A holistic view on resource management in serverless computing environments: Taxonomy and future directions A Mampage, S Karunasekera, R Buyya ACM Computing Surveys (CSUR) 54 (11s), 1-36, 2022 | 107 | 2022 |
Deadline-aware dynamic resource management in serverless computing environments A Mampage, S Karunasekera, R Buyya 2021 IEEE/ACM 21st international symposium on cluster, cloud and internet …, 2021 | 48 | 2021 |
Deep reinforcement learning for application scheduling in resource-constrained, multi-tenant serverless computing environments A Mampage, S Karunasekera, R Buyya Future Generation Computer Systems 143, 277-292, 2023 | 25 | 2023 |
A deep reinforcement learning based algorithm for time and cost optimized scaling of serverless applications A Mampage, S Karunasekera, R Buyya arXiv preprint arXiv:2308.11209, 2023 | 7 | 2023 |
CloudSimSC: A toolkit for modeling and simulation of serverless computing environments A Mampage, R Buyya 2023 IEEE International Conference on High Performance Computing …, 2023 | 5 | 2023 |
Deep Reinforcement Learning for Scheduling Applications in Serverless and Serverful Hybrid Computing Environments A Mampage, S Karunasekera, R Buyya IEEE Transactions on Services Computing, 2025 | | 2025 |
Autonomous Resource Management for Serverless Computing A Mampage | | 2023 |