A novel task-duplication based clustering algorithm for heterogeneous computing environments
As a crucial task in heterogeneous distributed systems, DAG-scheduling models a
scheduling application with a set of distributed tasks by a Direct Acyclic Graph (DAG). The …
scheduling application with a set of distributed tasks by a Direct Acyclic Graph (DAG). The …
A scheduling algorithm based on reinforcement learning for heterogeneous environments
Z Lin, C Li, L Tian, B Zhang - Applied Soft Computing, 2022 - Elsevier
Efficient application scheduling is critical for achieving high performance in heterogeneous
computing environments. For heterogeneous static scheduling problems, applications with a …
computing environments. For heterogeneous static scheduling problems, applications with a …
Optimal task scheduling for partially heterogeneous systems
M Orr, O Sinnen - Parallel Computing, 2021 - Elsevier
Task scheduling with communication delays is a strongly NP-hard problem. Previous
attempts at finding optimal solutions to this problem have used branch-and-bound state …
attempts at finding optimal solutions to this problem have used branch-and-bound state …
Contention aware energy efficient scheduling on heterogeneous multiprocessors
J Singh, S Betha, B Mangipudi… - IEEE Transactions on …, 2014 - ieeexplore.ieee.org
Energy efficiency along with enhanced performance are two important goals of scheduling
on multiprocessors. This paper proposes a Contention-aware, Energy Efficient, Duplication …
on multiprocessors. This paper proposes a Contention-aware, Energy Efficient, Duplication …
Scheduling directed acyclic graphs with optimal duplication strategy on homogeneous multiprocessor systems
Q Tang, LH Zhu, L Zhou, J Xiong, JB Wei - Journal of Parallel and …, 2020 - Elsevier
Modern applications generally need a large volume of computation and communication to
fulfill the goal. These applications are often implemented on multiprocessor systems to meet …
fulfill the goal. These applications are often implemented on multiprocessor systems to meet …
Integrating task duplication in optimal task scheduling with communication delays
M Orr, O Sinnen - IEEE Transactions on Parallel and …, 2020 - ieeexplore.ieee.org
Task scheduling with communication delays is an NP-hard problem. Some previous
attempts at finding optimal solutions to this problem have used branch-and-bound state …
attempts at finding optimal solutions to this problem have used branch-and-bound state …
An improved task duplication based clustering algorithm for DAG task scheduling in heterogenous and distributed systems
W Fan, J Zhu, K Ding - 2022 IEEE International Conference on …, 2022 - ieeexplore.ieee.org
Task scheduling in heterogenous and distributed systems for the directed acyclic graph
(DAG) based applications has been widely studied. In DAG task scheduling problems, a set …
(DAG) based applications has been widely studied. In DAG task scheduling problems, a set …
An efficient multi-functional duplication-based scheduling framework for multiprocessor systems
Q Tang, LH Zhu, J Lian, L Zhou, JB Wei - The Journal of Supercomputing, 2020 - Springer
Timing performance and energy consumption are the most critical performance indicators of
schedules on multiprocessors. The timing performance of the schedule is limited by the inter …
schedules on multiprocessors. The timing performance of the schedule is limited by the inter …
DVFS and duplication based scheduling for optimizing power and performance in heterogeneous multiprocessors
Improving power consumption and performance are the important goals of scheduling on
multiprocessors. In power aware scheduling with dynamic voltage/frequency scaling …
multiprocessors. In power aware scheduling with dynamic voltage/frequency scaling …
Monte Carlo Tree Search with Adaptive Estimation for DAG Scheduling
A Allahverdyan, A Zhadan, I Kondratov… - … Conference on Swarm …, 2023 - Springer
Scheduling is important for improving performance in a distributed heterogeneous
computing environment where workflows represented as a directed acyclic graph (DAG) …
computing environment where workflows represented as a directed acyclic graph (DAG) …