swapping Architecture for Iterative Applications

International Journal of High Performance Computing Applications
Parallelization of an object-oriented FEM dynamics code: influence of the strategies on the speedup

Advances in Engineering Software
A case study in top-down performance estimation for a large-scale parallel application

Proceedings of the eleventh ACM SIGPLAN symposium on Principles and practice of parallel programming
High performance JPEG 2000 and MPEG-4 VTC on SMPs using OpenMP

Parallel Computing - OpenMp
Nested OpenMP for efficient computation of 3D critical points in multi-block CFD datasets

Proceedings of the 2006 ACM/IEEE conference on Supercomputing
FFT program generation for shared memory: SMP and multicore

Proceedings of the 2006 ACM/IEEE conference on Supercomputing
Platform impact on performance of parallel genetic algorithms: Design and implementation considerations

Engineering Applications of Artificial Intelligence
A distributed dynamic aspect machine for scientific software development

Proceedings of the 1st workshop on Virtual machines and intermediate languages for emerging modularization mechanisms
pPOP: Fast yet accurate parallel hierarchical clustering using partitioning

Data & Knowledge Engineering
Overlapping communication and computation with OpenMP and MPI

Scientific Programming
Quantitative performance analysis of the SPEC OMPM2001 benchmarks

Scientific Programming - OpenMP
Core fusion: accommodating software diversity in chip multiprocessors

Proceedings of the 34th annual international symposium on Computer architecture
Parallel protein secondary structure prediction schemes using Pthread and OpenMP over hyper-threading technology

The Journal of Supercomputing
Performance portability on EARTH: a case study across several parallel architectures

Cluster Computing
Implementation of a primal—dual method for SDP on a shared memory parallel architecture

Computational Optimization and Applications
Designer-controlled generation of parallel and flexible heterogeneous MPSoC specification

Proceedings of the 44th annual Design Automation Conference
Parallel Programmability and the Chapel Language

International Journal of High Performance Computing Applications
De Novo Ultrascale Atomistic Simulations On High-End Parallel Supercomputers

International Journal of High Performance Computing Applications
Programming with tiles

Proceedings of the 13th ACM SIGPLAN Symposium on Principles and practice of parallel programming
Parallelisation of a distributed hydrologic model

International Journal of Computer Applications in Technology
A cluster-based solution for high performance hmmpfam using EARTH execution model

International Journal of High Performance Computing and Networking
Larrabee: a many-core x86 architecture for visual computing

ACM SIGGRAPH 2008 papers
Design and implementation of a massively parallel version of DIRECT

Computational Optimization and Applications
Integrating job parallelism in real-time scheduling theory

Information Processing Letters
BigBatch: a document processing platform for clusters and grids

Proceedings of the 2008 ACM symposium on Applied computing
Software engineering for multicore systems: an experience report

Proceedings of the 1st international workshop on Multicore software engineering
A parallel algorithm based on a variant of the Kalman filter for solving the RLS problem

ISCGAV'04 Proceedings of the 4th WSEAS International Conference on Signal Processing, Computational Geometry & Artificial Vision
A smooth transition from serial to parallel processing in the industrial petroleum system modeling package PetroMod

Computers & Geosciences
Overcoming performance bottlenecks in using OpenMP on SMP clusters

Parallel Computing
CMP Cache Architecture and the OpenMP Performance

IWOMP '07 Proceedings of the 3rd international workshop on OpenMP: A Practical Programming Model for the Multi-Core Era
An Investigation on Testing of Parallelized Code with OpenMP

IWOMP '07 Proceedings of the 3rd international workshop on OpenMP: A Practical Programming Model for the Multi-Core Era
A New Memory Allocation Model for Parallel Search Space Data Structures with OpenMP

IWOMP '07 Proceedings of the 3rd international workshop on OpenMP: A Practical Programming Model for the Multi-Core Era
Design Issues in Parallel Array Languages for Shared Memory

SAMOS '08 Proceedings of the 8th international workshop on Embedded Computer Systems: Architectures, Modeling, and Simulation
OpenMP-based parallelization on an MPCore multiprocessor platform - A performance and power analysis

Journal of Systems Architecture: the EUROMICRO Journal
Performance advantage of reconfigurable cache design on multicore processor systems

International Journal of Parallel Programming
Parallel and distributed local search in COMET

Computers and Operations Research
Parallelization of Sphere-Decoding Methods

High Performance Computing for Computational Science - VECPAR 2008
Adding the easy button to the cloud with SnowFlock and MPI

Proceedings of the 3rd ACM Workshop on System-level Virtualization for High Performance Computing
Semi-automatic parallelization of direct and inverse problems for geothermal simulation

Proceedings of the 2009 ACM symposium on Applied Computing
Push-assisted migration of real-time tasks in multi-core processors

Proceedings of the 2009 ACM SIGPLAN/SIGBED conference on Languages, compilers, and tools for embedded systems
High-scalability parallelization of a molecular modeling application: performance and productivity comparison between OpenMP and MPI implementations

International Journal of Parallel Programming
A case study on compiler optimizations for the Intel® Core™ 2 duo processor

International Journal of Parallel Programming
Transparent Parallelization of Constraint Programming

INFORMS Journal on Computing
Towards a hybrid parallelization of lattice Boltzmann methods

Computers & Mathematics with Applications
MATLAB®: a language for parallel computing

International Journal of Parallel Programming
Snow: a parallel computing framework for the R system

International Journal of Parallel Programming
Extending the collaborative online visualization and steering framework for computational Grids with attribute-based authorization

GRID '08 Proceedings of the 2008 9th IEEE/ACM International Conference on Grid Computing
High-Performance Tsunami Wave Propagation Modeling

PaCT '09 Proceedings of the 10th International Conference on Parallel Computing Technologies
Design and Tool Flow of Multimedia MPSoC Platforms

Journal of Signal Processing Systems
Performance implications of synchronization structure in parallel programming

Parallel Computing
Searching for Concurrent Design Patterns in Video Games

Euro-Par '09 Proceedings of the 15th International Euro-Par Conference on Parallel Processing
Teaching parallel computing: new possibilities

Journal of Computing Sciences in Colleges
Exposing non-standard architectures to embedded software using compile-time virtualisation

CASES '09 Proceedings of the 2009 international conference on Compilers, architecture, and synthesis for embedded systems
Parallelization of an object-oriented FEM dynamics code: influence of the strategies on the Speedup

Advances in Engineering Software
The numerical risks of reduction operations in OpenMP

PDCS '07 Proceedings of the 19th IASTED International Conference on Parallel and Distributed Computing and Systems
Research advances by using interoperable e-science infrastructures

Cluster Computing
OnRamp: enabling a new component-based development paradigm

Proceedings of the 2009 Workshop on Component-Based High Performance Computing
An automatized methodology design for real-time signal processing applications in multiple multi-core platforms

ICME'09 Proceedings of the 2009 IEEE international conference on Multimedia and Expo
An approach for non-intrusively adding malleable fork/join parallelism into ordinary JavaBean compliant applications

Computer Languages, Systems and Structures
Simulation of chemical reaction fronts in anaerobic digestion of solid waste

ICCSA'03 Proceedings of the 2003 international conference on Computational science and its applications: PartI
Expression and loop libraries for high-performance code synthesis

LCPC'06 Proceedings of the 19th international conference on Languages and compilers for parallel computing
OpenMP in the field: anecdotes from practice

ICCS'03 Proceedings of the 2003 international conference on Computational science
Efficient parallel algorithm for constructing a unit triangular matrix with prescribed singular values

VECPAR'06 Proceedings of the 7th international conference on High performance computing for computational science
A practical OpenMP compiler for system on chips

WOMPAT'03 Proceedings of the OpenMP applications and tools 2003 international conference on OpenMP shared memory parallel programming
Motion and positional error correction for cone beam 3D-reconstruction with mobile C-arms

MICCAI'07 Proceedings of the 10th international conference on Medical image computing and computer-assisted intervention - Volume Part I
High-level multi-threading programming in logtalk

PADL'08 Proceedings of the 10th international conference on Practical aspects of declarative languages
Evaluating linear recursive filters using novel data formats for dense matrices

PPAM'07 Proceedings of the 7th international conference on Parallel processing and applied mathematics
A container-iterator parallel programming model

PPAM'07 Proceedings of the 7th international conference on Parallel processing and applied mathematics
Boundary-element parallel-computing algorithm for the microstructural analysis of general composites

Computers and Structures
Composing parallel software efficiently with lithe

PLDI '10 Proceedings of the 2010 ACM SIGPLAN conference on Programming language design and implementation
HparC: a mixed nested shared memory and message passing programming style intended for grid

Proceedings of the 3rd Annual Haifa Experimental Systems Conference
A framework for automatic parallelization, static and dynamic memory optimization in MPSoC platforms

Proceedings of the 47th Design Automation Conference
Towards programming on the moving threads architecture

Proceedings of the 11th International Conference on Computer Systems and Technologies and Workshop for PhD Students in Computing on International Conference on Computer Systems and Technologies
Lithe: enabling efficient composition of parallel libraries

HotPar'09 Proceedings of the First USENIX conference on Hot topics in parallelism
Exploring parallelizations of applications for MPSoC platforms using MPA

Proceedings of the Conference on Design, Automation and Test in Europe
A parallel non-square tiled algorithm for solving a kind of BVP for second-order ODEs

PPAM'09 Proceedings of the 8th international conference on Parallel processing and applied mathematics: Part I
Common mistakes in OpenMP and how to avoid them: a collection of best practices

IWOMP'05/IWOMP'06 Proceedings of the 2005 and 2006 international conference on OpenMP shared memory parallel programming
Performance and programmability comparison between OpenMP and MPI implementations of a molecular modeling application

IWOMP'05/IWOMP'06 Proceedings of the 2005 and 2006 international conference on OpenMP shared memory parallel programming
Algorithm engineering: bridging the gap between algorithm theory and practice

Algorithm engineering: bridging the gap between algorithm theory and practice
Introduction to computer graphics

ACM SIGGRAPH ASIA 2010 Courses
SnowFlock: Virtual Machine Cloning as a First-Class Cloud Primitive

ACM Transactions on Computer Systems (TOCS)
Targeting complex embedded architectures by combining the multicore communications API (mcapi) with compile-time virtualisation

Proceedings of the 2011 SIGPLAN/SIGBED conference on Languages, compilers and tools for embedded systems
Barriers in concurrent separation logic

ESOP'11/ETAPS'11 Proceedings of the 20th European conference on Programming languages and systems: part of the joint European conferences on theory and practice of software
Architectural support for multithreading on reconfigurable hardware

ARC'11 Proceedings of the 7th international conference on Reconfigurable computing: architectures, tools and applications
Parallel and distributed programming extensions for mainstream languages based on pi-calculus

Proceedings of the 30th annual ACM SIGACT-SIGOPS symposium on Principles of distributed computing
Parallel multivariate slice sampling

Statistics and Computing
Improving UPC productivity via integrated development tools

Proceedings of the Fourth Conference on Partitioned Global Address Space Programming Model
A framework for parallel computational physics algorithms on multi-core: SPH in parallel

Advances in Engineering Software
Parallel implementation of a computational model of the human immune system

Euro-Par 2010 Proceedings of the 2010 conference on Parallel processing
HistDoc v. 2.0: enhancing a platform to process historical documents

Proceedings of the 2011 Workshop on Historical Document Imaging and Processing
Enhancing the BYG gridification tool with state-of-the-art Grid scheduling mechanisms and explicit tuning support

Advances in Engineering Software
A Computationally Efficient, Consistent Bootstrap for Inference with Non-parametric DEA Estimators

Computational Economics
Neville elimination on multi- and many-core systems: OpenMP, MPI and CUDA

The Journal of Supercomputing
Delegated isolation

Proceedings of the 2011 ACM international conference on Object oriented programming systems languages and applications
Comparative analysis of OpenMP and MPI on multi-core architecture

Proceedings of the 44th Annual Simulation Symposium
Implicit high-order method for calculating rarefied gas flow in a planar microchannel

Journal of Computational Physics
Introduction to computer graphics

SIGGRAPH Asia 2011 Courses
Exploring thread and memory placement on NUMA architectures: solaris and linux, UltraSPARC/FirePlane and opteron/hypertransport

HiPC'06 Proceedings of the 13th international conference on High Performance Computing
Practical experiences on the gridification of financial applications

Proceedings of the fourth workshop on High performance computational finance
Accelerating incompressible flow computations with a Pthreads-CUDA implementation on small-footprint multi-GPU platforms

The Journal of Supercomputing
Distributed constraint-based local search

CP'06 Proceedings of the 12th international conference on Principles and Practice of Constraint Programming
A note on the numerical inversion of the laplace transform

PPAM'05 Proceedings of the 6th international conference on Parallel Processing and Applied Mathematics
Parallelisation of sequential programs by invasive composition and aspect weaving

APPT'05 Proceedings of the 6th international conference on Advanced Parallel Processing Technologies
Parallel boundary elements: a portable 3-D elastostatic implementation for shared memory systems

VECPAR'04 Proceedings of the 6th international conference on High Performance Computing for Computational Science
Experiments with auto-parallelizing SPEC2000FP benchmarks

LCPC'04 Proceedings of the 17th international conference on Languages and Compilers for High Performance Computing
Adaptively increasing performance and scalability of automatically parallelized programs

LCPC'02 Proceedings of the 15th international conference on Languages and Compilers for Parallel Computing
Structure and algorithm for implementing OpenMP workshares

WOMPAT'04 Proceedings of the 5th international conference on OpenMP Applications and Tools: shared Memory Parallel Programming with OpenMP
A task parallel algorithm for finding all-pairs shortest paths using the GPU

International Journal of High Performance Computing and Networking
Two-stage least squares and indirect least squares algorithms for simultaneous equations models

Journal of Computational and Applied Mathematics
Trends and challenges in operating systems---from parallel computing to cloud computing

Concurrency and Computation: Practice & Experience
A fair comparison of modern CPUs and GPUs running the genetic algorithm under the knapsack benchmark

EvoApplications'12 Proceedings of the 2012t European conference on Applications of Evolutionary Computation
Efficient and validated simulation of crowds for an evacuation assistant

Computer Animation and Virtual Worlds
Improving the scalability of parallel N-body applications with an event-driven constraint-based execution model

International Journal of High Performance Computing Applications
Can traditional programming bridge the Ninja performance gap for parallel computing applications?

Proceedings of the 39th Annual International Symposium on Computer Architecture
Parallelization of the discrete chaotic block encryption algorithm

PPAM'11 Proceedings of the 9th international conference on Parallel Processing and Applied Mathematics - Volume Part II
Tuple switching network-When slower may be better

Journal of Parallel and Distributed Computing
Survey of scheduling techniques for addressing shared resources in multicore processors

ACM Computing Surveys (CSUR)
MPI-hybrid parallelism for volume rendering on large, multi-core systems

EG PGV'10 Proceedings of the 10th Eurographics conference on Parallel Graphics and Visualization
Parallelism granules aggregation with the T-system

PaCT'07 Proceedings of the 9th international conference on Parallel Computing Technologies
Variable reassignment in the T++ parallel programming language

PaCT'07 Proceedings of the 9th international conference on Parallel Computing Technologies
Multithreading on reconfigurable hardware: An architectural approach

Microprocessors & Microsystems
Comparisons of air traffic control implementations on an associative processor with a MIMD and consequences for parallel computing

Journal of Parallel and Distributed Computing
Multiphase flow of immiscible fluids on unstructured moving meshes

EUROSCA'12 Proceedings of the 11th ACM SIGGRAPH / Eurographics conference on Computer Animation
Multiphase flow of immiscible fluids on unstructured moving meshes

Proceedings of the ACM SIGGRAPH/Eurographics Symposium on Computer Animation
A fully parallel, high precision, N-body code running on hybrid computing platforms

Journal of Computational Physics
Scheduling of hard real-time multi-phase multi-thread (MPMT) periodic tasks

Real-Time Systems
Extending a hierarchical tiling arrays library to support sparse data partitioning

The Journal of Supercomputing
Isolation for nested task parallelism

Proceedings of the 2013 ACM SIGPLAN international conference on Object oriented programming systems languages & applications
Forge: generating a high performance DSL implementation from a declarative specification

Proceedings of the 12th international conference on Generative programming: concepts & experiences
Exploiting hierarchy parallelism for molecular dynamics on a petascale heterogeneous system

Journal of Parallel and Distributed Computing
Parallelization of shallow water simulations on current multi-threaded systems

International Journal of High Performance Computing Applications
Accelerating moderately stiff chemical kinetics in reactive-flow simulations using GPUs

Journal of Computational Physics
Super linear speedup in a local parallel meshless solution of thermo-fluid problems

Computers and Structures
Supporting soft real-time parallel applications on multiprocessors

Journal of Systems Architecture: the EUROMICRO Journal
Recent progress and challenges in exploiting graphics processors in computational fluid dynamics

The Journal of Supercomputing
Trends and outlook for the massive-scale analytics stack

IBM Journal of Research and Development

Quantified Score

Hi-index	0.01

Visualization

Abstract

Aimed at the working researcher or scientific C/C++ or Fortran programmer, this text introduces the competent research programmer to a new vocabulary of idioms and techniques for parallelizing software using OpenMP.