Partitioning programs for parallel execution
ICS '88 Proceedings of the 2nd international conference on Supercomputing
Scheduling precedence graphs in systems with interprocessor communication times
SIAM Journal on Computing
Automatic determination of grain size for efficient parallel processing
Communications of the ACM - Special issue: multiprocessing
Scheduling with sufficient loosely coupled processors
Journal of Parallel and Distributed Computing
Towards an architecture-independent analysis of parallel algorithms
SIAM Journal on Computing
IEEE Transactions on Software Engineering
A fast static scheduling algorithm for DAGs on an unbounded number of processors
Proceedings of the 1991 ACM/IEEE conference on Supercomputing
PYRROS: static task scheduling and code generation for message passing multiprocessors
ICS '92 Proceedings of the 6th international conference on Supercomputing
Program partitioning for NUMA multiprocessor computer systems
Journal of Parallel and Distributed Computing - Special issue on performance of supercomputers
Partitioning and Scheduling Parallel Programs for Multiprocessors
Partitioning and Scheduling Parallel Programs for Multiprocessors
Grain Size Determination for Parallel Processing
IEEE Software
Hypertool: A Programming Aid for Message-Passing Systems
IEEE Transactions on Parallel and Distributed Systems
On the Granularity and Clustering of Directed Acyclic Task Graphs
IEEE Transactions on Parallel and Distributed Systems
Performance Modeling of Sparse Matrix Methods for Distributed Memory Architectures
CONPAR '92/ VAPP V Proceedings of the Second Joint International Conference on Vector and Parallel Processing: Parallel Processing
Scheduling optimization through iterative refinement
PACT '95 Proceedings of the IFIP WG10.3 working conference on Parallel architectures and compilation techniques
IEEE Transactions on Parallel and Distributed Systems
Run-time compilation for parallel sparse matrix computations
ICS '96 Proceedings of the 10th international conference on Supercomputing
Space and time efficient execution of parallel irregular computations
PPOPP '97 Proceedings of the sixth ACM SIGPLAN symposium on Principles and practice of parallel programming
On Parallelization of Static Scheduling Algorithms
IEEE Transactions on Software Engineering
Exploiting heterogeneous parallelism in the presence of communication delays
ICS '98 Proceedings of the 12th international conference on Supercomputing
Proceedings of the 6th international workshop on Hardware/software codesign
Scheduling Algorithms for Parallel Gaussian Elimination With Communication Costs
IEEE Transactions on Parallel and Distributed Systems
Analyzing Asynchronous Pipeline Schedules
International Journal of Parallel Programming
MICRO 31 Proceedings of the 31st annual ACM/IEEE international symposium on Microarchitecture
Space-time scheduling of instruction-level parallelism on a raw machine
Proceedings of the eighth international conference on Architectural support for programming languages and operating systems
Analysis of a Heuristic for Code Partitioning
The Journal of Supercomputing
Space/time-efficient scheduling and execution of parallel irregular computations
ACM Transactions on Programming Languages and Systems (TOPLAS)
IEEE Transactions on Parallel and Distributed Systems
Embedded system synthesis under memory constraints
CODES '99 Proceedings of the seventh international workshop on Hardware/software codesign
On Parallelizing the Multiprocessor Scheduling Problem
IEEE Transactions on Parallel and Distributed Systems
On Exploiting Task Duplication in Parallel Program Scheduling
IEEE Transactions on Parallel and Distributed Systems
On the complexity of list scheduling algorithms for distributed-memory systems
ICS '99 Proceedings of the 13th international conference on Supercomputing
Genetic Scheduling for Parallel Processor Systems: Comparative Studies and Performance Issues
IEEE Transactions on Parallel and Distributed Systems
Booking heterogeneous processor resources to reduce communication overhead
SAC '97 Proceedings of the 1997 ACM symposium on Applied computing
Task scheduling using a block dependency DAG for block-oriented sparse Cholesky factorization
SAC '00 Proceedings of the 2000 ACM symposium on Applied computing - Volume 2
Static scheduling algorithms for allocating directed task graphs to multiprocessors
ACM Computing Surveys (CSUR)
Task Allocation on a Network of Processors
IEEE Transactions on Computers
Efficient Local Search for DAG Scheduling
IEEE Transactions on Parallel and Distributed Systems
Performance-Effective and Low-Complexity Task Scheduling for Heterogeneous Computing
IEEE Transactions on Parallel and Distributed Systems
Low-Cost Task Scheduling for Distributed-Memory Machines
IEEE Transactions on Parallel and Distributed Systems
Fault-Tolerant Parallel Scheduling of Tasks on a Heterogeneous High-Performance Workstation Cluster
The Journal of Supercomputing
IEEE Parallel & Distributed Technology: Systems & Technology
CASCH: A Tool for Computer-Aided Scheduling
IEEE Concurrency
Heuristic Algorithms for Scheduling Iterative Task Computations on Distributed Memory Machines
IEEE Transactions on Parallel and Distributed Systems
A Framework for Reinforcement-Based Scheduling in Parallel Processor Systems
IEEE Transactions on Parallel and Distributed Systems
Duplication-Based Scheduling Algorithm for Interconnection-Constrained Distributed Memory Machines
HiPC '02 Proceedings of the 9th International Conference on High Performance Computing
TOPAS - Parallel Programming Environment for Distributed Computing
ICCS '02 Proceedings of the International Conference on Computational Science-Part I
Local Search for DAG Scheduling and Task Assignment
ICPP '97 Proceedings of the international Conference on Parallel Processing
Decisive Path Scheduling: A New List Scheduling Method
ICPP '97 Proceedings of the international Conference on Parallel Processing
Simultaneous Compression of Makespan and Number of Processors Using CRP
IPPS '96 Proceedings of the 10th International Parallel Processing Symposium
A Realistic Model and an Efficient Heuristic for Scheduling with Heterogeneous Processors
IPDPS '02 Proceedings of the 16th International Parallel and Distributed Processing Symposium
IPDPS '02 Proceedings of the 16th International Parallel and Distributed Processing Symposium
A New Clustering Algorithm for Large Communication Delays
IPDPS '02 Proceedings of the 16th International Parallel and Distributed Processing Symposium
Optimal Scheduling for UET-UCT Generalized n-Dimensional Grid Task Graphs
IPPS '97 Proceedings of the 11th International Symposium on Parallel Processing
Scheduling Task In-Trees on Distributed Memory Systems
IPDPS '01 Proceedings of the 15th International Parallel & Distributed Processing Symposium
On the Design of Clustering-based Scheduling Algorithms for Realistic Machine Models
IPDPS '01 Proceedings of the 15th International Parallel & Distributed Processing Symposium
A Runtime System for Dynamic DAG Programming
IPDPS '00 Proceedings of the 15 IPDPS 2000 Workshops on Parallel and Distributed Processing
Compiler-Controlled Parallelism-Independent Scheduling for Parallel and Distributed Systems
PARA '02 Proceedings of the 6th International Conference on Applied Parallel Computing Advanced Scientific Computing
Dynamic Task Scheduling with Precedence Constraints and Communication Delays
PaCT '999 Proceedings of the 5th International Conference on Parallel Computing Technologies
Optimal Task Scheduling of a Complete K-Ary Tree with Communication Delays
PPAM '01 Proceedings of the th International Conference on Parallel Processing and Applied Mathematics-Revised Papers
Preemptive Task Scheduling for Distributed Systems (Research Note)
Euro-Par '00 Proceedings from the 6th International Euro-Par Conference on Parallel Processing
On Minimising the Processor Requirements of LogP Schedules
Euro-Par '01 Proceedings of the 7th International Euro-Par Conference Manchester on Parallel Processing
Multiprocessor Clustering for Embedded Systems
Euro-Par '01 Proceedings of the 7th International Euro-Par Conference Manchester on Parallel Processing
An Automatic Scheduler for Parallel Machines (Research Note)
Euro-Par '02 Proceedings of the 8th International Euro-Par Conference on Parallel Processing
Dynamic Load Balancing for Ocean Circulation Model with Adaptive Meshing
Euro-Par '99 Proceedings of the 5th International Euro-Par Conference on Parallel Processing
Scheduling Arbitrary Task Graphs on LogP Machines
Euro-Par '99 Proceedings of the 5th International Euro-Par Conference on Parallel Processing
Min-Cut Methods for Mapping Dataflow Graphs
Euro-Par '99 Proceedings of the 5th International Euro-Par Conference on Parallel Processing
Scheduling Task Graphs on Arbitrary Processor Architectures Considering Contention
HPCN Europe 2001 Proceedings of the 9th International Conference on High-Performance Computing and Networking
Application Recovery in Parallel Programming Environment
Proceedings of the 9th European PVM/MPI Users' Group Meeting on Recent Advances in Parallel Virtual Machine and Message Passing Interface
Task scheduling on bus-based networks of workstations
Cluster computing
Scheduling UET grids with unit communication time delays into unbounded/fixed number of processors
Highly parallel computaions
Energy reduction techniques for multimedia applications with tolerance to deadline misses
Proceedings of the 40th annual Design Automation Conference
Region-based hierarchical operation partitioning for multicluster processors
PLDI '03 Proceedings of the ACM SIGPLAN 2003 conference on Programming language design and implementation
Critical path driven cosynthesis for heterogeneous target architectures
CODES '97 Proceedings of the 5th International Workshop on Hardware/Software Co-Design
Mapping heterogeneous task graphs onto heterogeneous system graphs
HCW '97 Proceedings of the 6th Heterogeneous Computing Workshop (HCW '97)
Task Scheduling Algorithms for Heterogeneous Processors
HCW '99 Proceedings of the Eighth Heterogeneous Computing Workshop
HCW '99 Proceedings of the Eighth Heterogeneous Computing Workshop
Scheduling From the Perspective of the Application
HPDC '96 Proceedings of the 5th IEEE International Symposium on High Performance Distributed Computing
Scalable scheduling for symmetric multiprocessors (SMP)
Journal of Parallel and Distributed Computing
Runtime Parallel Incremental Scheduling of DAGs
ICPP '00 Proceedings of the Proceedings of the 2000 International Conference on Parallel Processing
Benchmarking the Task Graph Scheduling Algorithms
IPPS '98 Proceedings of the 12th. International Parallel Processing Symposium on International Parallel Processing Symposium
IEEE Transactions on Parallel and Distributed Systems
A task duplication scheme for resolving deadlocks in clustered DAGs
Parallel Computing
On Task Scheduling Accuracy: Evaluation Methodology and Results
The Journal of Supercomputing
A Scheduling Algorithm to Optimize Real-World Applications
ICDCSW '04 Proceedings of the 24th International Conference on Distributed Computing Systems Workshops - W7: EC (ICDCSW'04) - Volume 7
Decentralizing execution of composite web services
OOPSLA '04 Proceedings of the 19th annual ACM SIGPLAN conference on Object-oriented programming, systems, languages, and applications
Compact DAG representation and its symbolic scheduling
Journal of Parallel and Distributed Computing
SPHINX: A Fault-Tolerant System for Scheduling in Dynamic Grid Environments
IPDPS '05 Proceedings of the 19th IEEE International Parallel and Distributed Processing Symposium (IPDPS'05) - Papers - Volume 01
SPHINX: A Fault-Tolerant System for Scheduling in Dynamic Grid Environments
IPDPS '05 Proceedings of the 19th IEEE International Parallel and Distributed Processing Symposium (IPDPS'05) - Papers - Volume 01
Dynamic Critical Path Scheduling Parallel Programs onto Multiprocessors
IPDPS '05 Proceedings of the 19th IEEE International Parallel and Distributed Processing Symposium (IPDPS'05) - Workshop 8 - Volume 09
Communication Contention in Task Scheduling
IEEE Transactions on Parallel and Distributed Systems
ACSW Frontiers '05 Proceedings of the 2005 Australasian workshop on Grid computing and e-research - Volume 44
Journal of Parallel and Distributed Computing
Scheduling workflow applications on processors with different capabilities
Future Generation Computer Systems - Collaborative and learning applications of grid technology
Efficient Techniques for Clustering and Scheduling onto Embedded Multiprocessors
IEEE Transactions on Parallel and Distributed Systems
Some Compartmentalized Secure Task Assignment Models for Distributed Systems
IEEE Transactions on Parallel and Distributed Systems
Automatic choice of scheduling heuristics for parallel/distributed computing
Scientific Programming
Probabilistic design of multimedia embedded systems
ACM Transactions on Embedded Computing Systems (TECS)
A comparison of multiprocessor task scheduling algorithms with communication costs
Computers and Operations Research
A New Task Graph Model for Mapping Message Passing Applications
IEEE Transactions on Parallel and Distributed Systems
Journal of Parallel and Distributed Computing
Scheduling real-time fork-join structures in cluster computing
International Journal of High Performance Computing and Networking
Foundations for the integration of scheduling techniques into compilers for parallel languages
International Journal of Computational Science and Engineering
CHINA HPC '07 Proceedings of the 2007 Asian technology information program's (ATIP's) 3rd workshop on High performance computing in China: solution approaches to impediments for high performance computing
Task scheduling algorithm using minimized duplications in homogeneous systems
Journal of Parallel and Distributed Computing
Optimizing task schedules using an artificial immune system approach
Proceedings of the 10th annual conference on Genetic and evolutionary computation
An Efficient Quantum-Behaved Particle Swarm Optimization for Multiprocessor Scheduling
ICCS '07 Proceedings of the 7th international conference on Computational Science, Part I: ICCS 2007
A hybrid multiprocessor task scheduling method based on immune genetic algorithm
Proceedings of the 5th International ICST Conference on Heterogeneous Networking for Quality, Reliability, Security and Robustness
Bicriteria Service Scheduling with Dynamic Instantiation for Workflow Execution on Grids
GPC '09 Proceedings of the 4th International Conference on Advances in Grid and Pervasive Computing
A performance study of grid workflow engines
GRID '08 Proceedings of the 2008 9th IEEE/ACM International Conference on Grid Computing
A New Genetic Algorithm for Scheduling for Large Communication Delays
Euro-Par '09 Proceedings of the 15th International Euro-Par Conference on Parallel Processing
PDCS '07 Proceedings of the 19th IASTED International Conference on Parallel and Distributed Computing and Systems
Scheduling workflow applications on processors with different capabilities
Future Generation Computer Systems - Collaborative and learning applications of grid technology
International Journal of Knowledge-based and Intelligent Engineering Systems
A bipartite genetic algorithm for multi-processor task scheduling
International Journal of Parallel Programming
PCI'01 Proceedings of the 8th Panhellenic conference on Informatics
Scheduling parallel tasks onto NUMA multiprocessors with inter-processor communication overhead
ISPA'03 Proceedings of the 2003 international conference on Parallel and distributed processing and applications
Posterior task scheduling algorithms for heterogeneous computing systems
VECPAR'06 Proceedings of the 7th international conference on High performance computing for computational science
Anahy: a programming environment for cluster computing
VECPAR'06 Proceedings of the 7th international conference on High performance computing for computational science
List heuristic scheduling algorithms for distributed memory systems with improved time complexity
ICDCN'08 Proceedings of the 9th international conference on Distributed computing and networking
Joint computing and network resource scheduling in a lambda grid network
ICC'09 Proceedings of the 2009 IEEE international conference on Communications
Adaptive service scheduling for workflow applications in Service-Oriented Grid
The Journal of Supercomputing
LATA: a latency and throughput-aware packet processing system
Proceedings of the 47th Design Automation Conference
A marketplace for cloud resources
EMSOFT '10 Proceedings of the tenth ACM international conference on Embedded software
The Iso-level scheduling heuristic for heterogeneous processors
EUROMICRO-PDP'02 Proceedings of the 10th Euromicro conference on Parallel, distributed and network-based processing
Parallel programming with data driven model
EURO-PDP'00 Proceedings of the 8th Euromicro conference on Parallel and distributed processing
Optimal scheduling for UET-UCT grids into fixed number of processors
EURO-PDP'00 Proceedings of the 8th Euromicro conference on Parallel and distributed processing
A scheduling approach for distributed resource architectures with scarce communication resources
International Journal of High Performance Systems Architecture
Scheduling with uncertainties on new computing platforms
Computational Optimization and Applications
Extremal optimization applied to task scheduling of distributed Java programs
EvoApplications'11 Proceedings of the 2011 international conference on Applications of evolutionary computation - Volume Part II
A hybrid heuristic-genetic algorithm for task scheduling in heterogeneous processor networks
Journal of Parallel and Distributed Computing
Energy-Aware Task Clustering Scheduling Algorithm for Heterogeneous Clusters
GREENCOM '11 Proceedings of the 2011 IEEE/ACM International Conference on Green Computing and Communications
Scheduling concurrent workflows in HPC cloud through exploiting schedule gaps
ICA3PP'11 Proceedings of the 11th international conference on Algorithms and architectures for parallel processing - Volume Part I
SPHINX: a scheduling middleware for data intensive applications on a grid
International Journal of Internet Protocol Technology
Critical-Task anticipation scheduling algorithm for heterogeneous and grid computing
ACSAC'06 Proceedings of the 11th Asia-Pacific conference on Advances in Computer Systems Architecture
Scheduling task graphs for execution in dynamic SMP clusters with bounded number of resources
PPAM'05 Proceedings of the 6th international conference on Parallel Processing and Applied Mathematics
Scheduling moldable tasks for dynamic SMP clusters in soc technology
PPAM'05 Proceedings of the 6th international conference on Parallel Processing and Applied Mathematics
Effective static task scheduling for realistic heterogeneous environment
IWDC'05 Proceedings of the 7th international conference on Distributed Computing
CPOC: effective static task scheduling for grid computing
HPCC'05 Proceedings of the First international conference on High Performance Computing and Communications
Task merging for better scheduling
HPCA'09 Proceedings of the Second international conference on High Performance Computing and Applications
Task scheduling algorithm for interconnection constrained network of heterogeneous processors
CIT'04 Proceedings of the 7th international conference on Intelligent Information Technology
A novel task scheduling algorithm for distributed heterogeneous computing systems
PARA'04 Proceedings of the 7th international conference on Applied Parallel Computing: state of the Art in Scientific Computing
Online scheduling of workflow applications in grid environment
GPC'10 Proceedings of the 5th international conference on Advances in Grid and Pervasive Computing
A hierarchical reliability-driven scheduling algorithm in grid systems
Journal of Parallel and Distributed Computing
A scheduling middleware for data intensive applications on a grid
KES'06 Proceedings of the 10th international conference on Knowledge-Based Intelligent Information and Engineering Systems - Volume Part III
Scheduling for heterogeneous Systems using constrained critical paths
Parallel Computing
WSCOM: Online Task Scheduling with Data Transfers
CCGRID '12 Proceedings of the 2012 12th IEEE/ACM International Symposium on Cluster, Cloud and Grid Computing (ccgrid 2012)
Task graph pre-scheduling, using Nash equilibrium in game theory
The Journal of Supercomputing
NewsCast: an adaptive video stream production and delivery system
CASCON '13 Proceedings of the 2013 Conference of the Center for Advanced Studies on Collaborative Research
A path priority-based task scheduling algorithm for heterogeneous distributed systems
International Journal of Communication Networks and Distributed Systems
Journal of Systems Architecture: the EUROMICRO Journal
| Hi-index | 0.02 |
We present a low-complexity heuristic, named the dominant sequence clusteringalgorithm (DSC), for scheduling parallel tasks on an unbounded number of completelyconnected processors. The performance of DSC is on average, comparable to, or evenbetter than, other higher-complexity algorithms. We assume no task duplication andnonzero communication overhead between processors. Finding the optimum solution forarbitrary directed acyclic task graphs (DAG's) is NP-complete. DSC finds optimalschedules for special classes of DAG's, such as fork, join, coarse-grain trees, and somefine-grain trees. It guarantees a performance within a factor of 2 of the optimum forgeneral coarse-grain DAG's. We compare DSC with three higher-complexity generalscheduling algorithms: the ETF by J.J. Hwang, Y.C. Chow, F.D. Anger, and C.Y. Lee(1989); V. Sarkar's (1989) clustering algorithm; and the MD by M.Y. Wu and D. Gajski(1990). We also give a sample of important practical applications where DSC has beenfound useful.