Theory of linear and integer programming
Theory of linear and integer programming
Optimal use of mixed task and data parallelism for pipelined computations
Journal of Parallel and Distributed Computing
Communications of the ACM - Supporting community and building social capital
Dynamic Programming and Optimal Control
Dynamic Programming and Optimal Control
A taxonomy and survey of grid resource management systems for distributed computing
Software—Practice & Experience
Performance-Effective and Low-Complexity Task Scheduling for Heterogeneous Computing
IEEE Transactions on Parallel and Distributed Systems
A Constraint-Based Method for Project Scheduling with Time Windows
Journal of Heuristics
IEEE Transactions on Parallel and Distributed Systems
A taxonomy of scheduling in general-purpose distributed computing systems
IEEE Transactions on Software Engineering
Distributed and Parallel Databases
CPR: Mixed Task and Data Parallel Scheduling for Distributed Systems
IPDPS '01 Proceedings of the 15th International Parallel & Distributed Processing Symposium
Towards Convergence in Job Schedulers for Parallel Supercomputers
IPPS '96 Proceedings of the Workshop on Job Scheduling Strategies for Parallel Processing
A computational economy for grid computing and its implementation in the Nimrod-G resource broker
Future Generation Computer Systems - Grid computing: Towards a new computing infrastructure
Heuristics for Scheduling Parameter Sweep Applications in Grid Environments
HCW '00 Proceedings of the 9th Heterogeneous Computing Workshop
Workflow management in GriPhyN
Grid resource management
A metaheuristic approach to scheduling workflow jobs on a Grid
Grid resource management
Market-Oriented Multiple Resource Scheduling in Grid Computing Environments
AINA '05 Proceedings of the 19th International Conference on Advanced Information Networking and Applications - Volume 1
A taxonomy of grid monitoring systems
Future Generation Computer Systems
JavaSymphony, a programming model for the Grid
Future Generation Computer Systems
Analyzing Market-Based Resource Allocation Strategies for the Computational Grid
International Journal of High Performance Computing Applications
The Anatomy of the Grid: Enabling Scalable Virtual Organizations
International Journal of High Performance Computing Applications
QoS Support for Time-Critical Grid Workflow Applications
E-SCIENCE '05 Proceedings of the First International Conference on e-Science and Grid Computing
Cost-Based Scheduling of Scientific Workflow Application on Utility Grids
E-SCIENCE '05 Proceedings of the First International Conference on e-Science and Grid Computing
SBAC-PAD '05 Proceedings of the 17th International Symposium on Computer Architecture on High Performance Computing
Workflow-based grid applications
Future Generation Computer Systems
A taxonomy of Data Grids for distributed data sharing, management, and processing
ACM Computing Surveys (CSUR)
Learning-Based Negotiation Strategies for Grid Scheduling
CCGRID '06 Proceedings of the Sixth IEEE International Symposium on Cluster Computing and the Grid
A novel approach to resource scheduling for parallel query processing on computational grids
Distributed and Parallel Databases
User tools and languages for graph-based Grid workflows: Research Articles
Concurrency and Computation: Practice & Experience - Workflow in Grid Systems
New grid scheduling and rescheduling methods in the GrADS project
International Journal of Parallel Programming - Special issue: The next generation software program
Critical Path and Area Based Scheduling of Parallel Task Graphs on Heterogeneous Platforms
ICPADS '06 Proceedings of the 12th International Conference on Parallel and Distributed Systems - Volume 1
A taxonomy of market-based resource management systems for utility-driven cluster computing
Software—Practice & Experience
Specification of grid workflow applications with AGWL: an Abstract Grid Workflow Language
CCGRID '05 Proceedings of the Fifth IEEE International Symposium on Cluster Computing and the Grid (CCGrid'05) - Volume 2 - Volume 02
Amadeus: A Holistic Service-oriented Environment for Grid Workflows
GCCW '06 Proceedings of the Fifth International Conference on Grid and Cooperative Computing Workshops
Applying Advance Reservation to Increase Predictability of Workflow Execution on the Grid
E-SCIENCE '06 Proceedings of the Second IEEE International Conference on e-Science and Grid Computing
Pegasus: A framework for mapping complex scientific workflows onto distributed systems
Scientific Programming
Performance metrics and ontologies for Grid workflows
Future Generation Computer Systems
Distributed data mining in grid computing environments
Future Generation Computer Systems - Special section: Data mining in grid computing environments
Adaptive time/space sharing with SCOJO
International Journal of High Performance Computing and Networking
Bi-criteria Scheduling of Scientific Workflows for the Grid
CCGRID '08 Proceedings of the 2008 Eighth IEEE International Symposium on Cluster Computing and the Grid
Scientific Programming - Scientific Workflows
Scheduling mixed-parallel applications with advance reservations
HPDC '08 Proceedings of the 17th international symposium on High performance distributed computing
Negotiation Model Supporting Co-Allocation for Grid Scheduling
GRID '06 Proceedings of the 7th IEEE/ACM International Conference on Grid Computing
Resource Allocation in Streaming Environments
GRID '06 Proceedings of the 7th IEEE/ACM International Conference on Grid Computing
Advance reservation policies for workflows
JSSPP'06 Proceedings of the 12th international conference on Job scheduling strategies for parallel processing
Chemomentum - UNICORE 6 based infrastructure for complex applications in science and technology
Euro-Par'07 Proceedings of the 2007 conference on Parallel processing
Negotiation strategies for grid scheduling
GPC'06 Proceedings of the First international conference on Advances in Grid and Pervasive Computing
IEEE Network: The Magazine of Global Internetworking
Utility Driven Adaptive Work?ow Execution
CCGRID '09 Proceedings of the 2009 9th IEEE/ACM International Symposium on Cluster Computing and the Grid
Engineering of Services and Business Models for Grid Applications
GECON '09 Proceedings of the 6th International Workshop on Grid Economics and Business Models
Future Generation Computer Systems
A fuzzy rule-based meta-scheduler with evolutionary learning for grid computing
Engineering Applications of Artificial Intelligence
Partitioning composite web services for decentralized execution using a genetic algorithm
Future Generation Computer Systems
Online scheduling of workflow applications in grid environments
Future Generation Computer Systems
Processing moldable tasks on the grid: Late job binding with lightweight user-level overlay
Future Generation Computer Systems
A stochastic scheduling algorithm for precedence constrained tasks on Grid
Future Generation Computer Systems
Workload balancing and throughput optimization for heterogeneous systems subject to failures
Euro-Par'11 Proceedings of the 17th international conference on Parallel processing - Volume Part I
Design of a service oriented architecture for efficient resource allocation in media environments
Future Generation Computer Systems
GRID '11 Proceedings of the 2011 IEEE/ACM 12th International Conference on Grid Computing
A hierarchical reliability-driven scheduling algorithm in grid systems
Journal of Parallel and Distributed Computing
Flexible service selection with user-specific QoS support in service-oriented architecture
Journal of Network and Computer Applications
High level QoS-driven model for Grid applications in a simulated environment
Future Generation Computer Systems
An Adaptive Scoring Job Scheduling algorithm for grid computing
Information Sciences: an International Journal
A Multi-objective Approach for Workflow Scheduling in Heterogeneous Environments
CCGRID '12 Proceedings of the 2012 12th IEEE/ACM International Symposium on Cluster, Cloud and Grid Computing (ccgrid 2012)
A bi-criteria scheduling process with CoS support on grids and clouds
Concurrency and Computation: Practice & Experience
Deadline-constrained workflow scheduling algorithms for Infrastructure as a Service Clouds
Future Generation Computer Systems
Cost- and deadline-constrained provisioning for scientific workflow ensembles in IaaS clouds
SC '12 Proceedings of the International Conference on High Performance Computing, Networking, Storage and Analysis
Characterizing and profiling scientific workflows
Future Generation Computer Systems
Meta-schedulers for grid computing based on multi-objective swarm algorithms
Applied Soft Computing
Scheduling linear chain streaming applications on heterogeneous systems with failures
Future Generation Computer Systems
An approximate ϵ-constraint method for a multi-objective job scheduling in the cloud
Future Generation Computer Systems
Multi-objective list scheduling of workflow applications in distributed computing infrastructures
Journal of Parallel and Distributed Computing
Multiagent and Grid Systems - Agent Based Computing: From Model to Implementation
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Workflow scheduling on the Grid becomes more challenging when multiple scheduling criteria are considered. Existing studies provide different approaches to the multi-criteria Grid workflow scheduling problem, and address different variants of the problem. A profound understanding of the problem's nature can be an important step towards more generic scheduling approaches. Based on the related work and on our own experience, we propose several novel taxonomies of the problem, considering five facets: workflow model, scheduling criteria, scheduling process, resource model, and task model. We make a survey of the existing related work, and classify it according to the proposed taxonomies, identifying the most common use cases and the areas that have not been sufficiently explored yet.