xCloudServing: Automated ML Serving Across Clouds
- Malgorzata Lazuka
- Andreea Anghel
- et al.
- 2023
- CLOUD 2023
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34 results for Thomas Parnell
Acceleration of Decision-Tree Ensemble Models on the IBM Telum Processor
- Nikolaos Papandreou
- Jan Van Lunteren
- et al.
- 2023
- ISCAS 2023
Search-based Methods for Multi-Cloud Configuration
- Malgorzata Lazuka
- Thomas Parnell
- et al.
- 2022
- CLOUD 2022
Efficient Pipelined Execution of CNNs Based on In-Memory Computing and Graph Homomorphism Verification
- Martino Dazzi
- Abu Sebastian
- et al.
- 2021
- IEEE TC
Towards a General Framework for ML-based Self-tuning Databases
- Thomas Schmied
- Diego Didona
- et al.
- 2021
- EuroMLSys 2021
Open Block Characterization and Read Voltage Calibration of 3D QLC NAND Flash
- 2020
- IRPS 2020
Weighted sampling for combined model selection and hyperparameter tuning
- Dimitrios Sarigiannis
- Thomas Parnell
- et al.
- 2020
- AAAI 2020
SySCD: A system-aware parallel coordinate descent algorithm
- Nikolas Ioannou
- Celestine Mendler-Dünner
- et al.
- 2019
- NeurIPS 2019
Reliability of 3D NAND flash memory with a focus on read voltage calibration from a system aspect
- Nikolaos Papandreou
- Nikolas Ioannou
- et al.
- 2019
- NVMTS 2019
Addressing Interpretability and Cold-Start in Matrix Factorization for Recommender Systems
- Michalis Vlachos
- Celestine Mendler-Dünner
- et al.
- 2019
- IEEE TKDE