Toward a doctrine of containment: grid hosting with adaptive resource control
Proceedings of the 2006 ACM/IEEE conference on Supercomputing
Proceedings of the 2006 ACM/IEEE conference on Supercomputing
A set of schedulers for grid networks
Proceedings of the 2007 ACM symposium on Applied computing
Data driven workflow planning in cluster management systems
Proceedings of the 16th international symposium on High performance distributed computing
On the black art of designing computational workflows
Proceedings of the 2nd workshop on Workflows in support of large-scale science
Journal of Parallel and Distributed Computing
Load distribution of analytical query workloads for database cluster architectures
EDBT '08 Proceedings of the 11th international conference on Extending database technology: Advances in database technology
XCraft: boosting the performance of active XML materialization
EDBT '08 Proceedings of the 11th international conference on Extending database technology: Advances in database technology
Error recovery mechanism for grid-based workflow within SLA context
International Journal of High Performance Computing and Networking
Scheduling grid tasks under uncertain demands
Proceedings of the 2008 ACM symposium on Applied computing
Self-adjustment of resource allocation for grid applications
Computer Networks: The International Journal of Computer and Telecommunications Networking
A data placement service for petascale applications
PDSW '07 Proceedings of the 2nd international workshop on Petascale data storage: held in conjunction with Supercomputing '07
A three tier architecture applied to LiDAR processing and monitoring
Scientific Programming - Scientific Workflows
Scientific Programming - Scientific Workflows
Future Generation Computer Systems
Specification and runtime workflow support in the ASKALON Grid environment
Scientific Programming - Dynamic Computational Workflows: Discovery, Optimization and Scheduling
Optimizing workflow data footprint
Scientific Programming - Dynamic Computational Workflows: Discovery, Optimization and Scheduling
Performability modeling for scheduling and fault tolerance strategies for scientific workflows
HPDC '08 Proceedings of the 17th international symposium on High performance distributed computing
Flexible and Efficient Workflow Deployment of Data-Intensive Applications On Grids With MOTEUR
International Journal of High Performance Computing Applications
CGA: Chaotic Genetic Algorithm for Fuzzy Job Scheduling in Grid Environment
Computational Intelligence and Security
Resource Allocation vs. Business Process Improvement: How They Impact on Each Other
BPM '08 Proceedings of the 6th International Conference on Business Process Management
A balanced scheduler for grid computing
SMO'08 Proceedings of the 8th conference on Simulation, modelling and optimization
Data placement for scientific applications in distributed environments
GRID '07 Proceedings of the 8th IEEE/ACM International Conference on Grid Computing
Multi-objective planning for workflow execution on Grids
GRID '07 Proceedings of the 8th IEEE/ACM International Conference on Grid Computing
Run-time Optimisation of Grid Workflow Applications
GRID '06 Proceedings of the 7th IEEE/ACM International Conference on Grid Computing
Robust scheduler for grid networks
Proceedings of the 2009 ACM symposium on Applied Computing
A dynamic-balanced scheduler for genetic algorithms for grid computing
WSEAS Transactions on Computers
Deadline division-based heuristic for cost optimization in workflow scheduling
Information Sciences: an International Journal
An innovative perspective on mapping in grids
BADS '09 Proceedings of the 2009 workshop on Bio-inspired algorithms for distributed systems
Utility Driven Adaptive Work?ow Execution
CCGRID '09 Proceedings of the 2009 9th IEEE/ACM International Symposium on Cluster Computing and the Grid
VGrADS: enabling e-Science workflows on grids and clouds with fault tolerance
Proceedings of the Conference on High Performance Computing Networking, Storage and Analysis
Scheduling workflow applications on processors with different capabilities
Future Generation Computer Systems - Collaborative and learning applications of grid technology
An adaptive multisite mapping for computationally intensive grid applications
Future Generation Computer Systems
A probability-based framework for dynamic resource scheduling in grid environment
GPC'08 Proceedings of the 3rd international conference on Advances in grid and pervasive computing
Grid computing: experiment management, tool integration, and scientific workflows
Grid computing: experiment management, tool integration, and scientific workflows
Privacy-preserving query checking in query middleware
FSKD'09 Proceedings of the 6th international conference on Fuzzy systems and knowledge discovery - Volume 1
Adaptive service scheduling for workflow applications in Service-Oriented Grid
The Journal of Supercomputing
Experiences with resource provisioning for scientific workflows using Corral
Scientific Programming
A survey of self-adaptive grids
IEEE Communications Magazine
Virtual Resources Allocation for Workflow-Based Applications Distribution on a Cloud Infrastructure
CCGRID '10 Proceedings of the 2010 10th IEEE/ACM International Conference on Cluster, Cloud and Grid Computing
Performance analysis of dynamic workflow scheduling in multicluster grids
Proceedings of the 19th ACM International Symposium on High Performance Distributed Computing
Comparison of resource platform selection approaches for scientific workflows
Proceedings of the 19th ACM International Symposium on High Performance Distributed Computing
Proceedings of the 19th ACM International Symposium on High Performance Distributed Computing
A Min-Min average algorithm for scheduling transaction-intensive grid workflows
AusGrid '09 Proceedings of the Seventh Australasian Symposium on Grid Computing and e-Research - Volume 99
The GHS grid scheduling system: implementation and performance comparison
IPDPS'06 Proceedings of the 20th international conference on Parallel and distributed processing
Computer Networks: The International Journal of Computer and Telecommunications Networking
Deadline-sensitive workflow orchestration without explicit resource control
Journal of Parallel and Distributed Computing
Joint Elastic Cloud and Virtual Network Framework for Application Performance-cost Optimization
Journal of Grid Computing
BTS: Resource capacity estimate for time-targeted science workflows
Journal of Parallel and Distributed Computing
AICT'11 Proceedings of the 2nd international conference on Applied informatics and computing theory
A three tier architecture for LiDAR interpolation and analysis
ICCS'06 Proceedings of the 6th international conference on Computational Science - Volume Part III
Adaptive management framework for scientific workflow applications
Proceedings of the 6th International Conference on Ubiquitous Information Management and Communication
Integration of Workflow Partitioning and Resource Provisioning
CCGRID '12 Proceedings of the 2012 12th IEEE/ACM International Symposium on Cluster, Cloud and Grid Computing (ccgrid 2012)
Partitioning and scheduling workflows across multiple sites with storage constraints
PPAM'11 Proceedings of the 9th international conference on Parallel Processing and Applied Mathematics - Volume Part II
Concurrency and Computation: Practice & Experience
Resource aggregation and workflow with webcom
HPCC'07 Proceedings of the Third international conference on High Performance Computing and Communications
Characterizing and profiling scientific workflows
Future Generation Computer Systems
A Hybrid Scheduling Algorithm for Data Intensive Workloads in a MapReduce Environment
UCC '12 Proceedings of the 2012 IEEE/ACM Fifth International Conference on Utility and Cloud Computing
Reference Point Based Multi-Objective Optimization to Workflow Grid Scheduling
International Journal of Applied Evolutionary Computation
A Hybrid Resource Reservation Method for Workflows in Clouds
International Journal of Grid and High Performance Computing
A Hybrid Resource Reservation Method for Workflows in Clouds
International Journal of Grid and High Performance Computing
Poster abstract: connected wireless camera network deployment with visibility coverage
Proceedings of the 12th international conference on Information processing in sensor networks
Smart cloud federation simulations with CloudSim
Proceedings of the first ACM workshop on Optimization techniques for resources management in clouds
DynamicCloudSim: simulating heterogeneity in computational clouds
Proceedings of the 2nd ACM SIGMOD Workshop on Scalable Workflow Execution Engines and Technologies
Predictable quality of service atop degradable distributed systems
Cluster Computing
On the validity of flow-level tcp network models for grid and cloud simulations
ACM Transactions on Modeling and Computer Simulation (TOMACS)
Stochastic DAG scheduling using a Monte Carlo approach
Journal of Parallel and Distributed Computing
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Grid applications require allocating a large number of heterogeneous tasks to distributed resources. A good allocation is critical for efficient execution. However, many existing grid toolkits use matchmaking strategies that do not consider overall efficiency for the set of tasks to be run. We identify two families of resource allocation algorithms: task-based algorithms, that greedily allocate tasks to resources, and workflow-based algorithms, that search for an efficient allocation for the entire workflow. We compare the behavior of workflow-based algorithms and task-based algorithms, using simulations of workflows drawn from a real application and with varying ratios of computation cost to data transfer cost. We observe that workflow-based approaches have a potential to work better for data-intensive applications even when estimates about future tasks are inaccurate.