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Rajkumar Buyya

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Metaverse: A Vision, Architectural Elements, and Future Directions for Scalable and Realtime Virtual Worlds

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Aug 24, 2023
Leila Ismail, Rajkumar Buyya

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Reinforcement Learning (RL) Augmented Cold Start Frequency Reduction in Serverless Computing

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Aug 15, 2023
Siddharth Agarwal, Maria A. Rodriguez, Rajkumar Buyya

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A Deep Recurrent-Reinforcement Learning Method for Intelligent AutoScaling of Serverless Functions

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Aug 11, 2023
Siddharth Agarwal, Maria A. Rodriguez, Rajkumar Buyya

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Classification of Methods to Reduce Clinical Alarm Signals for Remote Patient Monitoring: A Critical Review

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Feb 08, 2023
Teena Arora, Venki Balasubramanian, Andrew Stranieri, Shenhan Mai, Rajkumar Buyya, Sardar Islam

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HUNTER: AI based Holistic Resource Management for Sustainable Cloud Computing

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Oct 28, 2021
Shreshth Tuli, Sukhpal Singh Gill, Minxian Xu, Peter Garraghan, Rami Bahsoon, Schahram Dustdar, Rizos Sakellariou, Omer Rana, Rajkumar Buyya, Giuliano Casale, Nicholas R. Jennings

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A Distributed Deep Reinforcement Learning Technique for Application Placement in Edge and Fog Computing Environments

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Oct 24, 2021
Mohammad Goudarzi, Marimuthu Palaniswami, Rajkumar Buyya

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Energy and Thermal-aware Resource Management of Cloud Data Centres: A Taxonomy and Future Directions

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Jul 06, 2021
Shashikant Ilager, Rajkumar Buyya

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Machine Learning-based Orchestration of Containers: A Taxonomy and Future Directions

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Jun 24, 2021
Zhiheng Zhong, Minxian Xu, Maria Alejandra Rodriguez, Chengzhong Xu, Rajkumar Buyya

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Machine Learning (ML)-Centric Resource Management in Cloud Computing: A Review and Future Directions

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May 09, 2021
Tahseen Khan, Wenhong Tian, Rajkumar Buyya

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STOPPAGE: Spatio-temporal Data Driven Cloud-Fog-Edge Computing Framework for Pandemic Monitoring and Management

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Apr 04, 2021
Shreya Ghosh, Anwesha Mukherjee, Soumya K Ghosh, Rajkumar Buyya

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