Publications

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,  Jakob Fahringer, Samuel Carlos de Lima Dias, Ivona Brandic, DEMon: Decentralized  Monitoring for Highly Volatile Edge Environments,  In Proceedings of the 15th IEEE/ACM International Conference on Utility and Cloud Computing (UCC2022), Vancouver, Washington, USA, December 6-9, 2022.
   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

• Minxian Xu, Chenghao Song, Shashikant Ilager, Sukhpal Singh Gill, Juanjuan Zhao, Kejiang Ye, Chengzhong Xu, CoScal: Multi-faceted Scaling of Microservices with Reinforcement Learning, IEEE Transactions on Network and Service Management (TNSM), 2022.
• 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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