Approximation algorithms for scheduling unrelated parallel machines
Mathematical Programming: Series A and B
Task scheduling in parallel and distributed systems
Task scheduling in parallel and distributed systems
Scheduling Parallel Machines On-line
SIAM Journal on Computing
Heuristic Algorithms for Scheduling Independent Tasks on Nonidentical Processors
Journal of the ACM (JACM)
Static scheduling algorithms for allocating directed task graphs to multiprocessors
ACM Computing Surveys (CSUR)
Observations on Using Genetic Algorithms for Dynamic Load-Balancing
IEEE Transactions on Parallel and Distributed Systems
Journal of Parallel and Distributed Computing
Scheduling Resources in Multi-User, Heterogeneous, Computing Environments with SmartNet
HCW '98 Proceedings of the Seventh Heterogeneous Computing Workshop
Task Execution Time Modeling for Heterogeneous Computing Systems
HCW '00 Proceedings of the 9th Heterogeneous Computing Workshop
Grid Computing: Making the Global Infrastructure a Reality
Grid Computing: Making the Global Infrastructure a Reality
IEEE Transactions on Parallel and Distributed Systems
Attributes for communication between Grid scheduling instances
Grid resource management
Scheduling in the Grid application development software project
Grid resource management
Handbook of Scheduling: Algorithms, Models, and Performance Analysis
Handbook of Scheduling: Algorithms, Models, and Performance Analysis
The Grid 2: Blueprint for a New Computing Infrastructure
The Grid 2: Blueprint for a New Computing Infrastructure
Journal of Parallel and Distributed Computing
CCGRID '07 Proceedings of the Seventh IEEE International Symposium on Cluster Computing and the Grid
A Pragmatic Analysis Of Scheduling Environments On New Computing Platforms
International Journal of High Performance Computing Applications
A multicriteria approach to two-level hierarchy scheduling in grids
Journal of Scheduling
Deterministic monotone algorithms for scheduling on related machines
Theoretical Computer Science
Workload Characterization of the SPECpower_ssj2008 Benchmark
SIPEW '08 Proceedings of the SPEC international workshop on Performance Evaluation: Metrics, Models and Benchmarks
IEEE Transactions on Parallel and Distributed Systems
Chasing Gaps between Bursts: Towards Energy Efficient Large Scale Experimental Grids
PDCAT '08 Proceedings of the 2008 Ninth International Conference on Parallel and Distributed Computing, Applications and Technologies
ICPADS '08 Proceedings of the 2008 14th IEEE International Conference on Parallel and Distributed Systems
IEEE Transactions on Parallel and Distributed Systems
Multi-objective planning for workflow execution on Grids
GRID '07 Proceedings of the 8th IEEE/ACM International Conference on Grid Computing
Interoperation of world-wide production e-Science infrastructures
Concurrency and Computation: Practice & Experience - A Special Issue from the Open Grid Forum
Minimizing Energy Consumption for Precedence-Constrained Applications Using Dynamic Voltage Scaling
CCGRID '09 Proceedings of the 2009 9th IEEE/ACM International Symposium on Cluster Computing and the Grid
The GREEN-NET framework: Energy efficiency in large scale distributed systems
IPDPS '09 Proceedings of the 2009 IEEE International Symposium on Parallel&Distributed Processing
Grid broker selection strategies using aggregated resource information
Future Generation Computer Systems
Grid resource management policies for load-balancing and energy-saving by vacation queuing theory
Computers and Electrical Engineering
Cooperative power-aware scheduling in grid computing environments
Journal of Parallel and Distributed Computing
GMBS: A new middleware service for making grids interoperable
Future Generation Computer Systems
Computational models and heuristic methods for Grid scheduling problems
Future Generation Computer Systems
A Heuristic Energy-aware Scheduling Algorithm for Heterogeneous Clusters
ICPADS '09 Proceedings of the 2009 15th International Conference on Parallel and Distributed Systems
On-line hierarchical job scheduling on grids with admissible allocation
Journal of Scheduling
Scheduling parallel applications on utility grids: time and cost trade-off management
ACSC '09 Proceedings of the Thirty-Second Australasian Conference on Computer Science - Volume 91
Energy aware DAG scheduling on heterogeneous systems
Cluster Computing
Distributed power management and control system for sustainable computing environments
GREENCOMP '10 Proceedings of the International Conference on Green Computing
Job Allocation Strategies with User Run Time Estimates for Online Scheduling in Hierarchical Grids
Journal of Grid Computing
Some observations on optimal frequency selection in DVFS-based energy consumption minimization
Journal of Parallel and Distributed Computing
Energy Conscious Scheduling for Distributed Computing Systems under Different Operating Conditions
IEEE Transactions on Parallel and Distributed Systems
A parallel bi-objective hybrid metaheuristic for energy-aware scheduling for cloud computing systems
Journal of Parallel and Distributed Computing
Swarm Intelligence Approaches for Grid Load Balancing
Journal of Grid Computing
Low power scheduling of DAGs to minimize finish times
HiPC'06 Proceedings of the 13th international conference on High Performance Computing
Power management in grid computing with xen
ISPA'06 Proceedings of the 2006 international conference on Frontiers of High Performance Computing and Networking
DASC '11 Proceedings of the 2011 IEEE Ninth International Conference on Dependable, Autonomic and Secure Computing
Multiple Workflow Scheduling Strategies with User Run Time Estimates on a Grid
Journal of Grid Computing
Strategies based on green policies to the grid resource allocation
Proceedings of the 21st international conference on Parallel architectures and compilation techniques
A Game-Theoretic Analysis of Grid Job Scheduling
Journal of Grid Computing
Optimal Load Distribution for Multiple Heterogeneous Blade Servers in a Cloud Computing Environment
Journal of Grid Computing
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We address a multicriteria non-preemptive energy-aware scheduling problem for computational Grid systems. This work introduces a new formulation of the scheduling problem for multicore heterogeneous computational Grid systems in which the minimization of the energy consumption, along with the makespan metric, is considered. We adopt a two-level model, in which a meta-broker agent (level 1) receives all user tasks and schedules them on the available resources, belonging to different local providers (level 2). The computing capacity and energy consumption of resources are taken from real multi-core processors from the main current vendors. Twenty novel list scheduling methods for the problem are proposed, and a comparative analysis of all of them over a large set of problem instances is presented. Additionally, a scalability study is performed in order to analyze the contribution of the best new bi-objective list scheduling heuristics when the problem dimension grows. We conclude after the experimental analysis that accurate trade-off schedules are computed by using the new proposed methods.