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Book Chapters
Minxian Xu, Chengxi Gao, Shashikant Ilager , Huaming Wu, Chengzhong Xu, and Rajkumar Buyya, Green-aware Mobile Edge Computing for IoT: Challenges, Solutions and Future Directions , Mobile Edge Computing (MEC), A. Mukherjee, D. De, S. K. Ghosh, and R. Buyya (eds), Springer, USA (in press), 2020.
Shashikant Ilager , Rajeev Wankar, Raghavendra Kune, and Rajkumar Buyya, GPU PaaS Computation Model in Aneka Cloud Computing Environments , Smart Data: State-of-the-Art Perspectives in Computing and Applications, K. Li, Q. Zhang, L. Yang, B. Martino (eds), ISBN-13: 978-1138545588, Chapman & Hall/CRC Press, USA, March 28, 2019.
Conference Papers
Shashikant Ilager , Rajeev Muralidhar, and Rajkumar Buyya, Artificial Intelligence (AI)-Centric Management of Resources in Modern Distributed Computing Systems, In Proceedings of the IEEE Cloud Summit, Harrisbury, Pennsylvania, USA, October 21-22, 2020.
Shashikant Ilager , Rajeev Muralidhar, Rammohanrao Kotagiri and Rajkumar Buyya, A Data-Driven Frequency Scaling Approach for Deadline-aware Energy Efficient Scheduling on Graphics Processing Units (GPUs) , Proceedings of the 20th IEEE/ACM International Symposium on Cluster, Cloud and Internet Computing (CCGrid 2020), Melbourne, Australia, May 11-14, 2020.[Best Paper Award ]
Shashikant Ilager , Prasad, P. S. V. S, Scalable MapReduce-based Fuzzy Min-Max Neural Network for Pattern Classification . In Proceedings of the 18th ACM International Conference on Distributed Computing and Networking (ICDCN 2017) , Hyderabad, India, January 2017.
Journal Papers
Tahseen Khan, Wenhong Tian, Shashikant Ilager , and Rajkumar Buyya, Workload Forecasting and Energy state Estimation in Cloud Data Centres: ML-centric Approach , Future Generation Computer Systems (FGCS), Volume 128, Pages: 320-332, ISSN: 0167-739X, Elsevier Press, Amsterdam, The Netherlands, March 2022.
Shashikant Ilager, Kotagiri Ramamohanarao, and Rajkumar Buyya, Thermal Prediction for Efficient Energy Management of Clouds using Machine Learning , IEEE Transactions on Parallel and Distributed Systems (TPDS), Volume ?, No. ?, Pages: ??, ISSN: 1045-9219, IEEE CS Press, USA (in press, accepted on Nov. 13, 2020).
Shreshth Tuli, Shashikant Ilager , Kotagiri Ramamohanarao, and Rajkumar Buyya, Dynamic Scheduling for Stochastic Edge-Cloud Computing Environments using A3C Learning and Residual Recurrent Neural Networks , IEEE Transactions on Mobile Computing,Volume ?, Number ?, Pages: ??, ISSN: 1536-1233, IEEE Computer Society Press, USA (in press, accepted on Aug 13, 2020).
Shashikant Ilager, Kotagiri Ramamohanarao, and Rajkumar Buyya, ETAS: Energy and Thermal-Aware Dynamic Virtual Machine Consolidation in Cloud Data Center with Proactive Hotspot Mitigation , Concurrency and Computation: Practice and Experience (CCPE), Volume 31, No. 17, Pages: 1-15, ISSN: 1532-0626 , Wiley Press, New York, USA, September 2019.
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