180 citations
- The University of MelbourneAU7 papers
- Harbin Institute of TechnologyCN6 papers
- Chinese Academy of SciencesCN3 papers
- Shanghai Jiao Tong UniversityCN3 papers
- University of Louisiana at LafayetteUS3 papers
- Alibaba Group (China)CN2 papers
- Chinese University of Hong KongHK2 papers
- Department of SpaceIN2 papers
- Hefei University of TechnologyCN2 papers
- Huawei Technologies (China)CN2 papers
- Huawei Technologies (United Kingdom)GB2 papers
- Huawei Technologies (United States)US2 papers
14 papers · 1 filter
EnFed: An Energy-aware Federated Learning in Resource Constrained Environments for Human Activity Recognition
Anwesha Mukherjee, Rajkumar Buyya
The human activity recognition (HAR) and recommendation applications for mobile users require a privacy-aware and accurate data analysis model with lower time and lower energy cons…
A Joint Time and Energy-Efficient Federated Learning-based Computation Offloading Method for Mobile Edge Computing
Anwesha Mukherjee, Rajkumar Buyya
Computation offloading at lower time and lower energy consumption is crucial for resource limited mobile devices. This paper proposes an offloading decision-making model using fede…
Modern Computing: Vision and Challenges
Sukhpal Singh Gill, Huaming Wu, Panos Patros +22
Over the past six decades, the computing systems field has experienced significant transformations, profoundly impacting society with transformational developments, such as the Int…
A Data-Driven Frequency Scaling Approach for Deadline-aware Energy Efficient Scheduling on Graphics Processing Units (GPUs)
Shashikant Ilager, Rajeev Muralidhar, Kotagiri Rammohanrao +1
Modern computing paradigms, such as cloud computing, are increasingly adopting GPUs to boost their computing capabilities primarily due to the heterogeneous nature of AI/ML/deep le…
F-FDN: Federation of Fog Computing Systems for Low Latency Video Streaming
Vaughan Veillon, Chavit Denninnart, Mohsen Amini Salehi
Video streaming is growing in popularity and has become the most bandwidth-consuming Internet service. As such, robust streaming in terms of low latency and uninterrupted streaming…
Multiple Workflows Scheduling in Multi-tenant Distributed Systems: A Taxonomy and Future Directions
Muhammad H. Hilman, Maria A. Rodriguez, Rajkumar Buyya
The workflow is a general notion representing the automated processes along with the flow of data. The automation ensures the processes being executed in the order. Therefore, this…