HPC Application Parameter Autotuning on Edge Devices: A Bandit Learning ApproachInternational Conference on High Performance Computing (HiPC), 2024 |
Prediction-driven resource provisioning for serverless container
runtimesInternational Conference on Autonomic Computing and Self-Organizing Systems (ACSOS), 2023 |
TIMBER: On supporting data pipelines in Mobile Cloud EnvironmentsInternational Conference on Mobile Data Management (MDM), 2024 |
Lifting the Fog of Uncertainties: Dynamic Resource Orchestration for the
Containerized CloudACM Symposium on Cloud Computing (SoCC), 2023 |
Towards General and Efficient Online Tuning for SparkProceedings of the VLDB Endowment (PVLDB), 2023 |
Rover: An online Spark SQL tuning service via generalized transfer
learningKnowledge Discovery and Data Mining (KDD), 2023 |