Shashikant Ilager

Dynamic Scheduling for Stochastic Edge-Cloud Computing Environments Using A3C Learning and Residual Recurrent Neural Networks

Shreshth Tuli, Shashikant Ilager, Kotagiri Ramamohanarao et al. · IEEE Transactions on Mobile Computing · 2020 · 234 citations · Full text

Workload forecasting and energy state estimation in cloud data centres: ML-centric approach

Tahseen Khan, Wenhong Tian, Shashikant Ilager et al. · Future Generation Computer Systems · 2021 · 88 citations

Cluster Computing, Data Center Management, Engineering +13

Energy‐efficiency and sustainability in new generation cloud computing: A vision and directions for integrated management of data centre resources and workloads

Rajkumar Buyya, Shashikant Ilager, Patricia Arroba · Software Practice and Experience · 2023 · 80 citations · Full text

Engineering, Data Centre Resources, Energy Efficiency +20

ETAS: Energy and thermal‐aware dynamic virtual machine consolidation in cloud data center with proactive hotspot mitigation

Shashikant Ilager, Kotagiri Ramamohanarao, Rajkumar Buyya · Concurrency and Computation Practice and Experience · 2019 · 78 citations

Cluster Computing, Engineering, Energy Efficiency +22

CoScal: Multifaceted Scaling of Microservices With Reinforcement Learning

Minxian Xu, Chenghao Song, Shashikant Ilager et al. · IEEE Transactions on Network and Service Management · 2022 · 60 citations · Full text

Artificial Intelligence, Engineering, Machine Learning +15