| Decentralized self-adaptation for elastic Data Stream Processing V Cardellini, F Lo Presti, M Nardelli, G Russo Russo Future Generation Computer Systems, 2018 | 93 | 2018 |
| Optimal operator deployment and replication for elastic distributed data stream processing V Cardellini, F Lo Presti, M Nardelli, G Russo Russo Concurrency and Computation: Practice and Experience 30 (9), e4334, 2018 | 65 | 2018 |
| Runtime adaptation of data stream processing systems: The state of the art V Cardellini, F Lo Presti, M Nardelli, GR Russo ACM Computing Surveys 54 (11s), 1-36, 2022 | 48 | 2022 |
| Reinforcement Learning Based Policies for Elastic Stream Processing on Heterogeneous Resources G Russo Russo, V Cardellini, F Lo Presti Proceedings of the 13th ACM International Conference on Distributed and …, 2019 | 41 | 2019 |
| Serverledge: Decentralized function-as-a-service for the edge-cloud continuum GR Russo, T Mannucci, V Cardellini, FL Presti 2023 IEEE International Conference on Pervasive Computing and Communications …, 2023 | 30 | 2023 |
| Multi-level elasticity for wide-area data streaming systems: a reinforcement learning approach G Russo Russo, M Nardelli, V Cardellini, F Lo Presti Algorithms 11 (9), 134, 2018 | 27 | 2018 |
| Self-Adaptive Data Stream Processing in Geo-Distributed Computing Environments G Russo Russo Proceedings of the 13th ACM International Conference on Distributed and …, 2019 | 21 | 2019 |
| Serverless functions in the cloud-edge continuum: Challenges and opportunities GR Russo, V Cardellini, FL Presti 2023 31st Euromicro International Conference on Parallel, Distributed and …, 2023 | 13 | 2023 |
| Towards qos-aware function composition scheduling in apache openwhisk GR Russo, A Milani, S Iannucci, V Cardellini 2022 IEEE International Conference on Pervasive Computing and Communications …, 2022 | 13 | 2022 |
| MEAD: Model-based vertical auto-scaling for data stream processing GR Russo, V Cardellini, G Casale, FL Presti 2021 IEEE/ACM 21st International Symposium on Cluster, Cloud and Internet …, 2021 | 13 | 2021 |
| Auto-Scaling in Data Stream Processing Applications: A Model-Based Reinforcement Learning Approach V Cardellini, F Lo Presti, M Nardelli, G Russo Russo Workshop on New Frontiers in Quantitative Methods in Informatics, 97-110, 2017 | 13 | 2017 |
| Towards Hierarchical Autonomous Control for Elastic Data Stream Processing in the Fog V Cardellini, FL Presti, M Nardelli, G Russo Russo European Conference on Parallel Processing, 106-117, 2017 | 12 | 2017 |
| QoS-aware offloading policies for serverless functions in the Cloud-to-Edge continuum GR Russo, D Ferrarelli, D Pasquali, V Cardellini, FL Presti Future Generation Computer Systems 156, 1-15, 2024 | 11 | 2024 |
| A multi-level elasticity framework for distributed data stream processing M Nardelli, G Russo Russo, V Cardellini, F Lo Presti Euro-Par 2018: Parallel Processing Workshops: Euro-Par 2018 International …, 2019 | 10 | 2019 |
| Hierarchical Auto-scaling Policies for Data Stream Processing on Heterogeneous Resources G Russo Russo, V Cardellini, F Lo Presti ACM Transactions on Autonomous and Adaptive Systems 18 (4), 1-44, 2023 | 9 | 2023 |
| A framework for offloading and migration of serverless functions in the Edge–Cloud Continuum GR Russo, V Cardellini, FL Presti Pervasive and Mobile Computing 100, 101915, 2024 | 8 | 2024 |
| Towards a security-aware deployment of data streaming applications in fog computing G Russo Russo, V Cardellini, FL Presti, M Nardelli Fog/Edge Computing For Security, Privacy, and Applications, 355-385, 2021 | 5 | 2021 |
| AI‐Driven Performance Management in Data‐Intensive Applications A Alnafessah, G Russo Russo, V Cardellini, G Casale, F Lo Presti Communication Networks and Service Management in the Era of Artificial …, 2021 | 4 | 2021 |
| Towards Decentralized Auto-Scaling Policies for Data Stream Processing Applications G Russo Russo ZEUS 2018, 40, 2018 | 4* | 2018 |
| Function Offloading and Data Migration for Stateful Serverless Edge Computing M Nardelli, G Russo Russo Proceedings of the 15th ACM/SPEC International Conference on Performance …, 2024 | 3 | 2024 |
Valeria CardelliniUniversity of Rome Tor VergataVerified email at ing.uniroma2.it
