| Dynamic scheduling for stochastic edge-cloud computing environments using a3c learning and residual recurrent neural networks S Tuli, S Ilager, K Ramamohanarao, R Buyya IEEE transactions on mobile computing 21 (3), 940-954, 2020 | 183 | 2020 |
| ETAS: Energy and thermal‐aware dynamic virtual machine consolidation in cloud data center with proactive hotspot mitigation S Ilager, K Ramamohanarao, R Buyya Concurrency and Computation: Practice and Experience 31 (17), e5221, 2019 | 78 | 2019 |
| Machine learning (ML)-centric resource management in cloud computing: A review and future directions T Khan, W Tian, G Zhou, S Ilager, M Gong, R Buyya Journal of Network and Computer Applications 204, 103405, 2022 | 73 | 2022 |
| Thermal prediction for efficient energy management of clouds using machine learning S Ilager, K Ramamohanarao, R Buyya IEEE Transactions on Parallel and Distributed Systems 32 (5), 1044-1056, 2020 | 66 | 2020 |
| Workload forecasting and energy state estimation in cloud data centres: ML-centric approach T Khan, W Tian, S Ilager, R Buyya Future Generation Computer Systems 128, 320-332, 2022 | 49 | 2022 |
| Coscal: Multifaceted scaling of microservices with reinforcement learning M Xu, C Song, S Ilager, SS Gill, J Zhao, K Ye, C Xu IEEE Transactions on Network and Service Management 19 (4), 3995-4009, 2022 | 29 | 2022 |
| Artificial intelligence (ai)-centric management of resources in modern distributed computing systems S Ilager, R Muralidhar, R Buyya 2020 IEEE Cloud Summit, 1-10, 2020 | 24 | 2020 |
| Cloud Computing and Internet of Things: recent trends and directions M Goudarzi, S Ilager, R Buyya New Frontiers in Cloud Computing and Internet of Things, 3-29, 2022 | 10 | 2022 |
| A data-driven frequency scaling approach for deadline-aware energy efficient scheduling on graphics processing units (gpus) S Ilager, R Muralidhar, K Rammohanrao, R Buyya 2020 20th IEEE/ACM International Symposium on Cluster, Cloud and Internet …, 2020 | 10 | 2020 |
| Gpu paas computation model in aneka cloud computing environments S Ilager, R Wankar, R Kune, R Buyya Smart Data, 19-40, 2019 | 8 | 2019 |
| Energy‐efficiency and sustainability in new generation cloud computing: A vision and directions for integrated management of data centre resources and workloads R Buyya, S Ilager, P Arroba Software: Practice and Experience 54 (1), 24-38, 2024 | 6 | 2024 |
| Scalable mapreduce-based fuzzy min-max neural network for pattern classification S Ilager, PS Prasad Proceedings of the 18th International Conference on Distributed Computing …, 2017 | 6 | 2017 |
| Energy and thermal-aware resource management of cloud data centres: A taxonomy and future directions S Ilager, R Buyya arXiv preprint arXiv:2107.02342, 2021 | 3 | 2021 |
| Machine Learning-based Energy and Thermal Efficient Resource Management Algorithms for Cloud Data Centres S Ilager Ph. D. Dissertation, 2021 | 2 | 2021 |
| A data-driven analysis of a cloud data center: statistical characterization of workload, energy and temperature S Ilager, AN Toosi, MR Jha, I Brandic, R Buyya Proceedings of the IEEE/ACM 16th International Conference on Utility and …, 2023 | 1 | 2023 |
| An Energy-Aware Approach to Design Self-Adaptive AI-based Applications on the Edge A Tundo, M Mobilio, S Ilager, I Brandić, E Bartocci, L Mariani 2023 38th IEEE/ACM International Conference on Automated Software …, 2023 | 1 | 2023 |
| Symed: Adaptive and online symbolic representation of data on the edge D Hofstätter, S Ilager, I Lujic, I Brandic European Conference on Parallel Processing, 411-425, 2023 | 1 | 2023 |
| Green-aware Mobile Edge Computing for IoT: Challenges, Solutions and Future Directions M Xu, C Gao, S Ilager, H Wu, C Xu, R Buyya Mobile Edge Computing, 145-164, 2021 | 1 | 2021 |
| Multi-tier Big Data Introduction V Stankovski, R Buyya, S Ilager 2019 26th International Conference on High Performance Computing, Data and …, 2019 | 1 | 2019 |
| iContinuum: an Emulation Toolkit for Intent-Based Computing Across the Edge-to-Cloud Continuum N Akbari, AN Toosi, J Grundy, H Khalajzadeh, MS Aslanpour, S Ilager EasyChair, 2024 | | 2024 |
Rajkumar BuyyaSchool of Computing and Information Systems, The Uni of Melbourne; Fellow of IEEE & Academia EuropeaVerified email at unimelb.edu.au
