Time and Energy Optimization Algorithms for the Static Scheduling of Multiple Workflows in Heterogeneous Computing System
Sign Up to like & getrecommendations! Published in 2017 at "Journal of Grid Computing"
DOI: 10.1007/s10723-017-9391-5
Abstract: The heterogeneous computing system (HCS), which is used to deal with complex and enormous business or scientific workflows, is playing a very important role as cloud computing rapidly develops. For multiple workflows computing in HCS,… read more here.
Keywords: energy; multiple workflows; scheduling multiple; heterogeneous computing ... See more keywords
Demand MemCpy: Overlapping of Computation and Data Transfer for Heterogeneous Computing
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DOI: 10.1109/access.2022.3195271
Abstract: Heterogeneous computing relies on collaboration among different types of processors on shared data. In systems with discrete accelerators (e.g., GP-GPU), data sharing requires transferring a large amount of data between CPU and accelerator memories and… read more here.
Keywords: overlapping computation; data transfer; heterogeneous computing; demand memcpy ... See more keywords
HCP: Heterogeneous Computing Platform for Federated Learning Based Collaborative Content Caching Towards 6G Networks
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DOI: 10.1109/tetc.2020.2986238
Abstract: A heterogeneous computing architecture is essential to facilitate intelligent network traffic control for a joint computation, communication, and collaborative caching optimization in 6G networks to provide stringent Quality of Experience (QoE) guarantees. In this paper,… read more here.
Keywords: computing platform; federated learning; content caching; heterogeneous computing ... See more keywords
Green Heterogeneous Computing Powers Allocation Using Reinforcement Learning in SDN-IoV
Sign Up to like & getrecommendations! Published in 2023 at "IEEE Transactions on Green Communications and Networking"
DOI: 10.1109/tgcn.2022.3187077
Abstract: In the era of 6G-driven Internet of Vehicles (IoV), the form of services centered on computing power has promoted the development of applications such as In-Vehicle Infotainment (IVI) and smart driving assistance. The collaboration of… read more here.
Keywords: iov; power; computing power; heterogeneous computing ... See more keywords
EXA2PRO: A Framework for High Development Productivity on Heterogeneous Computing Systems
Sign Up to like & getrecommendations! Published in 2022 at "IEEE Transactions on Parallel and Distributed Systems"
DOI: 10.1109/tpds.2021.3104257
Abstract: Programming upcoming exascale computing systems is expected to be a major challenge. New programming models are required to improve programmability, by hiding the complexity of these systems from application developers. The EXA2PRO programming framework aims… read more here.
Keywords: systems exa2pro; computing systems; productivity; exa2pro framework ... See more keywords
HEROv2: Full-Stack Open-Source Research Platform for Heterogeneous Computing
Sign Up to like & getrecommendations! Published in 2022 at "IEEE Transactions on Parallel and Distributed Systems"
DOI: 10.1109/tpds.2022.3189390
Abstract: Heterogeneous computers integrate general-purpose host processors with domain-specific accelerators to combine versatility with efficiency and high performance. To realize the full potential of heterogeneous computers, however, many hardware and software design challenges have to be… read more here.
Keywords: heterogeneous computers; heterogeneous computing; research platform; open source ... See more keywords
Limited Duplication-Based List Scheduling Algorithm for Heterogeneous Computing System
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DOI: 10.3390/mi13071067
Abstract: Efficient scheduling algorithms have been a leading research topic for heterogeneous computing systems. Although duplication-based scheduling algorithms can significantly reduce the total completion time, they are generally accompanied by an exorbitant time complexity. In this… read more here.
Keywords: time; limited duplication; heterogeneous computing; duplication based ... See more keywords