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
7 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…
TraDE: Network and Traffic-aware Adaptive Scheduling for Microservices Under Dynamics
Ming Chen, Muhammed Tawfiqul Islam, Maria Rodriguez Read +1
The transition from monolithic architecture to microservices has enhanced flexibility in application design and its scalable execution. This approach typically uses a computing clu…
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…
Group-specific discriminant analysis reveals statistically validated sex differences in lateralization of brain functional network
Shuo Zhou, Junhao Luo, Yaya Jiang +3
Lateralization is a fundamental feature of the human brain, where sex differences have been observed. Conventional studies in neuroscience on sex-specific lateralization are typica…
Knowledge-aware Alert Aggregation in Large-scale Cloud Systems: a Hybrid Approach
Jinxi Kuang, Jinyang Liu, Junjie Huang +6
Due to the scale and complexity of cloud systems, a system failure would trigger an "alert storm", i.e., massive correlated alerts. Although these alerts can be traced back to a fe…
FaultProfIT: Hierarchical Fault Profiling of Incident Tickets in Large-scale Cloud Systems
Junjie Huang, Jinyang Liu, Zhuangbin Chen +7
Postmortem analysis is essential in the management of incidents within cloud systems, which provides valuable insights to improve system's reliability and robustness. At CloudA, fa…