| 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 | 247 | 2020 |
| 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 | 131 | 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 | 101 | 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 | 90 | 2019 |
| 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 | 70 | 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 | 49 | 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 | 46 | 2020 |
| 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 | 35 | 2024 |
| 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 | 17 | 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 | 15 | 2020 |
| Gpu paas computation model in aneka cloud computing environments S Ilager, R Wankar, R Kune, R Buyya Smart Data, 19-40, 2019 | 9 | 2019 |
| 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 | 7 | 2023 |
| Data-centric Edge-AI: A Symbolic Representation Use Case S Ilager, V De Maio, I Lujic, I Brandic 2023 IEEE International Conference on Edge Computing and Communications …, 2023 | 7 | 2023 |
| 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 | 7 | 2021 |
| 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 |
| 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 | 5 | 2023 |
| Machine Learning-based Energy and Thermal Efficient Resource Management Algorithms for Cloud Data Centres S Ilager Ph. D. Dissertation, 2021 | 5 | 2021 |
| DEMon: Decentralized Monitoring for Highly Volatile Edge Environments S Ilager, J Fahringer, SC de Lima Dias, I Brandic 2022 IEEE/ACM 15th International Conference on Utility and Cloud Computing …, 2022 | 4 | 2022 |
| FLIGAN: Enhancing Federated Learning with Incomplete Data using GAN PJ Maliakel, S Ilager, I Brandic Proceedings of the 7th International Workshop on Edge Systems, Analytics and …, 2024 | 3 | 2024 |
| CloudSim express: A novel framework for rapid low code simulation of cloud computing environments TB Hewage, S Ilager, MA Rodriguez, R Buyya Software: Practice and Experience 54 (3), 483-500, 2024 | 3 | 2024 |
Rajkumar BuyyaSchool of Computing and Information Systems, The Uni of Melbourne; Fellow of IEEE & Academia EuropeaVerified email at unimelb.edu.au
