Carlo Curino

1. LlamaTune: Sample-Efficient DBMS Configuration Tuning
   2022/03/10 by Konstantinos Kanellis, Cong Ding, Kanellis, Konstantinos +9 · 9 citations
   Computer Science · #Cloud Computing and Resource Management #Data Stream Mining Techniques #Databases (cs.DB) #FOS: Computer and information sciences #Machine Learning and Data Classification
2. MotherNet: Fast Training and Inference via Hyper-Network Transformers
   2023/12/14 by Andreas Müller, Müller, Andreas, Carlo Curino +3 · 9 citations
   Computer Science · #Adversarial Robustness in Machine Learning #Anomaly Detection Techniques and Applications #FOS: Computer and information sciences #I.2.6 #Machine Learning (cs.LG) #Machine Learning and Data Classification
3. Extending Relational Query Processing with ML Inference
   2019/11/01 by Konstantinos Karanasos, Karanasos, Konstantinos, Matteo Interlandi +23 · 3 citations
   Computer Science · Decision Sciences · #Advanced Database Systems and Queries #Cloud Computing and Resource Management #Databases (cs.DB) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Scientific Computing and Data Management
4. Terabyte-Scale Analytics in the Blink of an Eye
   2025/06/10 by Bowen Wu, Wei Cui, Wu, Bowen +7 · 2 voices · 2 citations
   Computer Science · #Databases (cs.DB) #Distributed #FOS: Computer and information sciences #Parallel #Performance (cs.PF) #and Cluster Computing (cs.DC) #cs.DB #cs.DC #cs.PF
5. The Tensor Data Platform: Towards an AI-centric Database System
   2022/11/04 by Apurva Gandhi, Gandhi, Apurva, Yuki Asada +15 · 3 citations
   Computer Science · #Data Management and Algorithms #Databases (cs.DB) #FOS: Computer and information sciences #Graph Theory and Algorithms #Machine Learning (cs.LG) #Parallel Computing and Optimization Techniques
6. A Tensor Compiler for Unified Machine Learning Prediction Serving
   2020/10/09 by Supun Nakandala, Nakandala, Supun, Karla Saur +11 · 1 citation
   Computer Science · #Advanced Neural Network Applications #Computational Physics and Python Applications #FOS: Computer and information sciences #Machine Learning (cs.LG) #Parallel Computing and Optimization Techniques
7. Towards Geo-Distributed Machine Learning
   2016/03/30 by Ignacio Cano, Cano, Ignacio, Markus Weimer +7 · 1 citation
   Computer Science · Decision Sciences · #Cloud Computing and Resource Management #Distributed #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Parallel #Privacy-Preserving Technologies in Data #Scientific Computing and Data Management #and Cluster Computing (cs.DC)
8. XTable in Action: Seamless Interoperability in Data Lakes
   2024/01/17 by Ashvin Agrawal, Tim Brown, Agrawal, Ashvin +11 · 1 citation
   Decision Sciences · Computer Science · #Data Quality and Management #Scientific Computing and Data Management #Advanced Data Storage Technologies