ICDE 2024 Industry and Application Papers

Accepted Industry and Application Papers

Thuesday May 14th, 2024 @ 10:15

Cloud Database Systems [In Theater 2, Chair: Renata Borovica-Gajic]

Invited Talk: Vector Search and Databases
Yannis Papakonstantinou (Google)
GaussDB-Global: A Geographically Distributed Database System
Puya Memarzia (Huawei); Huaxin Zhang (Huawei Canada Ltd.); Kelvin Ho (Huawei Canada Technologies Inc.); Ronen Grosman (Huawei); Jiang Wang (Huawei)
Towards a Shared-storage-based Serverless Database Achieving Seamless Scale-up and Read Scale-out
Yingqiang Zhang (Alibaba Group); xinjun Yang (Alibaba Group); Hao Chen (Alibaba Group ); Feifei Li (Alibaba Group); jiawei xu (Alibaba Group); Jie Zhou (Alibaba); Xudong Wu (Alibaba Group); Qiang Zhang (Alibaba Cloud)
Optimized Locking in SQL Azure
Chaitanya Sreenivas Ravella (Microsoft); Prashanth Purnananda (Microsoft); Hanuma Kodavalla (Microsoft); Peter Byrne (Microsoft); Adrian-Leonard Radu (Microsoft); Wayne Chen (Microsoft); Srikanth Sampath (Microsoft); Naga Bhavana Atluri (Microsoft); Srinag Rao (Microsoft); Priyanka A Kakade (Microsoft)
Separation Is for Better Reunion: Data Lake Storage at Huawei
Xin Tang (University of Wisconsin-Madison); Chengliang Chai (Beijing Institute of Technology)*; Dawei Zhao (Huawei); Haohai Ma (Huawei); Yong Zheng (Huawei); Zhenyong Fan (Huawei); Xin Wu (Huawei); Jiaquan Zhang (HW); Rui Zhang (HW); Duanshun Li (HW); Yi He (HW); Keji Huang (Huawei); Guangbin Meng (Huawei); Yidong Wang (Huawei); Yuefeng Zhou (Huawei); Tao Tao (China Mobile); Lirong Jian (Hashdata); Jiwu Shu (Tsinghua); Yu-Ping Wang (Beijing Institute of Technology); Ye Yuan ( Beijing Institute of Technology); Guoren Wang (Beijing Institute of Technology); Guoliang Li (Tsinghua University)

Tuesday May 14th, 2024 @ 16:21

Machine Learning and Data Science [In Theater 2, Chair: Essam Mansour]

Invited Talk: From Truck to Racecar: Revving up Transactional Throughput 1000x in an Analytical Engine
Jonathan Dees (Snowflake)
Deep Learning with Spatiotemporal Data: A Deep Dive into GeotorchAI
Kanchan Chowdhury (Arizona State University); Mohamed Sarwat (Wherobots Inc.)
DataLore: can LLM find all lost scrolls in a data repository?
Yuze Lou (University of Michigan); Chuan Lei (Amazon Web Services); Xiao Qin (Amazon); Zichen Wang (Amazon); Christos Faloutsos (Amazon); Rishita Anubhai (Amazon AWS AI); Huzefa Rangwala (George Mason University)
ETUDE - Evaluating the Inference Latency of Session-Based Recommendation Models at Scale
Barrie Kersbergen (bol.com); Olivier Sprangers (University of Amsterdam); Frank Kootte (bol.com); Shubha Guha (University of Amsterdam); Maarten de Rijke (University of Amsterdam); Sebastian Schelter (University of Amsterdam)
CoachLM: Automatic Instruction Revisions Improve the Data Quality in LLM Instruction Tuning
Yilun Liu (Huawei); Shimin Tao (Huawei); Xiaofeng Zhao (Huawei); Ming Zhu (Huawei); Wenbing Ma (Huawei); Junhao Zhu (Huawei); Chang Su (Huawei); Yutai Hou (Huawei); Miao Zhao (Huawei); Min Zhang (Huawei); Hongxia Ma (Huawei); Li Zhang (Huawei); Hao Yang (Huawei); Yanfei Jiang (Huawei)

Wednesday May 15th, 2024 @ 10:00

Infrastructure for Machine Learning [In Theater 2, Chair: Peter Boncz]

Invited Talk: Deletion Vectors: No-Regrets Row-Level Updates in Delta Lake
Bart Samwel (Databricks)
GaussML: An End-to-End In-database Machine Learning System
Guoliang Li (Tsinghua University); Ji Sun (Huawei); Lijie Xu (ETH Zurich); Shifu Li (Huawei); Jiang Wang (Huawei); Wen Nie (Huawei)
Xorbits: Automating Operator Tiling for Distributed Data Science
Weizheng Lu (Renmin University of China); Kaisheng He (Xorbits Inc.); Xuye Qin (Xorbits Inc.); Chengjie Li (Xorbits Inc.); Zhong Wang (Xorbits); Tao Yuan (China Communications Information Technology Group Co. , Ltd); Feng Zhang (Renmin University of China); Yueguo Chen (Renmin University of China); Xiaoyong Du (Renmin University of China)
Couler: Unified Machine Learning Workflow Optimization in Cloud
Xiaoda Wang (Sichuan University); Yuan Tang (Uptake Technologies); Tengda Guo (Sichuan University); Jian Sha (AntGroup); Bo Sang (AntGroup); jingji wu (AntGroup); Ke Zhang (Ant Group); Jiang Qian (Snap); Mingjie Tang (Sichuan University)*
AntDT: A Self-Adaptive Distributed Training Framework for Leader and Straggler Nodes
Youshao Xiao (Ant Group); Lin Ju (Ant Group); Zhenglei Zhou (Ant Group); Siyuan Li (Ant Group); Zhaoxin Huan (Ant Financial Services Group); Dalong Zhang (Ant Group); Rujie Jiang (Ant Group); Lin Wang (Ant Group); Xiaolu Zhang (Ant Financial Services Group); Lei Liang (Ant Group); Jun Zhou (Ant Financial)

Wednesday May 15th, 2024 @ 17:00

Query Performance [In Theater 2, Chair: Peter Boncz]

Invited Talk: How I Learned to Stop Worrying About Benchmarks
Hannes Muhleisen (DuckDB Labs)
Addressing the Nested Data Processing Gap: JSONiq Queries on Snowflake through Snowpark
Dan Graur (ETH Zurich); Remo Röthlisberger (ETH Zürich); Adrian Jenny (ETH Zurich); Ghislain Fourny (ETH Zurich); Filip Drozdowski (Snowflake); Choden Konigsmark (Snowflake); Ingo Müller (ETH Zurich); Gustavo Alonso (ETHZ)
Bwe-tree: an Evolution of Bw-tree on Fast Storage
Rui Wang (Alibaba Group); xinjun Yang (Alibaba Group); Feifei Li (Alibaba Group); David B Lomet (retired); Xin Liu (Alibaba Inc); panfeng zhou (Alibaba); Yongxiang Chen (Alibaba Group); David Zhang (Alibaba Group); Jingren Zhou (Alibaba Group); Jiesheng Wu (Alibaba)
Resource Allocation with Service Affinity in Large-Scale Cloud Environments
Zuzhi Chen (ByteDance Inc.); Fuxin Jiang (ByteDance Inc.); Binbin Chen ( ByteDance Inc.); Yu Li (Bytedance.Inc); Yunkai Zhang (UC Berkeley); Tieying Zhang (Bytedance); Chao Huang (ByteDance Inc.); Rui Yang (ByteDance Inc.); Fan Jiang (ByteDance Inc.); Jianjun Chen (Bytedance); Wu Xiang (ByteDance Inc.); Guozhu Cheng (ByteDance Inc.); Rui Shi (ByteDance Inc.); Ning Ma (Xi'an Jiaotong University); Wei Zhang (South China University of Technology)
Online Index Recommendation for Slow Queries
Gan Peng (East China Normal University); Peng Cai (East China Normal University); Kaikai Ye (East China Normal University); Kai Li (Meituan); Jinlong Cai (Meituan); Yufeng Shen (Meituan); Han Su (Meituan); Weiyuan Xu (Meituan)

Thursday May 16th, 2024 @ 13:15

Tuning and Industrial Applications [In Theater 2, Chair: Yingqiang Zhang]

On Tuning Raft for IoT Workload in Apache IoTDB
Tian Jiang (Tsinghua University); Xiangdong Huang (Tsinghua University); Shaoxu Song (Tsinghua University); Chen Wang (Timecho Limited); Jianmin Wang ("Tsinghua University, China")
Enabling Roll-up and Drill-down Operations in News Exploration with Knowledge Graphs for Due Diligence and Risk Management
Sha Wang (Singapore Management University); Yuchen Li (Singapore Management University); Hanhua Xiao (Singapore Management University); Zhifeng Bao (RMIT University); Lambert Deng (DBS); Yanfei Dong (PayPal)
Multifaceted Reformulations for Null \& Low queries and its parallelism with Counterfactuals
Jayanth Yetukuri (UC Santa Cruz); yuyan wang (ebay); Ishita K Khan (ebay); liyang hao (ebay); zhe wu (ebay); Yang Liu (UC Santa Cruz)
An Effective, Efficient, and Stable Framework for Query Clustering
Liuqing Li (Yahoo!); Chang Lu (Stevens Institute of Technology); Donghyun Kim (Yahoo!); Xinyue Wang (Yahoo!); Rao Shen (Yahoo!)
A Framework for Continuous kNN Ranking of EV Chargers with Estimated Components
Soteris Constantinou (University of Cyprus); Constantinos Costa (Rinnoco Ltd); Andreas Konstantinidis (Frederick University); Mohamed Mokbel (University of Minnesota - Twin Cities); Demetrios Zeinalipour-Yazti (University of Cyprus)