9 papers presented at the 48th International Conference on Very Large Databases (VLDB)
The following papers by students from the Systems group or in collaboration with others groups were presented at the 48th International Conference on Very Large Databases (external pageVLDB) which took place in Sydney, Australia (and hybrid) - September 05-09, 2022.
Evaluating Query Languages and Systems for High-Energy Physics Data Dan Graur (ETH Zurich), Ingo Müller (Google), Mason Proffitt (University of Washington), Ghislain Fourny (ETH Zürich), Gordon T. Watts (University of Washington), Gustavo Alonso (ETHZ)
xFraud: Explainable Fraud Transaction Detection Susie Xi Rao (ETH), Shuai Zhang (ETH Zurich), Zhichao Han (Ebay), Zitao Zhang (eBay), Wei Min (ebay), Zhiyao Chen (eBay), Yinan Shan (Ebay), Yang Zhao (Ebay), Ce Zhang (ETH)
Modularis: Modular Relational Analytics over Heterogeneous Distributed Platforms Dimitrios Koutsoukos (ETHZ), Ingo Müller (Google), Renato Marroquín (Oracle Labs), Ana Klimovic (ETH Zurich), Gustavo Alonso (ETHZ)
BAGUA: Scaling up Distributed Learning with System Relaxations Shaoduo Gan (ETH Zurich)*, Xiangru Lian (University of Rochester), Rui Wang (Kuaishou Technology), Jianbin Chang (Kuaishou Technology), Chengjun Liu (Kuaishou Technology), Hongmei Shi (Kuaishou Technology), Shengzhuo Zhang (Kuaishou Technology), Xianghong Li (Kuaishou Technology), Tengxu Sun (Kuaishou Technology), Jiawei Jiang (Wuhan University), Binhang Yuan (ETH Zurich), Sen Yang (Kwai Inc.), Ji Liu (Kwai Inc.), Ce Zhang (ETH)
Hardware Acceleration of Compression and Encryption in SAP HANA Monica Chiosa (ETH Zurich), Fabio Maschi (ETHZ), Ingo Müller (Google), Gustavo Alonso (ETHZ), Norman May (SAP SE) - Best Industry Paper
Hyper-Tune: Towards Efficient Hyper-parameter Tuning at Scale Yang Li (Peking University)*, Yu Shen (Peking University), Huaijun Jiang (Peking University), Wentao Zhang (Peking University), Jixiang Li (Kuaishou Inc.), Ji Liu (Kwai Inc.), Ce Zhang (ETH), Bin Cui (Peking University)
Federated Matrix Factorization with Privacy Guarantee Zitao Li (Purdue University), Bolin Ding (Data Analytics and Intelligence Lab, Alibaba Group), Ce Zhang (ETH), Ninghui Li (Purdue University), Jingren Zhou (Alibaba Group)
WindTunnel: Towards Differentiable ML Pipelines Beyond a Single Model Gyeong-in Yu (Seoul National University), Saeed Amizadeh (Microsoft), Sehoon Kim (University of California, Berkeley), Artidoro Pagnoni (Carnegie Mellon University), Ce Zhang (ETH), Byung-gon Chun (Seoul National University), Markus Weimer (Microsoft), Matteo Interlandi (Microsoft)
Hyper-Tune: Towards Efficient Hyper-parameter Tuning at Scale Yang Li (Peking University), Yu Shen (Peking University), Huaijun Jiang (Peking University), Wentao Zhang (Peking University), Jixiang Li (Kuaishou Inc.), Ji Liu (Kwai Inc.), Ce Zhang (ETH), Bin Cui (Peking University)