NDLI: Power-aware Programming with GPU Accelerators

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2015 IEEE International Parallel and Distributed Processing Symposium Workshop

2014 IEEE International Parallel & Distributed Processing Symposium Workshops

2013 IEEE International Symposium on Parallel & Distributed Processing, Workshops and Phd Forum

2012 IEEE 26th International Parallel and Distributed Processing Symposium Workshops & PhD Forum

Table of contents

Message from the IPDPS General Co-Chairs to the Workshops

Message from the Workshops Chair

Message from the PhD Forum Co-Chairs

HCW Introduction

Message from the HCW Steering Committee Chair

Message from the HCW General Chair

Message from the HCW Program Chair

HCW 2012 Keynote Talk: Analyzing massive data using heterogeneous computing

Experiences with the Sparse Matrix-Vector Multiplication on a Many-core Processor

Performance Benefits of Heterogeneous Computing in HPC Workloads

Thermal-Aware Performance Optimization in Power Constrained Heterogenous Data Centers

Experiences with Target-Platform Heterogeneity in Clouds, Grids, and On-Premises Resources

BLOR: Bandwidth and Latency Sensitive Overlay Routing for Flash Data Dissemination

Scheduling Batch and Heterogeneous Jobs with Runtime Elasticity in a Parallel Processing Environment

Task Scheduling in Large-scale Distributed Systems Utilizing Partial Reconfigurable Processing Elements

Mixed Data-Parallel Scheduling for Distributed Continuous Integration

A Monte-Carlo Approach for Full-Ahead Stochastic DAG Scheduling

A Block-Asynchronous Relaxation Method for Graphics Processing Units

Partitioning for Parallel Matrix-Matrix Multiplication with Heterogeneous Processors: The Optimal Solution

A Fast Parallel Implementation of Molecular Dynamics with the Morse Potential on a Heterogeneous Petascale Supercomputer

High-Performance Distributed Multi-Model / Multi-Kernel Simulations: A Case-Study in Jungle Computing

A Portable High-Productivity Approach to Program Heterogeneous Systems

dOpenCL: Towards a Uniform Programming Approach for Distributed Heterogeneous Multi-/Many-Core Systems

Scalable Communication-aware Task Mapping Algorithms for Interconnected Multicore Systems

A Combined Dual-stage Framework for Robust Scheduling of Scientific Applications in Heterogeneous Environments with Uncertain Availability

RAW Introduction

Designing Nonvolatile Reconfigurable Switch-based FPGA through Overall Circuit Performance Evaluation

A Power and Cluster-Aware Technology Mapping and Clustering Scheme for Dual-VT FPGAs

A Comparison of DAG and Mesh Topologies for Coarse-Grain Reconfigurable Array

Hardware-assisted Decentralized Resource Management for Networks on Chip with QoS

Self-Correction Trace Model: A Full-System Simulator for Optical Network-on-Chip

Real-Time Monitoring of Multicore SoCs through Specialized Hardware Agents on NoC Network Interfaces

High Speed -- Low Power Optical Configuration on an ORGA with a Phase-modulation Type Holographic Memory

Efficient Reconfiguration Algorithm for Three-dimensional VLSI Arrays

Algorithm for Communication Synchronization on Reconfigurable Processor Arrays with Faults

A Heterogeneous Cache Distribution with Reconfigurable Interconnect

Study of an Automated Precise SEU Fault Injection Technique

Detecting Data Hazards in Multi-Processor System-on-Chips on FPGA

Mapping Algorithm for Coarse-Grained Reconfigurable Multimedia Architectures

Reconfigurable Designs for Networking Silicon

Fair Access to External Memory for Chip-multiprocessor

Self-Adaptive Heterogeneous Cluster with Wireless Network

Managing Dynamic Reconfiguration for Fault-tolerance on a Manycore Architecture

Using Run-Time Reconfiguration to Implement Fault-Tolerant Coarse Grained Reconfigurable Architectures

On Supporting Efficient Partial Reconfiguration with Just-In-Time Compilation

An Enhanced Relocation Manager to Speedup Core Allocation in FPGA-based Reconfigurable Systems

Classification of Massively Parallel Computer Architectures

An Optimized Reconfigurable System for Computing the Phylogenetic Likelihood Function on DNA Data

FPGA-based Router Virtualization: A Power Perspective

A Reconfigurable High Performance ASIP Engine for Image Signal Processing

Area-Efficient FPGA Implementation of Quadruple Precision Floating Point Multiplier

FPGA Implementation of SRAM-based Ternary Content Addressable Memory

Improved Bioinformatics Processing Unit for Multiple Applications

RIVER: Reconfigurable Pre-Synthesized-Streaming Architecture for Signal Processing on FPGAs

Efficient On-line Hardware/Software Task Scheduling for Dynamic Run-time Reconfigurable Systems

Model-Driven Approach for Automatic Dynamic Partially Reconfigurable IP Customization

Embodied Computing: Self-adaptation in Bio-inspired Reconfigurable Architectures

On Dynamic Run-time Processor Pipeline Reconfiguration

Pareto Optimal Temporal Partition Methodology for Reconfigurable Architectures Based on Multi-objective Genetic Algorithm

Hardware Index to Permutation Converter

Mini-Robot's Performance Optimization via Online Reconfiguration and HW/SW Task Scheduling

SMPP: Generic SAT Solver over Reconfigurable Hardware Accelerator

A High-Performance FPGA-Based Implementation of the LZSS Compression Algorithm

DGECS: Description Generator for Evolved Circuits Synthesis

A Compiler Back-End for Reconfigurable, Mixed-ISA Processors with Clustered Register Files

Modeling for Synthesis with System#

FPM: A Flexible Programming Model for MPSoC on FPGA

HIPS Introduction

Improving High-Performance Sparse Libraries Using Compiler-Assisted Specialization: A PETSc Case Study

An Empirical Performance Study of Chapel Programming Language

Simulating the Spread of Infectious Disease over Large Realistic Social Networks Using Charm++

A New Method of MHP Analysis for Languages with Dynamic Barriers

Awareness of MPI Virtual Process Topologies on the Single-Chip Cloud Computer

Speedup for Multi-Level Parallel Computing

Conflict Avoidance Scheduling Using Grouping List for Transactional Memory

Compile-Time Detection of False Sharing via Loop Cost Modeling

Communication Library to Overlap Computation and Communication for OpenCL Application

HERCULES: A Pattern Driven Code Transformation System

NIDISC Introduction

When Distributed Hash Tables Meet Chemical Programming for Autonomic Computing

An Efficient Stochastic Local Search for Heterogeneous Computing Scheduling

Using Simulated Annealing to Find Lower Bounds of Localization with Noisy Measurements

The Necessity for Strong Reciprocators in Mobile Ad Hoc Networks

A Novel Approach for Regularized Signal Deconvolution Based on Hybrid Swarm Intelligence: Application to Neutron Radiography

Parallel Hybrid Metaheuristic for Multi-objective Biclustering in Microarray Data

Hybrid Differential Evolution Using Low-Discrepancy Sequences for Image Segmentation

Parallel Simulated Annealing for Fragment Based Sequence Alignment

Discovering Cellular Automata Rules for Binary Classification Problem with Use of Genetic Algorithm

Enhanced Parallel Cooperative Model for Trajectory Based Metaheuristics: A Scalability Analysis

HiCOMB Introduction

Investigating Memory Optimization of Hash-index for Next Generation Sequencing on Multi-core Architecture

Parallel Pair-HMM SNP Detection

Evaluation of GPU-based Seed Generation for Computational Genomics Using Burrows-Wheeler Transform

The Multi-Processor Scheduling Problem in Phylogenetics

Optimizing the Execution of Statistical Simulations for Human Evolution in Hyper-threaded Multicore Architectures

SlimCodeML: An Optimized Version of CodeML for the Branch-Site Model

Finding Common RNA Secondary Structures: A Case Study on the Dynamic Parallelization of a Data-driven Recurrence

The Development of Parallel Adaptive Sampling Algorithms for Analyzing Biological Networks

A Speculative HMMER Search Implementation on GPU

Probabilistic Brain Fiber Tractography on GPUs

Quantitative Trait Locus Analysis Using a Partitioned Linear Model on a GPU Cluster

2012 IEEE 26th International Parallel and Distributed Processing Symposium Workshops & PhD Forum [APDCM Introduction]

Dataflow-like Synchronization in a PGAS Programming Model

On the Feasibility of a Distributed Runtime for the Chemical Programming Model

Multi-core Portability Abstraction

An Extended PRAM-NUMA Model of Computation for TCF Programming

Simple Memory Machine Models for GPUs

Counting Problems on Graphs: GPU Storage and Parallel Computing Techniques

On Running Windowed Image Computations on a Pipeline

Very Large-Scale Integrated Processor

Optimal Number of Annuli for Maximizing the Lifetime of Sensor Networks

Distributed Algorithms for TDMA Link Scheduling in Sensor Networks

An Energy-Optimum and Communication-Time Efficient Protocol for Allocation, Scheduling and Routing in Wireless Networks

An Opportunistic MAC Protocol Based on Statistical Spectrum Analysis

A Self-stabilizing Algorithm for the Maximal 2-packing in a Cactus Graph

An Extension of Matthews' Bound to Multiplex Random Walks

Tight Approximation for Scheduling Parallel Jobs on Identical Clusters

On-line Batch Scheduling in Distributed Optical Networks

CASS Introduction

On the Portability and Performance of Message-Passing Programs on Embedded Multicore Platforms

Optimized Reduce for Mesh-Based NoC Multiprocessors

Estimating Application Hierarchical Bandwidth Requirements Using BSP Family Models

Design of Direct Communication Facility for Many-Core Based Accelerators

Achieving Global Fairness for On-Chip Network Using Group Allocation

Limited Multi-path Routing on Extended Generalized Fat-trees

HPPAC Introduction

Beyond DVFS: A First Look at Performance under a Hardware-Enforced Power Bound

A Power Provision and Capping Architecture for Large Scale Systems

Dynamic Thread Scheduling in Asymmetric Multicores to Maximize Performance-per-Watt

Energy-Efficient and Fault-Tolerant Unified Buffer and Bufferless Crossbar Architecture for NoCs

Optimizing Data Allocation and Memory Configuration for Non-Volatile Memory Based Hybrid SPM on Embedded CMPs

Modeling Power and Energy Usage of HPC Kernels

Power-Efficient Schemes via Workload Characterization on the Intel's Single-Chip Cloud Computer

The Green Index: A Metric for Evaluating System-Wide Energy Efficiency in HPC Systems

Energy Efficiency Analysis of GPUs

Tracing and Visualization of Energy-Related Metrics

HPGC Introduction

Improving Parallelisation of a Monte Carlo Radiotherapy Simulation Using MPI

A Simulation Study on Urban Water Threat Detection in Modern Cyberinfrastructures

AzureBench: Benchmarking the Storage Services of the Azure Cloud Platform

Analysis and Optimization of Data Import with Hadoop

Online Scheduling for Cloud Computing and Different Service Levels

Provisioning Policies for Elastic Computing Environments

Middleware Support for RDMA-based Data Transfer in Cloud Computing

Instant GridFTP

Using Static Code Analysis to Improve Performance of GridRPC Applications

Distributed Virtual Diskless Checkpointing: A Highly Fault Tolerant Scheme for Virtualized Clusters

Different Approaches to Distributed Compilation

SMTPS Introduction

Monitoring and Predicting Hardware Failures in HPC Clusters with FTB-IPMI

VM Performance Isolation to Support QoS in Cloud

Eucalyptus: Support for Effective Use of Persistent Memory

Designing Network Failover and Recovery in MPI for Multi-Rail InfiniBand Clusters

Scalla: Structured Cluster Architecture for Low Latency Access

STDN Introduction

Online Anomaly Detection Based on Web Usage Mining

A Secure and Hierarchical Architecture for P2PSIP Session Initiation

Hardware/Software Mechanisms for Protecting an IDS against Algorithmic Complexity Attacks

LDC: Detecting BGP Prefix Hijacking by Load Distribution Change

A Stream Reassembly Mechanism Based on DPI

A Practical Privacy-preserving Password Authentication Scheme for Cloud Computing

Defeating against Sybil-attacks in Peer-to-peer Networks

An Efficient Property-Based Attestation Scheme with Flexible Revocation Mechanisms

A 3N Approach to Network Control and Management

A New Task Allocation Algorithm Based on Dynamic Coalition in WSNs

Energy-balanced Sleep Scheduling Based on Particle Swarm Optimization in Wireless Sensor Network

Resiliency Controlling of Wireless Sensor Networks for the Protecting from Internal Attacks

Mining of Attack Models in IDS Alerts from Network Backbone by a Two-stage Clustering Method

Characterizing Enough Vantage Points for Pinpointing Routing Instability

EduPar Introduction

Engineering a New Curriculum: Experiences at Ohio University in Incorporating the IEEE-TCPP Curriculum Initiative During a Transition to Semesters

Experiences in Teaching a Specialty Multicore Computing Course

An Experience of Early Initiation to Parallelism in the Computing Engineering Degree at the University of Murcia, Spain

Teaching by Example: Using Analogies and Live Coding Demonstrations to Teach Parallel Computing Concepts to Undergraduate Students

Distributed Systems with Wireless Sensor Networks

The Spanish Parallel Programming Contests and its Use as an Educational Resource

Making Learning Parallel Processing Interesting

Simplifying Hands-On Teaching of Distributed Algorithms with SPLAY

Lessons Learned after the Introduction of Parallel and Distributed Computing Concepts into ECE Undergraduate Curricula at UTN-Bahía Blanca Argentina

Formal Methods for Surviving the Jungle of Heterogeneous Parallelism

Incorporating the NSF/TCPP Curriculum Recommendations in a Liberal Arts Setting

CSinParallel and Synergy for Rapid Incremental Addition of PDC Into CS Curricula

Courses in High-performance Computing for Scientists and Engineers

PDSEC Introduction

Towards the Scalability of Dynamic Loop Scheduling Techniques via Discrete Event Simulation

LDPLFS: Improving I/O Performance without Application Modification

Deploying Scalable and Secure Secret Sharing with GPU Many-Core Architecture

Parallelizing the Computation of Green Functions for Computational Electromagnetism Problems

Implementation and Evaluation of Triple Precision BLAS Subroutines on GPUs

Scalable Parallel Algorithms for Boundary Control of Thermally Convective Flows

Evaluating Polynomials in Several Variables and their Derivatives on a GPU Computing Processor

Deriving a Methodology for Code Deployment on Multi-Core Platforms via Iterative Manual Optimizations

Scientific Application Performance on HPC, Private and Public Cloud Resources: A Case Study Using Climate, Cardiac Model Codes and the NPB Benchmark Suite

An Effective Self-adaptive Load Balancing Algorithm for Peer-to-Peer Networks

A System for GIS Polygonal Overlay Computation on Linux Cluster - An Experience and Performance Report

Scheduling of Tasks in the Parareal Algorithm for Heterogeneous Cloud Platforms

Numerical Design of an Optimal Bypass for a Partially Blocked Artery

A Utility Based Power-Aware Autonomic Approach for Running Scientific Applications

Distributing Power Grid State Estimation on HPC Clusters - A System Architecture Prototype

A Parallel Resampling Algorithm for Particle Filtering on Shared-Memory Architectures

A Unified Study of Epidemic Routing Protocols and their Enhancements

DPDNS Introduction

Using Localization for Fault-tolerant Radio Coverage in Wireless Mesh Networks

Joint and Simultaneous K-sensing Detection in Deterministic and Random Sensor Networks

A Fault-aware Sensor Architecture for Cooperative Mobile Applications

Network Coding-Based On-Demand Multipath Routing in MANET

Automated Workload Characterization in Cloud-based Transactional Data Grids

A Usage Control Based Architecture for Cloud Environments

Analysis of Data Reliability Tradeoffs in Hybrid Distributed Storage Systems

Component Substitutability Behavior Consistency Verification Based on Architecture-driven Development

MTAAP Introduction

Resilience to Various Failures for Read-mostly In-memory Data Structures

Scheduling OR-parallelism in YapOr and ThOr on Multi-Core Machines

A Discussion in Favor of Dynamic Scheduling for Regular Applications in Many-core Architectures

An Approach to Parallelize Kruskal's Algorithm Using Helper Threads

Merge Path - Parallel Merging Made Simple

Scalable Multi-threaded Community Detection in Social Networks

An Early Evaluation of the Scalability of Graph Algorithms on the Intel MIC Architecture

PMU-guided Priority Adjustment to Guarantee Thread Performance on IBM POWER SMT Processor

Architecture Design Trade-offs among VLIW SIMD and Multi-core Schemes

LSPP Introduction

Dynamic Load Balancing for Unstructured Meshes on Space-Filling Curves

Mesh Interface Resolution and Ghost Exchange in a Parallel Mesh Representation

Automatic Refinement of Parallel Applications Structure Detection

Scalable and Efficient Associative Processor Solution to Guarantee Real-Time Requirements for Air Traffic Control Systems

Sparse Matrix-vector Multiplication on GPGPU Clusters: A New Storage Format and a Scalable Implementation

An On-Demand Fast Parallel Pseudo Random Number Generator with Applications

High Volume Throughput Computing: Identifying and Characterizing Throughput Oriented Workloads in Data Centers

SWAPP: A Framework for Performance Projections of HPC Applications Using Benchmarks

Reducing Migration-induced Cache Misses

PCO Introduction

Scalable Hybrid Implementation of Graph Coloring Using MPI and OpenMP

Two Edge Coloring Algorithms Using a Simple Matching Discovery Automata

A Parallel BP Algorithm for the Discretizable Distance Geometry Problem

GPU Implementation of the Branch and Bound Method for Knapsack Problems

Towards the Design of Systolic Genetic Search

A Parallel Simulated Annealing Approach for the Mapping of Large Process Networks

Parallel Local Search for the Costas Array Problem

Optimal Partitioning of a Multicore Server Processor

Reducing Cache Pollution of Threaded Prefetching by Controlling Prefetch Distance

A Class of an Almost-Optimal Size-Independent Parallel Prefix Circuits

2012 IEEE 26th International Parallel and Distributed Processing Symposium Workshops & PhD Forum [ASHES Introduction]

Modeling and Predicting Performance of High Performance Computing Applications on Hardware Accelerators

Efficient Intranode Communication in GPU-Accelerated Systems

Optimizing MPI Communication on Multi-GPU Systems Using CUDA Inter-Process Communication

Towards High-Level Programming of Multi-GPU Systems Using the SkelCL Library

Scaling Data-Intensive Applications on Heterogeneous Platforms with Accelerators

An Analysis of Multicore Specific Optimization in MPI Implementations

Implementing High-performance Intensity Model with Blur Effect on GPUs for Large-scale Star Image Simulation

Parallelizing the Hamiltonian Computation in DQMC Simulations: Checkerboard Method for Sparse Matrix Exponentials on Multicore and GPU

Parallel Multi-Temporal Remote Sensing Image Change Detection on GPU

ParLearning Introduction

Accelerating the Training of HTK on GPU with CUDA

Dynamic Linear Solver Selection for Transient Simulations Using Machine Learning on Distributed Systems

2D Partitioning Based Graph Search for the Graph500 Benchmark

OLAP Aggregation Based on Dimension-oriented Storage

A GPU-accelerated Approximate Algorithm for Incremental Learning of Gaussian Mixture Model

Task Parallel Implementation of Belief Propagation in Factor Graphs

PQH: A Multithreaded Parallel NN Search Index for Content-based Image Retrieval

Workshop on High Performance Data Intensive Computing - HPDIC

A Polyhedral Modeling Based Source-to-Source Code Optimization Framework for GPGPU

A Massively Parallel Approach for Nonlinear Interdependency Analysis of Multivariate Signals with GPGPU

Forecasting High Dimensional Volatility Using Conditional Restricted Boltzmann Machine on GPU

Task Scheduling for GPU Accelerated Hybrid OLAP Systems with Multi-core Support and Text-to-Integer Translation

A Large-Scale Graph Learning Framework of Technological Gatekeepers by MapReduce

MapReduce across Distributed Clusters for Data-intensive Applications

MTSD: A Task Scheduling Algorithm for MapReduce Base on Deadline Constraints

A Multi-source Message Passing Model to Improve the Parallelism Efficiency of Graph Mining on MapReduce

A Highly Efficient Consolidated Platform for Stream Computing and Hadoop

MapReduce Based Skyline Services Selection for QoS-aware Composition

Statistics-based Workload Modeling for MapReduce

A MapReduce-based Algorithm for Motif Search

Xtorus: An Extended Torus Topology for On-Chip Massive Data Communication

Network Resource Control for Data Intensive Applications in Heterogeneous Infrastructures

A Scheduling Strategy Supporting OpenMP Task on Heterogeneous Multicore

Towards Parallel Spatial Query Processing for Big Spatial Data

A Server-Level Adaptive Data Layout Strategy for Parallel File Systems

The Chunk-Locality Index: An Efficient Query Method for Climate Datasets

A Resource Auction Based Allocation Mechanism in the Cloud Computing Environment

A Fault-Tolerant Target-Tracking Strategy Based on Unreliable Sensing in Wireless Sensor Networks

One Double-Reduct Approach to Get Key Rules and the Experiment in Prison Computer Information Security

A Pareto Frontier for Optimizing Data Transfer and Job Execution in Grids

Placement Strategy of Virtual Machines Based on Workload Characteristics

Fine-grained Access Control and Revocation for Sharing Data on Clouds

Component Interface Testing in Virtual Experiment for Visualization of Material Property Data

Optimize Block-Level Cloud Storage System with Load-Balance Strategy

Online Scheduling with Migration Cost

DSDC: A Domain Scientific Data Cloud Based on Virtual Dataspaces

Non-Cooperative Gaming and Bidding Model Based Resource Allocation in Virtual Machine Environment

CloudFlow Introduction

A Framework for Nonrepudiatable and Scalable Cross-Enterprise Workflow Management Systems in the Cloud

Extending the Assurance Point (AP) Approach to Process Recovery for Use with Flow Groups

GreenPipe: A Hadoop Based Workflow System on Energy-efficient Clouds

Adaptive Data Refinement for Parallel Dynamic Programming Applications

Reliable Migration Module in Trusted Cloud Based on Security Level - Design and Implementation

Cloud Services Gateway: A Tool for Exposing Private Services to the Public Cloud with Fine-grained Control

Improving the QoS of Web Applications across Multiple Virtual Machines in Cloud Computing Environment

A QoS-Aware Service Selection Method for Cloud Service Composition

MapReduce Skyline Query Processing with a New Angular Partitioning Approach

JSSPP Workshop Introduction

Workshop on Large Scale Distributed Service-oriented Systems (LSDSS-2012)

Web Service Classification Based on Automatic Semantic Annotation and Ensemble Learning

An Effective Dynamic Web Service Selection Strategy with Global Optimal QoS Based on Particle Swarm Optimization Algorithm

A Novel Semantic Web Service Configuration Approach

A Business-driven Methodology for Service-Oriented Information System Development

A New Data Reduction Approach over the Stream Processor Architecture

A Preventing Fraud Trust Model in P2P Networks

Research on Context-aware Scheduling Algorithm Based on Correlation in Smart Home Environment

Cloud Program with a Pricing Strategy for Iaas in Cloud Computing

Business Process Oriented Platform-as-a-Service Framework for Process Instances Intensive Applications

Dependency-based Risk Evaluation for Robust Workflow Scheduling

A Petri-Net Based Context-Aware Workflow System for Smart Home

Research on the Pattern of Tourism E-commerce

PLC Introduction

Compiling C/C++ SIMD Extensions for Function and Loop Vectorizaion on Multicore-SIMD Processors

Automatic Offloading C++ Expression Templates to CUDA Enabled GPUs

Enabling Mixed OpenMP/MPI Programming on Hybrid CPU/GPU Computing Architecture

A Highly Efficient Implementation of I/O Functions on GPU

Performance Estimation of GPUs with Cache

Implementation of XcalableMP Device Acceleration Extention with OpenCL

Dynamic Scheduling for Work Agglomeration on Heterogeneous Clusters

Parallel Algorithms for Approximate String Matching with k Mismatches on CUDA

Performance Study of SIMD Programming Models on Intel Multicore Processors

Optimizing Data Warehousing Applications for GPUs Using Kernel Fusion/Fission

Power-aware Programming with GPU Accelerators

Parameterized Verification of GPU Kernel Programs

PhD Forum Introduction

Communication-Optimal Parallel N-body Solvers

Modeling and Analysis for Performance and Power

Fixed-Priority Multiprocessor Scheduling: Critical Instant, Response Time and Utilization Bound

Privacy Preserving Techniques for Location Based Services in Mobile Networks

Energy-aware Scheduling: Models and Complexity Results

Fault Tolerance in P2P-Grid Environments

A Fast Repair Code Based on Regular Graphs for Distributed Storage Systems

Inference of Huge Trees under Maximum Likelihood

Multithreaded Algorithms for Matching in Graphs with Application to Data Analysis in Flow Cytometry

Sequence Alignment on Massively Parallel Heterogeneous Systems

Subgraph Querying in Relational Networks: A MapReduce Approach

MapReduce Framework Optimization via Performance Modeling

Integrated Parallelization of Computations and Visualization for Large-scale Applications

Identity Based Schemes for Securing Mobile Ad Hoc Networks

QoS-Oriented Data Dissemination in VANETs

Coverage-aware Geocast Routing in Urban Vehicular Networks

Towards Modelling Parallelism and Energy Performance of Multicore Systems

Parallel Circuit Simulation on Multi/Many-core Systems

On the Correctness of Mixing Lazy and Eager Version Management in Transactions

Characterizing Load and Communication Imbalance in Large-Scale Parallel Applications

Autonomous and Energy-Aware Management of Large-Scale Cloud Infrastructures

Minimalistic Adaptive Resource Management for Multi-tier Applications Hosted on Clouds

Designing Flexible Resource Rental Models for Implementing HPC-as-a-Service in Cloud

Generalizing the Utility of GPUs in Large-Scale Heterogeneous Computing Systems

2011 IEEE International Symposium on Parallel and Distributed Processing Workshops and Phd Forum

2010 IEEE International Symposium on Parallel & Distributed Processing, Workshops and Phd Forum (IPDPSW)

Power-aware Programming with GPU Accelerators

Content Provider	IEEE Xplore Digital Library
Author	Changyou Zhang Kun Huang Xiang Cui Yifeng Chen
Copyright Year	2012
Abstract	On-chip parallelism with GPU accelerators is now ubiquitous and has received significant attention in the past few years. GPU is becoming an integral part of mainstream computing systems with highly parallel, multithreaded, many-core processors of great computational power and high memory bandwidth. Finding the best tradeoff between performance and power efficiency is more challenging than mere performance tuning. To find the principles of power-aware programming with GPU accelerators, we abstract a set of primitives from program statements. These power consumption values of primitives are helpful for power estimation during high-level program development.
Starting Page	2443
Ending Page	2449
File Size	394866
Page Count	7
File Format	PDF
ISBN	9781467309745
DOI	10.1109/IPDPSW.2012.301
Language	English
Publisher	Institute of Electrical and Electronics Engineers, Inc. (IEEE)
Publisher Date	2012-05-21
Publisher Place	China
Access Restriction	Subscribed
Rights Holder	Institute of Electrical and Electronics Engineers, Inc. (IEEE)
Subject Keyword	Power demand Power measurement Primitive Power-aware Memory management Bandwidth Programming Hardware GPU Graphics processing unit Message systems
Content Type	Text
Resource Type	Article

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