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ORCIDProceedings of the VLDB Endowment, Volume 17
Volume 17, Number 1, 2023
- Meihui Zhang, Cyrus Shahabi:
Front Matter. - Bolong Zheng, Yongyong Gao, Jingyi Wan, Lingsen Yan, Long Hu, Bo Liu, Yunjun Gao, Xiaofang Zhou, Christian S. Jensen:
DecLog: Decentralized Logging in Non-Volatile Memory for Time Series Database Systems. 1-14 - Fangyuan Zhang, Mengxu Jiang, Sibo Wang:
Efficient Dynamic Weighted Set Sampling and Its Extension. 15-27 - Yiming Lin
, Sharad Mehrotra:
ZIP: Lazy Imputation during Query Processing. 28-40 - Xunkai Li, Zhengyu Wu, Wentao Zhang, Yinlin Zhu, Ronghua Li, Guoren Wang:
FedGTA: Topology-aware Averaging for Federated Graph Learning. 41-50 - Xueqin Chang, Xiangyu Ke, Lu Chen, Congcong Ge, Ziheng Wei, Yunjun Gao:
Host Profit Maximization: Leveraging Performance Incentives and User Flexibility. 51-64 - Shweta Patwa, Danyu Sun, Amir Gilad, Ashwin Machanavajjhala, Sudeepa Roy:
DP-PQD: Privately Detecting Per-Query Gaps In Synthetic Data Generated By Black-Box Mechanisms. 65-78
Volume 17, Number 2, 2023
- Meihui Zhang, Cyrus Shahabi:
Front Matter. - Ruidi Wei, Florian Kerschbaum:
Cryptographically Secure Private Record Linkage Using Locality-Sensitive Hashing. 79-91 - Simran Arora, Brandon Yang, Sabri Eyuboglu, Avanika Narayan, Andrew Hojel, Immanuel Trummer, Christopher Ré:
Language Models Enable Simple Systems for Generating Structured Views of Heterogeneous Data Lakes. 92-105 - Jinyang Li, Yuval Moskovitch, Julia Stoyanovich, H. V. Jagadish:
Query Refinement for Diversity Constraint Satisfaction. 106-118 - Zhaoheng Li, Pranav Gor, Rahul Prabhu, Hui Yu, Yuzhou Mao, Yongjoo Park:
ElasticNotebook: Enabling Live Migration for Computational Notebooks. 119-133 - Xinyu Zeng, Yulong Hui, Jiahong Shen, Andrew Pavlo, Wes McKinney, Huanchen Zhang:
An Empirical Evaluation of Columnar Storage Formats. 148-161 - Yichao Yuan, Haojie Ye, Sanketh Vedula, Wynn Kaza, Nishil Talati:
Everest: GPU-Accelerated System For Mining Temporal Motifs. 162-174 - Xueyi Wu, Yuanyuan Xu, Wenjie Zhang, Ying Zhang:
Billion-Scale Bipartite Graph Embedding: A Global-Local Induced Approach. 175-183 - Wangze Ni, Pengze Chen, Lei Chen, Peng Cheng, Chen Zhang, Xuemin Lin:
Utility-aware Payment Channel Network Rebalance. 184-196 - Pengfei Li, Wenqing Wei, Rong Zhu, Bolin Ding, Jingren Zhou, Hua Lu:
ALECE: An Attention-based Learned Cardinality Estimator for SPJ Queries on Dynamic Workloads. 197-210 - Haojun Xia, Zhen Zheng, Yuchao Li, Donglin Zhuang, Zhongzhu Zhou, Xiafei Qiu, Yong Li, Wei Lin, Shuaiwen Leon Song:
Flash-LLM: Enabling Low-Cost and Highly-Efficient Large Generative Model Inference With Unstructured Sparsity. 211-224 - Heidi Howard, Fritz Alder, Edward Ashton, Amaury Chamayou, Sylvan Clebsch, Manuel Costa, Antoine Delignat-Lavaud, Cédric Fournet, Andrew Jeffery, Matthew Kerner, Fotios Kounelis, Markus A. Kuppe, Julien Maffre, Mark Russinovich, Christoph M. Wintersteiger:
Confidential Consortium Framework: Secure Multiparty Applications with Confidentiality, Integrity, and High Availability. 225-240 - Sijing Duan, Feng Lyu, Xin Zhu, Yi Ding, Haotian Wang, Desheng Zhang, Xue Liu, Yaoxue Zhang, Ju Ren:
VeLP: Vehicle Loading Plan Learning from Human Behavior in Nationwide Logistics System. 241-249 - Aaditya Naik, Aalok Thakkar, Adam Stein, Rajeev Alur, Mayur Naik:
Relational Query Synthesis ⋈ Decision Tree Learning. 250-263
Volume 17, Number 3, November 2023
- Meihui Zhang, Cyrus Shahabi:
Front Matter. - Feng Yao, Qian Tao, Wenyuan Yu, Yanfeng Zhang, Shufeng Gong, Qiange Wang, Ge Yu, Jingren Zhou:
RAGraph: A Region-Aware Framework for Geo-Distributed Graph Processing. 264-277 - Qiuru Lin, Sai Wu, Junbo Zhao, Jian Dai, Meng Shi, Gang Chen, Feifei Li:
SmartLite: A DBMS-based Serving System for DNN Inference in Resource-constrained Environments. 278-291 - Shiwen Wu, Qiyu Wu, Honghua Dong, Wen Hua, Xiaofang Zhou:
Blocker and Matcher Can Mutually Benefit: A Co-Learning Framework for Low-Resource Entity Resolution. 292-304 - Yihao Ang, Qiang Huang, Yifan Bao, Anthony K. H. Tung, Zhiyong Huang:
TSGBench: Time Series Generation Benchmark. 305-318 - Wieger R. Punter, Odysseas Papapetrou, Minos N. Garofalakis:
OmniSketch: Efficient Multi-Dimensional High-Velocity Stream Analytics with Arbitrary Predicates. 319-331 - Kai Hiu Chung, Alexander Zhou, Yue Wang, Lei Chen:
Maximum Balanced (k, ε)-Bitruss Detection in Signed Bipartite Graph. 332-344 - Xiao Li, Huan Li, Hua Lu, Christian S. Jensen, Varun Pandey, Volker Markl:
Missing Value Imputation for Multi-attribute Sensor Data Streams via Message Propagation. 345-358 - Yuhang Chen, Chaoyun Zhang, Minghua Ma, Yudong Liu, Ruomeng Ding, Bowen Li, Shilin He, Saravan Rajmohan, Qingwei Lin, Dongmei Zhang:
ImDiffusion: Imputed Diffusion Models for Multivariate Time Series Anomaly Detection. 359-372 - Dajun Sun, Wei Dong, Ke Yi:
Confidence Intervals for Private Query Processing. 373-385 - Zhiyu Liang, Jianfeng Zhang, Chen Liang, Hongzhi Wang, Zheng Liang, Lujia Pan:
A Shapelet-based Framework for Unsupervised Multivariate Time Series Representation Learning. 386-399 - Letong Wang, Xiangyun Ding, Yan Gu, Yihan Sun:
Fast and Space-Efficient Parallel Algorithms for Influence Maximization. 400-413 - Yile Chen, Gao Cong, Cuauhtemoc Anda:
TERI: An Effective Framework for Trajectory Recovery with Irregular Time Intervals. 414-426 - Yuhan Chen, Haojie Ye, Sanketh Vedula, Alex M. Bronstein, Ronald G. Dreslinski, Trevor N. Mudge, Nishil Talati:
Demystifying Graph Sparsification Algorithms in Graph Properties Preservation. 427-440 - Jiashen Cao, Rathijit Sen, Matteo Interlandi, Joy Arulraj, Hyesoon Kim:
GPU Database Systems Characterization and Optimization. 441-454 - Chaoyi Chen, Dechao Gao, Yanfeng Zhang, Qiange Wang, Zhenbo Fu, Xuecang Zhang, Junhua Zhu, Yu Gu, Ge Yu:
NeutronStream: A Dynamic GNN Training Framework with Sliding Window for Graph Streams. 455-468 - Joshua Hildred, Michael Abebe, Khuzaima Daudjee:
Caerus: Low-Latency Distributed Transactions for Geo-Replicated Systems. 469-482 - Aoqian Zhang, Shuqing Deng, Dongping Cui, Ye Yuan, Guoren Wang:
An Experimental Evaluation of Anomaly Detection in Time Series. 483-496 - Mukul Singh, José Cambronero, Sumit Gulwani, Vu Le, Carina Negreanu, Elnaz Nouri, Mohammad Raza, Gust Verbruggen:
FormaT5: Abstention and Examples for Conditional Table Formatting with Natural Language. 497-510 - Manuel Schönberger, Immanuel Trummer, Wolfgang Mauerer:
Quantum-Inspired Digital Annealing for Join Ordering. 511-524 - Mashaal Musleh, Mohamed F. Mokbel:
KAMEL: A Scalable BERT-based System for Trajectory Imputation. 525-538 - Xinyi Zhang, Hong Wu, Yang Li, Zhengju Tang, Jian Tan, Feifei Li, Bin Cui:
An Efficient Transfer Learning Based Configuration Adviser for Database Tuning. 539-552 - Adrien Petralia, Philippe Charpentier, Themis Palpanas:
ADF & TransApp: A Transformer-Based Framework for Appliance Detection Using Smart Meter Consumption Series. 553-562 - Sarah Wooders, Xiangxi Mo, Amit Narang, Kevin Lin, Ion Stoica, Joseph M. Hellerstein, Natacha Crooks, Joseph E. Gonzalez:
RALF: Accuracy-Aware Scheduling for Feature Store Maintenance. 563-576 - Kaisong Huang, Tianzheng Wang, Qingqing Zhou, Qingzhong Meng:
The Art of Latency Hiding in Modern Database Engines. 577-590 - Mohammad Matin Najafi, Chenhao Ma, Xiaodong Li, Reynold Cheng, Laks V. S. Lakshmanan:
MOSER: Scalable Network Motif Discovery using Serial Test. 591-603 - Dongxiang Zhang, Teng Ma, Junnan Hu, Yijun Bei, Kian-Lee Tan, Gang Chen:
Co-movement Pattern Mining from Videos. 604-616
Volume 17, Number 4, December 2023
- Meihui Zhang, Cyrus Shahabi:
Front Matter. - Qian Ge, Yu Liu, Yinghao Zhao, Yuetian Sun, Lei Zou, Yuxing Chen, Anqun Pan:
Efficient and Accurate SimRank-based Similarity Joins: Experiments, Analysis, and Improvement. 617-629 - Wentao Li, Maolin Cai, Min Gao, Dong Wen, Lu Qin, Wei Wang:
Expanding Reverse Nearest Neighbors. 630-642 - Fuheng Zhao, Divyakant Agrawal, Amr El Abbadi, Ahmed Metwally, Claire Mathieu, Michel de Rougemont:
Errata for "SpaceSaving±: An Optimal Algorithm for Frequency Estimation and Frequent Items in the Bounded-Deletion Model". 643 - Tarique Siddiqui, Vivek R. Narasayya, Marius Dumitru, Surajit Chaudhuri:
Cache-Efficient Top-k Aggregation over High Cardinality Large Datasets. 644-656 - Xin-Wei Cai, Xiangyu Ke, Kai Wang, Lu Chen, Tianming Zhang, Qing Liu, Yunjun Gao:
Efficient Temporal Butterfly Counting and Enumeration on Temporal Bipartite Graphs. 657-670 - Tianxiong Zhong, Zhiwei Zhang, Guo Lu, Ye Yuan, Yu-Ping Wang, Guoren Wang:
TVM: A Tile-based Video Management Framework. 671-684 - Yi Zhang, Jan Deriu, George Katsogiannis-Meimarakis, Catherine Kosten, Georgia Koutrika, Kurt Stockinger:
ScienceBenchmark: A Complex Real-World Benchmark for Evaluating Natural Language to SQL Systems. 685-698 - Lu Chen, Chengfei Liu, Rui Zhou, Kewen Liao, Jiajie Xu, Jianxin Li:
Densest Multipartite Subgraph Search in Heterogeneous Information Networks. 699-711 - Kabir Nagrecha, Arun Kumar:
Saturn: An Optimized Data System for Multi-Large-Model Deep Learning Workloads. 712-725 - Miao Cai, Junru Shen, Yifan Yuan, Zhihao Qu, Baoliu Ye:
BonsaiKV: Towards Fast, Scalable, and Persistent Key-Value Stores with Tiered, Heterogeneous Memory System. 726-739 - Silvan Reiner, Michael Grossniklaus:
Sample-Efficient Cardinality Estimation Using Geometric Deep Learning. 740-752 - Kai Zhao, Chenjuan Guo, Yunyao Cheng, Peng Han, Miao Zhang, Bin Yang:
Multiple Time Series Forecasting with Dynamic Graph Modeling. 753-765 - Yunyao Cheng, Peng Chen, Chenjuan Guo, Kai Zhao, Qingsong Wen, Bin Yang, Christian S. Jensen:
Weakly Guided Adaptation for Robust Time Series Forecasting. 766-779 - Rui Yang, Evgenios M. Kornaropoulos, Yue Cheng:
Algorithmic Complexity Attacks on Dynamic Learned Indexes. 780-793 - Jiaqi Zhu, Shaofeng Cai, Fang Deng, Beng Chin Ooi, Wenqiao Zhang:
METER: A Dynamic Concept Adaptation Framework for Online Anomaly Detection. 794-807 - Hailin Zhang, Penghao Zhao, Xupeng Miao, Yingxia Shao, Zirui Liu, Tong Yang, Bin Cui:
Experimental Analysis of Large-scale Learnable Vector Storage Compression. 808-822 - Yue Zhao, Zhaodonghui Li, Gao Cong:
A Comparative Study and Component Analysis of Query Plan Representation Techniques in ML4DB Studies. 823-835 - Zeyang Zhuang, Penghui Li, Pingchuan Ma, Wei Meng, Shuai Wang:
Testing Graph Database Systems via Graph-Aware Metamorphic Relations. 836-848 - Tianji Cong, Madelon Hulsebos, Zhenjie Sun, Paul Groth, H. V. Jagadish:
Observatory: Characterizing Embeddings of Relational Tables. 849-862 - Taeyoon Kim, Chanho Park, Mansur Mukimbekov, Heelim Hong, Minseok Kim, Ze Jin, Changdae Kim, Ji-Yong Shin, Myeongjae Jeon:
FusionFlow: Accelerating Data Preparation for Machine Learning with Hybrid CPU-GPU Processing. 863-876 - Hubert Mohr-Daurat, Xuan Sun, Holger Pirk:
BOSS - An Architecture for Database Kernel Composition. 877-890 - Xiangyu Zhi, Xiao Yan, Bo Tang, Ziyao Yin, Yanchao Zhu, Minqi Zhou:
CoroGraph: Bridging Cache Efficiency and Work Efficiency for Graph Algorithm Execution. 891-903 - Audrey Cheng, Jack Waudby, Hugo Firth, Natacha Crooks, Ion Stoica:
Mammoths Are Slow: The Overlooked Transactions of Graph Data. 904-911 - Enyuan Zhou, Song Guo, Zicong Hong, Christian S. Jensen, Yang Xiao, Dalin Zhang, Jinwen Liang, Qingqi Pei:
VeriDKG: A Verifiable SPARQL Query Engine for Decentralized Knowledge Graphs. 912-925
Volume 17, Number 5, January 2024
- Meihui Zhang, Cyrus Shahabi:
Front Matter. - Lianggui Weng, Rong Zhu, Di Wu, Bolin Ding, Bolong Zheng, Jingren Zhou:
Eraser: Eliminating Performance Regression on Learned Query Optimizer. 926-938 - Chao Zhang, Guoliang Li, Tao Lv:
HyBench: A New Benchmark for HTAP Databases. 939-951 - Ki Hyun Tae, Hantian Zhang, Jaeyoung Park, Kexin Rong, Steven Euijong Whang:
Falcon: Fair Active Learning using Multi-armed Bandits. 952-965 - Honghu Wu, Xiangrong Zhu, Wei Hu:
A Blockchain System for Clustered Federated Learning with Peer-to-Peer Knowledge Transfer. 966-979 - Rong Zhu, Lianggui Weng, Wenqing Wei, Di Wu, Jiazhen Peng, Yifan Wang, Bolin Ding, Defu Lian, Bolong Zheng, Jingren Zhou:
PilotScope: Steering Databases with Machine Learning Drivers. 980-993 - Yishuai Li, Yunfeng Zhu, Chao Shi, Guanhua Zhang, Jianzhong Wang, Xiaolu Zhang:
Timestamp as a Service, not an Oracle. 994-1006 - Junjie Xing, Xinyu Wang, H. V. Jagadish:
Data-Driven Insight Synthesis for Multi-Dimensional Data. 1007-1019 - Naili Xing, Shaofeng Cai, Gang Chen, Zhaojing Luo, Beng Chin Ooi, Jian Pei:
Database Native Model Selection: Harnessing Deep Neural Networks in Database Systems. 1020-1033 - Kaiyu Chen, Dong Wen, Wenjie Zhang, Ying Zhang, Xiaoyang Wang, Xuemin Lin:
Querying Structural Diversity in Streaming Graphs. 1034-1046 - Xiangyang Gou, Xinyi Ye, Lei Zou, Jeffrey Xu Yu:
LM-SRPQ: Efficiently Answering Regular Path Query in Streaming Graphs. 1047-1059 - Shihong Gao, Yiming Li, Yanyan Shen, Yingxia Shao, Lei Chen:
ETC: Efficient Training of Temporal Graph Neural Networks over Large-scale Dynamic Graphs. 1060-1072 - Chenyuan Wu, Mohammad Javad Amiri, Haoyun Qin, Bhavana Mehta, Ryan Marcus, Boon Thau Loo:
Towards Full Stack Adaptivity in Permissioned Blockchains. 1073-1080 - Jindong Han, Weijia Zhang, Hao Liu, Tao Tao, Naiqiang Tan, Hui Xiong:
BigST: Linear Complexity Spatio-Temporal Graph Neural Network for Traffic Forecasting on Large-Scale Road Networks. 1081-1090 - Xinhao Min, Kai Lu, Pengyu Liu, Jiguang Wan, Changsheng Xie, Daohui Wang, Ting Yao, Huatao Wu:
SepHash: A Write-Optimized Hash Index On Disaggregated Memory via Separate Segment Structure. 1091-1104 - Dahai Tang, Jiali Wang, Rong Chen, Lei Wang, Wenyuan Yu, Jingren Zhou, Kenli Li:
XGNN: Boosting Multi-GPU GNN Training via Global GNN Memory Store. 1105-1118 - Youming Tao, Cheng-Long Wang, Miao Pan, Dongxiao Yu, Xiuzhen Cheng, Di Wang:
Communication Efficient and Provable Federated Unlearning. 1119-1131 - Dawei Gao, Haibin Wang, Yaliang Li, Xiuyu Sun, Yichen Qian, Bolin Ding, Jingren Zhou:
Text-to-SQL Empowered by Large Language Models: A Benchmark Evaluation. 1132-1145 - Anh L. Mai, Pengyu Wang, Azza Abouzied, Matteo Brucato, Peter J. Haas, Alexandra Meliou:
Scaling Package Queries to a Billion Tuples via Hierarchical Partitioning and Customized Optimization. 1146-1158
Volume 17, Number 6, February 2024
- Yuhao Deng, Chengliang Chai, Lei Cao, Nan Tang, Jiayi Wang, Ju Fan, Ye Yuan, Guoren Wang:
MisDetect: Iterative Mislabel Detection using Early Loss. 1159-1172 - Wenfei Fan, Muyang Liu, Shuhao Liu, Chao Tian:
Capturing More Associations by Referencing External Graphs. 1173-1186 - Longlong Lin, Pingpeng Yuan, Rong-Hua Li, Chunxue Zhu, Hongchao Qin, Hai Jin, Tao Jia:
QTCS: Efficient Query-Centered Temporal Community Search. 1187-1199 - Jie Fu, Qingqing Ye, Haibo Hu, Zhili Chen, Lulu Wang, Kuncan Wang, Xun Ran:
DPSUR: Accelerating Differentially Private Stochastic Gradient Descent Using Selective Update and Release. 1200-1213 - Alexander Erben, Ruben Mayer, Hans-Arno Jacobsen:
How Can We Train Deep Learning Models Across Clouds and Continents? An Experimental Study. 1214-1226 - Jeongmin Brian Park, Vikram Sharma Mailthody, Zaid Qureshi, Wen-Mei Hwu:
Accelerating Sampling and Aggregation Operations in GNN Frameworks with GPU Initiated Direct Storage Accesses. 1227-1240 - Hao Yuan, Yajiong Liu, Yanfeng Zhang, Xin Ai, Qiange Wang, Chaoyi Chen, Yu Gu, Ge Yu:
Comprehensive Evaluation of GNN Training Systems: A Data Management Perspective. 1241-1254 - Tsz Nam Chan, Rui Zang, Bojian Zhu, Leong Hou U, Dingming Wu, Jianliang Xu:
LION: Fast and High-Resolution Network Kernel Density Visualization. 1255-1268 - Zitao Li, Bolin Ding, Liuyi Yao, Yaliang Li, Xiaokui Xiao, Jingren Zhou:
Performance-Based Pricing of Federated Learning via Auction. 1269-1282 - Yiqun Diao, Yutong Yang, Qinbin Li, Bingsheng He, Mian Lu:
OEBench: Investigating Open Environment Challenges in Real-World Relational Data Streams. 1283-1296 - Jiadong Xie, Zehua Chen, Deming Chu, Fan Zhang, Xuemin Lin, Zhihong Tian:
Influence Maximization via Vertex Countering. 1297-1309 - Tingting Wang, Shixun Huang, Zhifeng Bao, J. Shane Culpepper, Volkan Dedeoglu, Reza Arablouei:
Optimizing Data Acquisition to Enhance Machine Learning Performance. 1310-1323 - Xin Chen, Jieming Shi, You Peng, Wenqing Lin, Sibo Wang, Wenjie Zhang:
Minimum Strongly Connected Subgraph Collection in Dynamic Graphs. 1324-1336 - Junhao Zhu, Yuren Mao, Lu Chen, Congcong Ge, Ziheng Wei, Yunjun Gao:
FusionQuery: On-demand Fusion Queries over Multi-source Heterogeneous Data. 1337-1349 - David Justen, Daniel Ritter, Campbell Fraser, Andrew Lamb, Nga Tran, Allison Lee, Thomas Bodner, Mhd Yamen Haddad, Steffen Zeuch, Volker Markl, Matthias Boehm:
POLAR: Adaptive and Non-invasive Join Order Selection via Plans of Least Resistance. 1350-1363 - Zhiyuan Li, Xun Jian, Yue Wang, Yingxia Shao, Lei Chen:
DAHA: Accelerating GNN Training with Data and Hardware Aware Execution Planning. 1364-1376 - Ziyi Lu, Qiang Cao, Hong Jiang, Yuxing Chen, Jie Yao, Anqun Pan:
FluidKV: Seamlessly Bridging the Gap between Indexing Performance and Memory-Footprint on Ultra-Fast Storage. 1377-1390 - Vraj Shah, Thomas J. Parashos, Arun Kumar:
How do Categorical Duplicates Affect ML? A New Benchmark and Empirical Analyses. 1391-1404 - Pengjie Cui, Haotian Liu, Bo Tang, Ye Yuan:
CGgraph: An Ultra-fast Graph Processing System on Modern Commodity CPU-GPU Co-processor. 1405-1417 - Xinyu Chen, Jiannan Tian, Ian Beaver, Cynthia Freeman, Yan Yan, Jianguo Wang, Dingwen Tao:
FCBench: Cross-Domain Benchmarking of Lossless Compression for Floating-point Data. 1418-1431 - Aaron Hurst, Daniel E. Lucani, Qi Zhang:
PairwiseHist: Fast, Accurate, and Space-Efficient Approximate Query Processing with Data Compression. 1432-1445 - Huayi Zhang, Binwei Yan, Lei Cao, Samuel Madden, Elke A. Rundensteiner:
MetaStore: Analyzing Deep Learning Meta-Data at Scale. 1446-1459 - Yangming Lv, Kai Zhang, Ziming Wang, Xiaodong Zhang, Rubao Lee, Zhenying He, Yinan Jing, X. Sean Wang:
RTScan: Efficient Scan with Ray Tracing Cores. 1460-1472 - Kezhao Huang, Haitian Jiang, Minjie Wang, Guangxuan Xiao, David Wipf, Xiang Song, Quan Gan, Zengfeng Huang, Jidong Zhai, Zheng Zhang:
FreshGNN: Reducing Memory Access via Stable Historical Embeddings for Graph Neural Network Training. 1473-1486 - Ying Zheng, Kian-Lee Tan:
Sorting on Byte-Addressable Storage: The Resurgence of Tree Structure. 1487-1500 - Xenofon Chatziliadis, Eleni Tzirita Zacharatou, Alphan Eracar, Steffen Zeuch, Volker Markl:
Efficient Placement of Decomposable Aggregation Functions for Stream Processing over Large Geo-Distributed Topologies. 1501-1514 - Jiamin Hou, Zhanhao Zhao, Zhouyu Wang, Wei Lu, Guodong Jin, Dong Wen, Xiaoyong Du:
AeonG: An Efficient Built-in Temporal Support in Graph Databases. 1515-1527
Volume 17, Number 7, March 2024
- Meihui Zhang, Cyrus Shahabi:
Front Matter. - Tao Yu, Zhaonian Zou, Weihua Sun, Yu Yan:
Refactoring Index Tuning Process with Benefit Estimation. 1528-1541 - Xunkai Li, Meihao Liao, Zhengyu Wu, Daohan Su, Wentao Zhang, Ronghua Li, Guoren Wang:
LightDiC: A Simple yet Effective Approach for Large-scale Digraph Representation Learning. 1542-1551 - Shulei Kuang, Honghui Yang, Zijing Tan, Shuai Ma:
Efficient Differential Dependency Discovery. 1552-1564 - Claude Lehmann, Pavel Sulimov, Kurt Stockinger:
Is Your Learned Query Optimizer Behaving As You Expect? A Machine Learning Perspective. 1565-1577 - Zhuoxing Zhang, Sebastian Link:
Mixed Covers of Keys and Functional Dependencies for Maintaining the Integrity of Data under Updates. 1578-1590 - Yuhao Deng, Yu Wang, Lei Cao, Lianpeng Qiao, Yuping Wang, Xu Jingzhe, Yizhou Yan, Samuel Madden:
Outlier Summarization via Human Interpretable Rules. 1591-1604 - Haitao Yuan, Gao Cong, Guoliang Li:
Nuhuo: An Effective Estimation Model for Traffic Speed Histogram Imputation on A Road Network. 1605-1617 - Deepak Ravikumar, Alex Yeo, Yiwen Zhu, Aditya Lakra, Harsha Nagulapalli, Santhosh Ravindran, Steve Suh, Niharika Dutta, Andrew Fogarty, Yoonjae Park, Sumeet Khushalani, Arijit Tarafdar, Kunal Parekh, Subru Krishnan:
Intelligent Pooling: Proactive Resource Provisioning in Large-scale Cloud Service. 1618-1627 - Yutong Ye, Xiang Lian, Mingsong Chen:
Efficient Exact Subgraph Matching via GNN-based Path Dominance Embedding. 1628-1641 - Zijia Wang, Haoran Liu, Chen Lin, Zhifeng Bao, Guoliang Li, Tianqing Wang:
Leveraging Dynamic and Heterogeneous Workload Knowledge to Boost the Performance of Index Advisors. 1642-1654 - Otmar Ertl:
UltraLogLog: A Practical and More Space-Efficient Alternative to HyperLogLog for Approximate Distinct Counting. 1655-1668 - Zengyang Gong, Yuxiang Zeng, Lei Chen:
Real-time Insertion Operator for Shared Mobility on Time-Dependent Road Networks. 1669-1682 - Dayi Fan, Rubao Lee, Xiaodong Zhang:
X-TED: Massive Parallelization of Tree Edit Distance. 1683-1696 - Wonseok Shin, Siwoo Song, Kunsoo Park, Wook-Shin Han:
Cardinality Estimation of Subgraph Matching: A Filtering-Sampling Approach. 1697-1709 - Qi Liang, Dian Ouyang, Fan Zhang, Jianye Yang, Xuemin Lin, Zhihong Tian:
Efficient Regular Simple Path Queries under Transitive Restricted Expressions. 1710-1722 - Shuhan Zhong, Sizhe Song, Weipeng Zhuo, Guanyao Li, Yang Liu, S.-H. Gary Chan:
A Multi-Scale Decomposition MLP-Mixer for Time Series Analysis. 1723-1736 - Haocheng Xia, Xiang Li, Junyuan Pang, Jinfei Liu, Kui Ren, Li Xiong:
P-Shapley: Shapley Values on Probabilistic Classifiers. 1737-1750 - Wenjia He, Ibrahim Sabek, Yuze Lou, Michael J. Cafarella:
Optimizing Video Selection LIMIT Queries With Commonsense Knowledge. 1751-1764 - Nan Huo, Reynold Cheng, Ben Kao, Wentao Ning, Nur Al Hasan Haldar, Xiaodong Li, Jinyang Li, Mohammad Matin Najafi, Tian Li, Ge Qu:
ZeroEA: A Zero-Training Entity Alignment Framework via Pre-Trained Language Model. 1765-1774 - Xueli Liu, Bowen Dong, Wenzhi Fu, Nannan Wu, Xin Wang, Wenjun Wang:
Extending Graph Rules with Oracles. 1775-1787
Volume 17, Number 8, April 2024
- Junyi Mei, Shixuan Sun, Chao Li, Cheng Xu, Cheng Chen, Yibo Liu, Jing Wang, Cheng Zhao, Xiaofeng Hou, Minyi Guo, Bingsheng He, Xiaoliang Cong:
FlowWalker: A Memory-efficient and High-performance GPU-based Dynamic Graph Random Walk Framework. 1788-1801 - Minsu Kim, Jinwoo Hwang, Guseul Heo, Seiyeon Cho, Divya Mahajan, Jongse Park:
Accelerating String-key Learned Index Structures via Memoization-based Incremental Training. 1802-1815 - Xuankun Liao, Qing Liu, Xin Huang, Jianliang Xu:
Truss-based Community Search over Streaming Directed Graphs. 1816-1829 - Ricardo Salazar-Díaz, Boris Glavic, Tilmann Rabl:
InferDB: In-Database Machine Learning Inference Using Indexes. 1830-1842 - Fei Wei, Ergute Bao, Xiaokui Xiao, Yin Yang, Bolin Ding:
AAA: an Adaptive Mechanism for Locally Differential Private Mean Estimation. 1843-1855 - Yangshen Deng, Muxi Yan, Bo Tang:
Accelerating Merkle Patricia Trie with GPU. 1856-1869 - Shaowei Wang, Yun Peng, Jin Li, Zikai Wen, Zhipeng Li, Shiyu Yu, Di Wang, Wei Yang:
Privacy Amplification via Shuffling: Unified, Simplified, and Tightened. 1870-1883 - Jiansen Song, Wensheng Dou, Yu Gao, Ziyu Cui, Yingying Zheng, Dong Wang, Wei Wang, Jun Wei, Tao Huang:
Detecting Metadata-Related Logic Bugs in Database Systems via Raw Database Construction. 1884-1897 - Biao Wu, Qiang Huang, Anthony K. H. Tung:
From Zero to Hero: Detecting Leaked Data through Synthetic Data Injection and Model Querying. 1898-1910 - Guanduo Chen, Meng Li, Siqiang Luo, Zhenying He:
Oasis: An Optimal Disjoint Segmented Learned Range Filter. 1911-1924 - Yuhao Deng, Chengliang Chai, Lei Cao, Qin Yuan, Siyuan Chen, Yanrui Yu, Zhaoze Sun, Junyi Wang, Jiajun Li, Ziqi Cao, Kaisen Jin, Chi Zhang, Yuqing Jiang, Yuanfang Zhang, Yuping Wang, Ye Yuan, Guoren Wang, Nan Tang:
LakeBench: A Benchmark for Discovering Joinable and Unionable Tables in Data Lakes. 1925-1938 - Jiale Lao, Yibo Wang, Yufei Li, Jianping Wang, Yunjia Zhang, Zhiyuan Cheng, Wanghu Chen, Mingjie Tang, Jianguo Wang:
GPTuner: A Manual-Reading Database Tuning System via GPT-Guided Bayesian Optimization. 1939-1952 - Arik Ermshaus, Patrick Schäfer, Ulf Leser:
Raising the ClaSS of Streaming Time Series Segmentation. 1953-1966 - Qiyan Li, Jeffrey Xu Yu:
Fast Local Subgraph Counting. 1967-1980 - Yunjia Zhang, Jordan Henkel, Avrilia Floratou, Joyce Cahoon, Shaleen Deep, Jignesh M. Patel:
ReAcTable: Enhancing ReAct for Table Question Answering. 1981-1994 - Xin Ai, Qiange Wang, Chunyu Cao, Yanfeng Zhang, Chaoyi Chen, Hao Yuan, Yu Gu, Ge Yu:
NeutronOrch: Rethinking Sample-based GNN Training under CPU-GPU Heterogeneous Environments. 1995-2008 - Zifan Liu, Shaleen Deep, Anna Fariha, Fotis Psallidas, Ashish Tiwari, Avrilia Floratou:
Rapidash: Efficient Detection of Constraint Violations. 2009-2021 - Shubhankar Mohapatra, Jianqiao Zong, Florian Kerschbaum, Xi He:
Differentially Private Data Generation with Missing Data. 2022-2035 - Zhaoyuan Su, Ammar Ahmed, Zirui Wang, Ali Anwar, Yue Cheng:
Everything You Always Wanted to Know About Storage Compressibility of Pre-Trained ML Models but Were Afraid to Ask. 2036-2049 - Haoyang Li, Shimin Di, Calvin Hong Yi Li, Lei Chen, Xiaofang Zhou:
Fight Fire with Fire: Towards Robust Graph Neural Networks on Dynamic Graphs via Actively Defense. 2050-2063 - Farzaneh Zirak, Farhana Murtaza Choudhury, Renata Borovica-Gajic:
SeLeP: Learning Based Semantic Prefetching for Exploratory Database Workloads. 2064-2076 - Yiwei Chen, Kaiyu Li, Guoliang Li, Yong Wang:
Contributions Estimation in Federated Learning: A Comprehensive Experimental Evaluation. 2077-2090 - Stavros Maroulis, Vassilis Stamatopoulos, George Papastefanatos, Manolis Terrovitis:
Visualization-aware Time Series Min-Max Caching with Error Bound Guarantees. 2091-2103 - Moe Kayali, Anton Lykov, Ilias Fountalis, Nikolaos Vasiloglou, Dan Olteanu, Dan Suciu:
CHORUS: Foundation Models for Unified Data Discovery and Exploration. 2104-2114 - Viktor Leis, Christian Dietrich:
Cloud-Native Database Systems and Unikernels: Reimagining OS Abstractions for Modern Hardware. 2115-2122
Volume 17, Number 9, May 2024
- Haoran Xiong, Hang Zhang, Zeyu Wang, Zhenying He, Peng Wang, X. Sean Wang:
CIVET: Exploring Compact Index for Variable-Length Subsequence Matching on Time Series. 2123-2135 - Chanwut Kittivorawong, Yongming Ge, Yousef Helal, Alvin Cheung:
Spatialyze: A Geospatial Video Analytics System with Spatial-Aware Optimizations. 2136-2148 - Hanyan Yin, Dongxie Wen, Jiajun Li, Zhewei Wei, Xiao Zhang, Zengfeng Huang, Feifei Li:
Optimal Matrix Sketching over Sliding Windows. 2149-2161 - Radim Baca:
Window Function Expression: Let the Self-join Enter. 2162-2174 - Aarati Kakaraparthy, Jignesh M. Patel:
SplitDF: Splitting Dataframes for Memory-Efficient Data Analysis. 2175-2184 - Majid Daliri, Juliana Freire, Christopher Musco, Aécio S. R. Santos, Haoxiang Zhang:
Sampling Methods for Inner Product Sketching. 2185-2197 - Han Hu, Jiye Qiu, Hongzhi Wang, Bin Liang, Songling Zou:
DIDS: Double Indices and Double Summarizations for Fast Similarity Search. 2198-2211 - Qian Xu, Juan Yang, Feng Zhang, Zheng Chen, Jiawei Guan, Kang Chen, Ju Fan, Youren Shen, Ke Yang, Yu Zhang, Xiaoyong Du:
Improving Graph Compression for Efficient Resource-Constrained Graph Analytics. 2212-2226 - Jianwei Wang, Kai Wang, Xuemin Lin, Wenjie Zhang, Ying Zhang:
Efficient Unsupervised Community Search with Pre-trained Graph Transformer. 2227-2240 - Jiuqi Wei, Botao Peng, Xiaodong Lee, Themis Palpanas:
DET-LSH: A Locality-Sensitive Hashing Scheme with Dynamic Encoding Tree for Approximate Nearest Neighbor Search. 2241-2254 - Haoyu Liu, Siqiang Luo:
BIRD: Efficient Approximation of Bidirectional Hidden Personalized PageRank. 2255-2268 - Zihao Yu, Ningyi Liao, Siqiang Luo:
GENTI: GPU-powered Walk-based Subgraph Extraction for Scalable Representation Learning on Dynamic Graphs. 2269-2278 - Benjamin Feuer, Yurong Liu, Chinmay Hegde, Juliana Freire:
ArcheType: A Novel Framework for Open-Source Column Type Annotation using Large Language Models. 2279-2292 - Yanchuan Chang, Egemen Tanin, Gao Cong, Christian S. Jensen, Jianzhong Qi:
Trajectory Similarity Measurement: An Efficiency Perspective. 2293-2306 - Brian Wheatman, Xiaojun Dong, Zheqi Shen, Laxman Dhulipala, Jakub Lacki, Prashant Pandey, Helen Xu:
BYO: A Unified Framework for Benchmarking Large-Scale Graph Containers. 2307-2320 - Yizheng Zhu, Yuncheng Wu, Zhaojing Luo, Beng Chin Ooi, Xiaokui Xiao:
Secure and Verifiable Data Collaboration with Low-Cost Zero-Knowledge Proofs. 2321-2334 - Heena Nagda, Shubhendra Pal Singhal, Mohammad Javad Amiri, Boon Thau Loo:
Rashnu: Data-Dependent Order-Fairness. 2335-2348 - Yuchuan Huang, Mohamed F. Mokbel:
Sparcle: Boosting the Accuracy of Data Cleaning Systems through Spatial Awareness. 2349-2362 - Xiangfei Qiu, Jilin Hu, Lekui Zhou, Xingjian Wu, Junyang Du, Buang Zhang, Chenjuan Guo, Aoying Zhou, Christian S. Jensen, Zhenli Sheng, Bin Yang:
TFB: Towards Comprehensive and Fair Benchmarking of Time Series Forecasting Methods. 2363-2377 - Chengjun Liu, Zhuo Peng, Weiguo Zheng, Lei Zou:
FSM: A Fine-grained Splitting and Merging Framework for Dual-balanced Graph Partition. 2378-2391 - Stefano Marchesin, Gianmaria Silvello:
Efficient and Reliable Estimation of Knowledge Graph Accuracy. 2392-2404
Volume 17, Number 10, June 2024
- Meihui Zhang, Cyrus Shahabi:
Front Matter. - Wei Zhou, Chen Lin, Xuanhe Zhou, Guoliang Li:
Breaking It Down: An In-depth Study of Index Advisors. 2405-2418 - Wen Deng, Weiguo Zheng, Hong Cheng:
Accelerating Maximal Clique Enumeration via Graph Reduction. 2419-2431 - Jiyang Bai, Peixiang Zhao:
POLIGRAS: Policy-based Graph Summarization. 2432-2444 - Leqian Zheng, Lei Xu, Cong Wang, Sheng Wang, Yuke Hu, Zhan Qin, Feifei Li, Kui Ren:
SWAT: A System-Wide Approach to Tunable Leakage Mitigation in Encrypted Data Stores. 2445-2458 - Kai Wang, Yuwei Xu, Siqiang Luo:
TIGER: Training Inductive Graph Neural Network for Large-scale Knowledge Graph Reasoning. 2459-2472 - Chao Zhang, Angela Bonifati, M. Tamer Özsu:
Incremental Sliding Window Connectivity over Streaming Graphs. 2473-2486 - Qingpeng Cai, Kaiping Zheng, H. V. Jagadish, Beng Chin Ooi, James Wei Luen Yip:
CohortNet: Empowering Cohort Discovery for Interpretable Healthcare Analytics. 2487-2500 - Jinghao Wang, Yanping Wu, Xiaoyang Wang, Ying Zhang, Lu Qin, Wenjie Zhang, Xuemin Lin:
Efficient Influence Minimization via Node Blocking. 2501-2513 - Xuanhe Zhou, Guoliang Li, Zhaoyan Sun, Zhiyuan Liu, Weize Chen, Jianming Wu, Jiesi Liu, Ruohang Feng, Guoyang Zeng:
D-Bot: Database Diagnosis System using Large Language Models. 2514-2527 - Yiming Qiao, Yihan Gao, Huanchen Zhang:
Blitzcrank: Fast Semantic Compression for In-memory Online Transaction Processing. 2528-2540 - Zhihao Chen, Tianji Yang, Yixiao Zheng, Zhao Zhang, Cheqing Jin, Aoying Zhou:
Spectrum: Speedy and Strictly-Deterministic Smart Contract Transactions for Blockchain Ledgers. 2541-2554 - Zihao Zhang, Huiqi Hu, Xuan Zhou, Yaofeng Tu, Weining Qian, Aoying Zhou:
Fast Commitment for Geo-Distributed Transactions via Decentralized Co-coordinators. 2555-2567 - Alberto Lerner, Gustavo Alonso:
CXL and the Return of Scale-Up Database Engines. 2568-2575 - Shuheng Fang, Kangfei Zhao, Yu Rong, Zhixun Li, Jeffrey Xu Yu:
Inductive Attributed Community Search: to Learn Communities across Graphs. 2576-2589 - Long Yuan, Xia Li, Zi Chen, Xuemin Lin, Xiang Zhao, Wenjie Zhang:
I/O Efficient Label-Constrained Reachability Queries in Large Graphs. 2590-2602 - Baotong Lu, Kaisong Huang, Chieh-Jan Mike Liang, Tianzheng Wang, Eric Lo:
DEX: Scalable Range Indexing on Disaggregated Memory. 2603-2616 - Wei Ni, Xiaoye Miao, Xiangyu Zhao, Yangyang Wu, Shuwei Liang, Jianwei Yin:
Automatic Data Repair: Are We Ready to Deploy? 2617-2630 - Chaokun Chang, Eric Lo, Chunxiao Ye:
Biathlon: Harnessing Model Resilience for Accelerating ML Inference Pipelines. 2631-2640 - Yuanyuan Zeng, Chenhao Ma, Yixiang Fang:
Distributed Shortest Distance Labeling on Large-Scale Graphs. 2641-2653 - Wensheng Luo, Yixiang Fang, Chunxu Lin, Yingli Zhou:
Efficient Parallel D-core Decomposition at Scale. 2654-2667 - Leonardo Pellegrina, Fabio Vandin:
Efficient Discovery of Significant Patterns with Few-Shot Resampling. 2668-2680
Volume 17, Number 11, July 2024
- Meihui Zhang, Cyrus Shahabi:
Front Matter. - Qixu Chen, Raymond Chi-Wing Wong:
Robust Best Point Selection under Unreliable User Feedback. 2681-2693 - Audrey Cheng, Aaron N. Kabcenell, Jason Chan, Xiao Shi, Peter D. Bailis, Natacha Crooks, Ion Stoica:
Towards Optimal Transaction Scheduling. 2694-2707 - David Campos, Bin Yang, Tung Kieu, Miao Zhang, Chenjuan Guo, Christian S. Jensen:
QCore: Data-Efficient, On-Device Continual Calibration for Quantized Models. 2708-2721 - Yalong Zhang, Ronghua Li, Qi Zhang, Hongchao Qin, Lu Qin, Guoren Wang:
Efficient Algorithms for Pseudoarboricity Computation in Large Static and Dynamic Graphs. 2722-2734 - Meng Chen, Kai Zhang, Zhenying He, Yinan Jing, X. Sean Wang:
RoarGraph: A Projected Bipartite Graph for Efficient Cross-Modal Approximate Nearest Neighbor Search. 2735-2749 - Ju Fan, Zihui Gu, Songyue Zhang, Yuxin Zhang, Zui Chen, Lei Cao, Guoliang Li, Samuel Madden, Xiaoyong Du, Nan Tang:
Combining Small Language Models and Large Language Models for Zero-Shot NL2SQL. 2750-2763 - Rustam Guliyev, Aparajita Haldar, Hakan Ferhatosmanoglu:
D3-GNN: Dynamic Distributed Dataflow for Streaming Graph Neural Networks. 2764-2777 - Yunxiang Su, Shaoxu Song, Xiangdong Huang, Chen Wang, Jianmin Wang:
Distance-based Outlier Query Optimization in Apache IoTDB. 2778-2790 - Jianye Yang, Sheng Fang, Zhaoquan Gu, Ziyi Ma, Xuemin Lin, Zhihong Tian:
TC-Match: Fast Time-constrained Continuous Subgraph Matching. 2791-2804 - Michael Wornow, Avanika Narayan, Krista Opsahl-Ong, Quinn McIntyre, Nigam Shah, Christopher Ré:
Automating the Enterprise with Foundation Models. 2805-2812 - Anxin Tian, Alexander Zhou, Yue Wang, Xun Jian, Lei Chen:
Efficient Index for Temporal Core Queries over Bipartite Graphs. 2813-2825 - Fumiyuki Kato, Li Xiong, Shun Takagi, Yang Cao, Masatoshi Yoshikawa:
Uldp-FL: Federated Learning with Across Silo User-Level Differential Privacy. 2826-2839 - Junyong Yang, Ming Zhong, Yuanyuan Zhu, Tieyun Qian, Mengchi Liu, Jeffrey Xu Yu:
Evolution Forest Index: Towards Optimal Temporal $k$-Core Component Search via Time-Topology Isomorphic Computation. 2840-2853 - Yuxin Ma, Ping Gong, Tianming Wu, Jiawei Yi, Chengru Yang, Cheng Li, Qirong Peng, Guiming Xie, Yongcheng Bao, Haifeng Liu, Yinlong Xu:
Eliminating Data Processing Bottlenecks in GNN Training over Large Graphs via Two-level Feature Compression. 2854-2866 - Douglas B. Rumbaugh, Dong Xie, Zhuoyue Zhao:
Towards Systematic Index Dynamization. 2867-2879 - Dennis Treder-Tschechlov, Manuel Fritz, Holger Schwarz, Bernhard Mitschang:
Ensemble Clustering based on Meta-Learning and Hyperparameter Optimization. 2880-2892 - Chenjuan Guo, Ronghui Xu, Bin Yang, Yuan Ye, Tung Kieu, Yan Zhao, Christian S. Jensen:
Efficient Stochastic Routing in Path-Centric Uncertain Road Networks. 2893-2905 - Angela Bonifati, Filip Murlak, Yann Ramusat:
Transforming Property Graphs. 2906-2918 - Yushi Sun, Xin Hao, Kai Sun, Yifan Xu, Xiao Yang, Xin Luna Dong, Nan Tang, Lei Chen:
Are Large Language Models a Good Replacement of Taxonomies? 2919-2932 - Yalong Zhang, Ronghua Li, Qi Zhang, Hongchao Qin, Guoren Wang:
Efficient Algorithms for Density Decomposition on Large Static and Dynamic Graphs. 2933-2945 - Yingli Zhou, Yixiang Fang, Chenhao Ma, Tianci Hou, Xin Huang:
Efficient Maximal Motif-Clique Enumeration over Large Heterogeneous Information Networks. 2946-2959 - Zeang Sheng, Wentao Zhang, Yangyu Tao, Bin Cui:
OUTRE: An OUT-of-core De-REdundancy GNN Training Framework for Massive Graphs within A Single Machine. 2960-2973 - Chenguang Fang, Zijie Chen, Shaoxu Song, Xiangdong Huang, Chen Wang, Jianmin Wang:
On Reducing Space Amplification with Multi-Column Compaction in Apache IoTDB. 2974-2986 - Sebastian Schmidl, Felix Naumann, Thorsten Papenbrock:
AutoTSAD: Unsupervised Holistic Anomaly Detection for Time Series Data. 2987-3002 - Zheng Chen, Feng Zhang, Yang Chen, Xiaokun Fang, Guanyu Feng, Xiaowei Zhu, Wenguang Chen, Xiaoyong Du:
Enabling Window-Based Monotonic Graph Analytics with Reusable Transitional Results for Pattern-Consistent Queries. 3003-3016 - Maria Ramos, João Azevedo, Kyle Kingsbury, José Pereira, Tânia Esteves, Ricardo Macedo, João Paulo:
When Amnesia Strikes: Understanding and Reproducing Data Loss Bugs with Fault Injection. 3017-3030 - Leixia Wang, Qingqing Ye, Haibo Hu, Xiaofeng Meng:
PriPL-Tree: Accurate Range Query for Arbitrary Distribution under Local Differential Privacy. 3031-3044 - Yu Sun, Jingyu Zhu, Xiao Xu, Xian Xu, Yuyao Sun, Shaoxu Song, Xiang Li, Xiaojie Yuan:
Win-Win: On Simultaneous Clustering and Imputing over Incomplete Data. 3045-3057 - Shun Takagi, Li Xiong, Fumiyuki Kato, Yang Cao, Masatoshi Yoshikawa:
HRNet: Differentially Private Hierarchical and Multi-Resolution Network for Human Mobility Data Synthesization. 3058-3071 - Sijie Dong, Qitong Wang, Soror Sahri, Themis Palpanas, Divesh Srivastava:
Efficiently Mitigating the Impact of Data Drift on Machine Learning Pipelines. 3072-3081 - Libin Wang, Raymond Chi-Wing Wong:
PCSP: Efficiently Answering Label-Constrained Shortest Path Queries in Road Networks. 3082-3094 - Amela Fejza, Pierre Genevès, Nabil Layaïda:
Efficient Enumeration of Recursive Plans in Transformation-based Query Optimizers. 3095-3108 - Mengyi Yan, Wenfei Fan, Yaoshu Wang, Min Xie:
Enriching Relations with Additional Attributes for ER. 3109-3123 - Haibo Wang:
Enhancing Accuracy for Super Spreader Identification in High-Speed Data Streams. 3124-3137 - Jeremy Seeman, William Sexton, David Pujol, Ashwin Machanavajjhala:
Privately Answering Queries on Skewed Data via Per-Record Differential Privacy. 3138-3150 - Hani Al-Sayeh, Muhammad Attahir Jibril, Kai-Uwe Sattler:
Agile-Ant: Self-managing Distributed Cache Management for Cost Optimization of Big Data Applications. 3151-3164 - Elias Alevizos, Alexander Artikis, Georgios Paliouras:
Complex Event Recognition with Symbolic Register Transducers. 3165-3177 - Yupeng Xie, Yuyu Luo, Guoliang Li, Nan Tang:
HAIChart: Human and AI Paired Visualization System. 3178-3191 - Yun Wang, Chrysanthi Kosyfaki, Sihem Amer-Yahia, Reynold Cheng:
A Sampling-based Framework for Hypothesis Testing on Large Attributed Graphs. 3192-3200 - Qinbin Li, Junyuan Hong, Chulin Xie, Jeffrey Tan, Rachel Xin, Junyi Hou, Xavier Yin, Zhun Wang, Dan Hendrycks, Zhangyang Wang, Bo Li, Bingsheng He, Dawn Song:
LLM-PBE: Assessing Data Privacy in Large Language Models. 3201-3214 - Altan Birler, Alfons Kemper, Thomas Neumann:
Robust Join Processing with Diamond Hardened Joins. 3215-3228 - Rundong Zuo, Guozhong Li, Rui Cao, Byron Choi, Jianliang Xu, Sourav S. Bhowmick:
DARKER: Efficient Transformer with Data-driven Attention Mechanism for Time Series. 3229-3242 - Yanping Wu, Renjie Sun, Xiaoyang Wang, Dong Wen, Ying Zhang, Lu Qin, Xuemin Lin:
Efficient Maximal Frequent Group Enumeration in Temporal Bipartite Graphs. 3243-3255 - Daren Chao, Yueting Chen, Nick Koudas, Xiaohui Yu:
Optimizing Video Queries with Declarative Clues. 3256-3268 - Lennart Behme, Sainyam Galhotra, Kaustubh Beedkar, Volker Markl:
Fainder: A Fast and Accurate Index for Distribution-Aware Dataset Search. 3269-3282 - Ye Yuan, Bo Tang, Tianfei Zhou, Zhiwei Zhang, Jianbin Qin:
nsDB: Architecting the Next Generation Database by Integrating Neural and Symbolic Systems (Vision). 3283-3289 - Tobias Schmidt, Dominik Durner, Viktor Leis, Thomas Neumann:
Two Birds With One Stone: Designing a Hybrid Cloud Storage Engine for HTAP. 3290-3303 - Qizhen Zhang, Philip A. Bernstein, Badrish Chandramouli, Jason Hu, Yiming Zheng:
DDS: DPU-optimized Disaggregated Storage. 3304-3317 - Boyan Li, Yuyu Luo, Chengliang Chai, Guoliang Li, Nan Tang:
The Dawn of Natural Language to SQL: Are We Fully Ready? [Experiment, Analysis & Benchmark ]. 3318-3331 - Michelle Si, Jian Pei:
Counterfactual Explanation of the Shapley Value in Data Coalitions. 3332-3345 - Yi Zhang, Peter Chen, Zack Ives:
Searching Data Lakes for Nested and Joined Data. 3346-3359 - Xinrui Wang, Yiran Wang, Xuemin Lin, Jeffrey Xu Yu, Hong Gao, Xiuzhen Cheng, Dongxiao Yu:
Efficient Betweenness Centrality Computation over Large Heterogeneous Information Networks. 3360-3372 - William Zhang, Wan Shen Lim, Matthew Butrovich, Andrew Pavlo:
The Holon Approach for Simultaneously Tuning Multiple Components in a Self-Driving Database Management System with Machine Learning via Synthesized Proto-Actions. 3373-3387 - Zhen Song, Yu Gu, Qing Sun, Tianyi Li, Yanfeng Zhang, Yushuai Li, Christian S. Jensen, Ge Yu:
DynaHB: A Communication-Avoiding Asynchronous Distributed Framework with Hybrid Batches for Dynamic GNN Training. 3388-3401 - Qingshuai Feng, Junhua Zhang, Wenjie Zhang, Lu Qin, Ying Zhang, Xuemin Lin:
Efficient kNN Search in Public Transportation Networks. 3402-3414 - Yifan Yang, Shimin Chen:
LITS: An Optimized Learned Index for Strings. 3415-3427 - Alessandro Fogli, Bo Zhao, Peter R. Pietzuch, Maximilian Bandle, Jana Giceva:
OLAP on Modern Chiplet-Based Processors. 3428-3441 - Xiangpeng Hao, Badrish Chandramouli:
Bf-Tree: A Modern Read-Write-Optimized Concurrent Larger-Than-Memory Range Index. 3442-3455 - Patrick Hansert, Sebastian Michel:
Partition, Don't Sort! Compression Boosters for Cloud Data Ingestion Pipelines. 3456-3469 - Mahdi Erfanian, H. V. Jagadish, Abolfazl Asudeh:
Chameleon: Foundation Models for Fairness-aware Multi-modal Data Augmentation to Enhance Coverage of Minorities. 3470-3483 - Xiaoou Ding, Yixing Lu, Hongzhi Wang, Chen Wang, Yida Liu, Jianmin Wang:
DAFDiscover: Robust Mining Algorithm for Dynamic Approximate Functional Dependencies on Dirty Data. 3484-3496 - Hubert Mohr-Daurat, Georgios Theodorakis, Holger Pirk:
Hardware-Efficient Data Imputation through DBMS Extensibility. 3497-3510 - Immanuel Trummer:
Generating Succinct Descriptions of Database Schemata for Cost-Efficient Prompting of Large Language Models. 3511-3523 - Tapan Srivastava, Raul Castro Fernandez:
Saving Money for Analytical Workloads in the Cloud. 3524-3537 - Joohyung Yun, Byungchul Tak, Wook-Shin Han:
ReCG: Bottom-Up JSON Schema Discovery Using a Repetitive Cluster-and-Generalize Framework. 3538-3550 - Gabriel Mersy, Zhuo Wang, Stavros Sintos, Sanjay Krishnan:
Optimizing Collections of Bloom Filters within a Space Budget. 3551-3564 - Chenghao Lyu, Qi Fan, Philippe Guyard, Yanlei Diao:
A Spark Optimizer for Adaptive, Fine-Grained Parameter Tuning. 3565-3579 - Zuozhi Wang, Yicong Huang, Shengquan Ni, Avinash Kumar, Sadeem Alsudais, Xiaozhen Liu, Xinyuan Lin, Yunyan Ding, Chen Li:
Texera: A System for Collaborative and Interactive Data Analytics Using Workflows. 3580-3588 - Jin Ke, Zenon G. Zacouris, Maribel Acosta:
Efficient Validation of SHACL Shapes with Reasoning. 3589-3601 - Shuxian Wang, Sicheng Pan, Alvin Cheung:
QED: A Powerful Query Equivalence Decider for SQL. 3602-3614 - Manish Kesarwani, Jayant R. Haritsa:
Index Advisors on Quantum Platforms. 3615-3628 - Geoffrey X. Yu, Ziniu Wu, Ferdinand Kossmann, Tianyu Li, Markos Markakis, Amadou Latyr Ngom, Samuel Madden, Tim Kraska:
Blueprinting the Cloud: Unifying and Automatically Optimizing Cloud Data Infrastructures with BRAD. 3629-3643 - Niv Dayan, Ioana Oriana Bercea, Rasmus Pagh:
Aleph Filter: To Infinity in Constant Time. 3644-3656 - Yuhang Chen, Jiaxin Jiang, Shixuan Sun, Bingsheng He, Min Chen:
RUSH: Real-time Burst Subgraph Discovery in Dynamic Graphs. 3657-3665 - Zhicheng Liang, Yu Yang, Xiangyu Ke, Xiaokui Xiao, Yunjun Gao:
A Benchmark Study of Deep-RL Methods for Maximum Coverage Problems over Graphs. 3666-3679 - Wan Shen Lim, Lin Ma, William Zhang, Matthew Butrovich, Samuel Arch, Andrew Pavlo:
Hit the Gym: Accelerating Query Execution to Efficiently Bootstrap Behavior Models for Self-Driving Database Management Systems. 3680-3693 - Alexander van Renen, Dominik Horn, Pascal Pfeil, Kapil Vaidya, Wenjian Dong, Murali Narayanaswamy, Zhengchun Liu, Gaurav Saxena, Andreas Kipf, Tim Kraska:
Why TPC Is Not Enough: An Analysis of the Amazon Redshift Fleet. 3694-3706 - Lijun Chang, Rashmika Gamage, Jeffrey Xu Yu:
Efficient k-Clique Count Estimation with Accuracy Guarantee. 3707-3719
Volume 17, Number 12, August 2024
- Meihui Zhang, Cyrus Shahabi, Ju Fan, Yang Cao, Xiaoou Ding, Divesh Srivastava, Nesime Tatbul, Sihem Amer-Yahia, Yongxin Tong, Yuncheng Wu, Li Xiong, Torsten Grust, Themis Palpanas, Philippe Bonnet, Haixun Wang, Wook-Shin Han, Ibrahim Sabek, M. Tamer Özsu, Xiaofang Zhou:
Front Matter. - Tamer Eldeeb, Sebastian Burckhardt, Reuben Bond, Asaf Cidon, Junfeng Yang, Philip A. Bernstein:
Cloud Actor-Oriented Database Transactions in Orleans. 3720-3730 - Robert Schulze, Tom Schreiber, Ilya Yatsishin, Ryadh Dahimene, Alexey Milovidov:
ClickHouse - Lightning Fast Analytics for Everyone. 3731-3744 - Fusheng Han, Hao Liu, Bin Chen, Debin Jia, Jianfeng Zhou, Xuwang Teng, Chuanhui Yang, Huafeng Xi, Wei Tian, Shuning Tao, Sen Wang, Quanqing Xu, Zhenkun Yang:
PALF: Replicated Write-ahead Logging for Distributed Databases. 3745-3758 - Yixin Wu, Xiuqi Huang, Wei Zhongjia, Hang Cheng, Chaohui Xin, Zuzhi Chen, Binbin Chen, Yufei Wu, Hao Wang, Tieying Zhang, Rui Shi, Xiaofeng Gao, Yuming Liang, Pengwei Zhao, Guihai Chen:
Towards Resource Efficiency: Practical Insights into Large-Scale Spark Workloads at ByteDance. 3759-3771 - Cheng Chen, Chenzhe Jin, Yunan Zhang, Sasha Podolsky, Chun Wu, Szu-Po Wang, Eric Hanson, Zhou Sun, Robert Walzer, Jianguo Wang:
SingleStore-V: An Integrated Vector Database System in SingleStore. 3772-3785 - Guoliang Li, Wengang Tian, Jinyu Zhang, Ronen Grosman, Zongchao Liu, Sihao Li:
GaussDB: A Cloud-Native Multi-Primary Database with Compute-Memory-Storage Disaggregation. 3786-3798 - Hao Wang, Jiaxin Ou, Ming Zhao, Sheng Qiu, Yizheng Jiao, Yi Wang, Qizhong Mao, Zhengyu Yang, Yang Liu, Jianyang Hu, Jingwei Zhang, Jinrui Liu, Jiaqiang Chen, Yong Sheng, Cao Lixun, Heng Zhang, Hongde Li, Ming Li, Yue Ma, Lei Zhang, Jian Liu, Guanghui Zhang, Fei Liu, Jianjun Chen:
LavaStore: ByteDance's Purpose-built, High-performance, Cost-effective Local Storage Engine for Cloud Services. 3799-3812 - Andrei Paduroiu, Sungheun Wi, Yan Yan, Roni Burd, Ruhollah A Farchtchi, Giovanni Matteo Fumarola:
Membrane - Safe and Performant Data Access Controls in Apache Spark in the Presence of Imperative Code. 3813-3826 - Minseon Ahn, Thomas Willhalm, Norman May, Donghun Lee, Suprasad Mutalik Desai, Daniel Booss, Jungmin Kim, Navneet Singh, Daniel Ritter, Oliver Rebholz:
An Examination of CXL Memory Use Cases for In-Memory Database Management Systems using SAP HANA. 3827-3840 - Peng Yi, Lei Liang, Zhang Da, Chen Yong, Jinye Zhu, Xiangyu Liu, Kun Tang, Jialin Chen, Hao Lin, Leijie Qiu, Jun Zhou:
KGFabric: A Scalable Knowledge Graph Warehouse for Enterprise Data Interconnection. 3841-3854 - Alexander Bianchi, Andrew Chai, Vincent Corvinelli, Parke Godfrey, Jarek Szlichta, Calisto Zuzarte:
Db2une: Tuning Under Pressure via Deep Learning. 3855-3868 - Yuxing Chen, Anqun Pan, Hailin Lei, Anda Ye, Shuo Han, Yan Tang, Wei Lu, Yunpeng Chai, Feng Zhang, Xiaoyong Du:
TDSQL: Tencent Distributed Database System. 3869-3882 - Tim Januschowski, Yuyang Wang, Jan Gasthaus, Syama Sundar Rangapuram, Caner Turkmen, Jasper Zschiegner, Lorenzo Stella, Michael Bohlke-Schneider, Danielle C. Maddix, Konstantinos Benidis, Alexander Alexandrov, Christos Faloutsos, Sebastian Schelter:
A Flexible Forecasting Stack. 3883-3892 - Bing Tong, Yan Zhou, Chen Zhang, Jianheng Tang, Jing Tang, Leihong Yang, Qiye Li, Manwu Lin, Zhongxin Bao, Jia Li, Lei Chen:
Galaxybase: A High Performance Native Distributed Graph Database for HTAP. 3893-3905 - Xinying Yang, Cong Yue, Wenhui Zhang, Yang Liu, Beng Chin Ooi, Jianjun Chen:
SecuDB: An In-enclave Privacy-preserving and Tamper-resistant Relational Database. 3906-3919 - Jun-Peng Zhu, Peng Cai, Kai Xu, Li Li, Yishen Sun, Shuai Zhou, Haihuang Su, Liu Tang, Qi Liu:
AutoTQA: Towards Autonomous Tabular Question Answering through Multi-Agent Large Language Models. 3920-3933 - Xin-Chun Zhang, Aqsa Kashaf, Yihan Zou, Wei Zhang, Weibo Liao, Song Haoxiang, Jintao Ye, Yakun Li, Rui Shi, Yong Tian, Feng Wei, Binbin Chen, Zuzhi Chen, Tieying Zhang, Yongping Tang:
ResLake: Towards Minimum Job Latency and Balanced Resource Utilization in Geo-distributed Job Scheduling. 3934-3946 - Maryann Xue, Yingyi Bu, Abhishek Somani, Wenchen Fan, Ziqi Liu, Steven Chen, Herman Van Hovell, Bart Samwel, Mostafa Mokhtar, Rk Korlapati, Andy Lam, Yunxiao Ma, Vuk Ercegovac, Jiexing Li, Alexander Behm, Yuanjian Li, Xiao Li, Sriram Krishnamurthy, Amit Shukla, Michalis Petropoulos, Sameer Paranjpye, Reynold Xin, Matei Zaharia:
Adaptive and Robust Query Execution for Lakehouses At Scale. 3947-3959 - Ed Davisson, Tilo Dickopp, David Gay, Eric Karasuda, Ram Kesavan, Vadim Yushprakh:
Transparent Migration from Datastore to Firestore. 3960-3972 - Jinquan Hang, Zhiqing Hong, Xinyue Feng, Guang Wang, Dongjiang Cao, Jiayang Qiao, Haotian Wang, Desheng Zhang:
Complex-Path: Effective and Efficient Node Ranking with Paths in Billion-Scale Heterogeneous Graphs. 3973-3986 - Wenjing Fang, Shunde Cao, Guojin Hua, Junming Ma, Yongqiang Yu, Qunshan Huang, Jun Feng, Jin Tan, Xiaopeng Zan, Pu Duan, Yang Yang, Li Wang, Ke Zhang, Lei Wang:
SecretFlow-SCQL: A Secure Collaborative Query pLatform. 3987-4000 - Hua Fan, Dachao Fu, Xu Wang, Jiachi Zhang, Chaoji Zuo, Zhengyi Wu, Miao Zhang, Kang Yuan, Xizi Ni, Huo Guocheng, Wenchao Zhou, Feifei Li, Jingren Zhou:
Towards Millions of Database Transmission Services in the Cloud. 4001-4013 - Tao Xiong, Yong Wang:
Large-Scale Metric Computation in Online Controlled Experiment Platform. 4014-4024 - Hongyu Lei, Chunhua Li, Ke Zhou, Jianping Zhu, Kezhou Yan, Fen Xiao, Ming Xie, Jiang Wang, Shiyu Di:
X-Stor: A Cloud-native NoSQL Database Service with Multi-model Support. 4025-4037 - Bradley Barnhart, Marc Brooker, Daniil Chinenkov, Tony Hooper, Jihoun Im, Prakash Chandra Jha, Tim Kraska, Ashok Kurakula, Alexey Kuznetsov, Grant Mcalister, Arjun Muthukrishnan, Aravinthan Narayanan, Douglas Terry, Bhuvan Urgaonkar, Jiaming Yan:
Resource Management in Aurora Serverless. 4038-4050 - Jeff Shute, Shannon Bales, Matthew Brown, Jean-Daniel Browne, Brandon Dolphin, Romit Kudtarkar, Andrey Litvinov, Jingchi Ma, John D. Morcos, Michael Shen, David Wilhite, Xi Wu, Lulan Yu:
SQL has problems. We can fix them: Pipe syntax in SQL. 4051-4063 - Xin Zhao, Jialin Qiao, Xiangdong Huang, Chen Wang, Shaoxu Song, Jianmin Wang:
Apache TsFile: An IoT-native Time Series File Format. 4064-4076 - Pranjal Shankhdhar, Feilong Liu, Jay Narale, James Sun, Rebecca Schlussel, Lyublena Antova:
Presto's History-based Query Optimizer. 4077-4089 - Aaron Zou, Wei Lu, Zhibo Zhu, Xingyu Lu, Jun Zhou, Xiaojin Wang, Kangyu Liu, Kefan Wang, Renen Sun, Haiqing Wang:
OptScaler: A Collaborative Framework for Robust Autoscaling in the Cloud. 4090-4103 - Joshua Wu, Dixin Tang, Nithin V. Chalapathi, Tristan Chambers, Julie Ciccolini, Cheryl Phillips, Lisa Pickoff-White, Aditya G. Parameswaran:
Dealing with Acronyms, Abbreviations, and Typos in Real-World Entity Matching. 4104-4116 - Qianyu Ouyang, Chunhui Shen, Wenlong Yang, Peng Yu, Qiang Xiao, Jianhui Lei, Yadong Chen, Qilu Zhong, Xiang Wang, Yong Lin, Qingyi Meng, Zhicheng Ji, Wei Meng, Cen Zheng, Sheng Wang, Dan Pei, Wei Zhang, Feifei Li, Jingren Zhou:
Lindorm-UWC: An Ultra-Wide-Column Database for Internet of Vehicles. 4117-4129 - Qinlong Wang, Tingfeng Lan, Yinghao Tang, Bo Sang, Ziling Huang, Yiheng Du, Haitao Zhang, Jian Sha, Hui Lu, Yuanchun Zhou, Ke Zhang, Mingjie Tang:
DLRover-RM: Resource Optimization for Deep Recommendation Models Training in the cloud. 4130-4144 - Bing Zhang, Vadym Doroshenko, Peter Kairouz, Thomas Steinke, Abhradeep Thakurta, Ziyin Ma, Eidan Cohen, Himani Apte, Jodi Spacek:
Differentially Private Stream Processing at Scale. 4145-4158 - Anton Okolnychyi, Chao Sun, Kazuyuki Tanimura, Russell Spitzer, Ryan Blue, Szehon Ho, Yufei Gu, Vishwanath Lakkundi, D. B. Tsai:
Petabyte-Scale Row-Level Operations in Data Lakehouses. 4159-4172 - Shreya Shankar, Haotian Li, Parth Asawa, Madelon Hulsebos, Yiming Lin, J. D. Zamfirscu-Pereira, Harrison Chase, Will Fu-Hinthorn, Aditya G. Parameswaran, Eugene Wu:
SPADE: Synthesizing Data Quality Assertions for Large Language Model Pipelines. 4173-4186 - Laith Sakka, Pedro Pedreira, Orri Erling, Masha Basmanova, Kevin Wilfong, Wei He, Xiaoxuan Meng, Krishna Pai, Bikramjeet Vig:
Simple (yet Efficient) Function Authoring for Vectorized Engines. 4187-4199 - Rafi Ahmed, Krishna Kantikiran Pasupuleti, Sriram Tirupattur, Lei Sheng, Hong Su, Mohamed Ziauddin:
Grouping, Subsumption, and Duplicator Optimizations in Oracle. 4200-4212 - Guoliang Li, Xuanhe Zhou, Xinyang Zhao:
LLM for Data Management. 4213-4216 - Quanqing Xu, Chuanhui Yang, Aoying Zhou:
Native Distributed Databases: Problems, Challenges and Opportunities. 4217-4220 - Tim Fischer, Denis Hirn, Gökhan Kul:
A Reproducible Tutorial on Reproducibility in Database Systems Research. 4221-4224 - Senjuti Basu Roy, Baruch Schieber, Nimrod Talmon:
Fairness in Preference Queries: Social Choice Theories Meet Data Management. 4225-4228 - Qinghua Liu, Paul Boniol, Themis Palpanas, John Paparrizos:
Time-Series Anomaly Detection: Overview and New Trends. 4229-4232 - Faisal Nawab, Mohammad Sadoghi:
Consensus in Data Management With Use Cases in Edge-Cloud and Blockchain Systems. 4233-4236 - Yanyan Shen, Lei Chen, Jingzhi Fang, Xin Zhang, Shihong Gao, Hongbo Yin:
Efficient Training of Graph Neural Networks on Large Graphs. 4237-4240 - Marcos N. L. Carvalho, Alkis Simitsis, Anna Queralt, Oscar Romero:
Workload Placement on Heterogeneous CPU-GPU Systems. 4241-4244 - Xin Zhang, Ahmed Eldawy:
Spatial Query Optimization With Learning. 4245-4248 - Pedro Pedreira, Deepak Majeti, Orri Erling:
Composable Data Management: An Execution Overview. 4249-4252 - Jiaxin Jiang, Zhen Zhang, Bingqiao Luo, Bingsheng He, Min Chen, Wei Yang Wang, Jia Chen:
Spade: A Real-Time Fraud Detection Framework. 4253-4256 - Dingyuan Shi, Bingchen Song, Yuanyuan Zhang, Haolong Yang, Ke Xu:
A Data-driven Spatiotemporal Simulator for Reinforcement Learning Methods. 4257-4260 - Haoyun Qin, Chenyuan Wu, Mohammad Javad Amiri, Ryan Marcus, Boon Thau Loo:
BFTGym: An Interactive Playground for BFT Protocols. 4261-4264 - Angela Bonifati, Yann Ramusat, Filip Murlak, Amela Fejza, Rachid Echahed:
DTGraph: Declarative Transformations of Property Graphs. 4265-4268 - Brian Kroth, Sergiy Matusevych, Rana Alotaibi, Yiwen Zhu, Anja Gruenheid, Yuanyuan Tian:
MLOS in Action: Bridging the Gap Between Experimentation and Auto-Tuning in the Cloud. 4269-4272 - Sebastian Schelter, Stefan Grafberger, Maarten de Rijke:
Snapcase - Regain Control over Your Predictions with Low-Latency Machine Unlearning. 4273-4276 - Yiqun Sun, Qiang Huang, Yanhao Wang, Anthony K. H. Tung:
DiversiNews: Enriching News Consumption with Relevant yet Diverse News Articles Retrieval. 4277-4280 - Dean Light, Ahmad Aiashi, Mahmoud Diab, Daniel Nachmias, Stijn Vansummeren, Benny Kimelfeld:
SpannerLib: Embedding Declarative Information Extraction in an Imperative Workflow. 4281-4284 - Roni Copul, Nave Frost, Tova Milo, Kathy Razmadze:
Demonstrating TabEE: Tabular Embedding Explanations. 4285-4288 - Daomin Ji, Hui Luo, Zhifeng Bao, J. Shane Culpepper:
Navigating Data Repositories: Utilizing Line Charts to Discover Relevant Datasets. 4289-4292 - Wenfei Fan, Daji Li, Peiyu Liang, Shuhao Liu, Yaoshu Wang, Yiming Wang, Min Xie, Runjie Zhang:
Graph Association Analyses for Early Drug Discovery. 4293-4296 - Lindsey Linxi Wei, Chung Yik Edward Yeung, Hongjian Yu, Jingchuan Zhou, Dong He, Magdalena Balazinska:
Demonstration of MaskSearch: Efficiently Querying Image Masks for Machine Learning Workflows. 4297-4300 - Stefan Halfpap, Jan Kossmann, Rainer Schlosser, Volker Markl:
Looking Deeply into the Magic Mirror: An Interactive Analysis of Database Index Selection Approaches. 4301-4304 - Whanhee Cho, Anna Fariha:
UTOPIA: Automatic Pivot Table Assistant. 4305-4308 - Yihao Ang, Yifan Bao, Qiang Huang, Anthony K. H. Tung, Zhiyong Huang:
TSGAssist: An Interactive Assistant Harnessing LLMs and RAG for Time Series Generation Recommendations and Benchmarking. 4309-4312 - Wonseok Lee, Jaehyun Ha, Wook-Shin Han, Changgyoo Park, Myunggon Park, Juhyeng Han:
DoppelGanger++ in Action: A Database Replay System with Fast Dependency Graph Generation. 4313-4316 - Eugenie Y. Lai, Yuze Lou, Brit Youngmann, Michael J. Cafarella:
LucidScript: Bottom-up Standardization for Data Preparation. 4317-4320 - Ahmad Ghazal, Zhiyuan Liang, Sunny Bains, Hanumath Maduri:
OSSInsight: Scalable GitHub Analysis. 4321-4324 - Long Gu, Si Liu, Tiancheng Xing, Hengfeng Wei, Yuxing Chen, David A. Basin:
IsoVista: Black-box Checking Database Isolation Guarantees. 4325-4328 - Mourad Khayati, Quentin Nater, Jacques Pasquier:
ImputeVIS: An Interactive Evaluator to Benchmark Imputation Techniques for Time Series Data. 4329-4332 - Mengzhao Wang, Haotian Wu, Xiangyu Ke, Yunjun Gao, Xiaoliang Xu, Lu Chen:
An Interactive Multi-modal Query Answering System with Retrieval-Augmented Large Language Models. 4333-4336 - Victor Giannakouris, Immanuel Trummer:
DBG-PT: A Large Language Model Assisted Query Performance Regression Debugger. 4337-4340 - Felix S. Campbell, Julia Stoyanovich, Yuval Moskovitch:
Rodeo: Making Refinements for Diverse Top-k Queries. 4341-4344 - Xin Zhang, Ahmed Eldawy:
QPJVis Demo: Quality-boost Progressive Join Query Processing System. 4345-4348 - Peter M. VanNostrand, Dennis M. Hofmann, Lei Ma, Belisha Genin, Randy Huang, Elke A. Rundensteiner:
Counterfactual Explanation Analytics: Empowering Lay Users to Take Action Against Consequential Automated Decisions. 4349-4352 - Zhenrong Xu, Pengfei Wang, Guoze Xue, Qitong Yan, Shenghao Gong, Yelan Jiang, Yuren Mao, Yunjun Gao, Shu Shen, Wei Zhang, Dan Luo, Lu Chen:
UniView: A Unified Autonomous Materialized View Management System for Various Databases. 4353-4356 - Yuanyuan Yao, Shenjia Dai, Yilin Li, Lu Chen, Dimeng Li, Yunjun Gao, Tianyi Li:
A Demonstration of TENDS: Time Series Management System based on Model Selection. 4357-4360 - Luca Althaus, Mourad Khayati, Abdelouahab Khelifati, Anton Dignös, Djellel Eddine Difallah, Philippe Cudré-Mauroux:
SEER: An End-to-End Toolkit for Benchmarking Time Series Database Systems in Monitoring Applications. 4361-4364 - Siqiao Xue, Danrui Qi, Caigao Jiang, Fangyin Cheng, Keting Chen, Zhiping Zhang, Hongyang Zhang, Ganglin Wei, Wang Zhao, Fan Zhou, Hong Yi, Shaodong Liu, Hongjun Yang, Faqiang Chen:
Demonstration of DB-GPT: Next Generation Data Interaction System Empowered by Large Language Models. 4365-4368 - Zheng Zhang, Zhuhan Shao, Andrew Crotty:
DeepSketch: A Query Sketching Interface for Deep Time Series Similarity Search. 4369-4372 - Zian Bao, Bie Binbin, Wenfei Fan, Daji Li, Mengyun Li, Kaiwen Lin, Wei Lin, Peijie Liu, Peng Liu, Zhicong Lv, Mingliang Ouyang, Chenyang Sun, Shuai Tang, Yaoshu Wang, Qiyuan Wei, Xiangqian Wu, Min Xie, Jing Zhang, Runxiao Zhao, Jie Zhu, Yilin Zhu:
Rock: Cleaning Data with both ML and Logic Rules. 4373-4376 - Xiaoou Ding, Yichen Song, Hongzhi Wang, Donghua Yang, Chen Wang, Jianmin Wang:
Clean4TSDB: A Data Cleaning Tool for Time Series Databases. 4377-4380 - Chengliang Chai, Yuhao Deng, Yutong Zhan, Ziqi Cao, Yuanfang Zhang, Lei Cao, Yu-Ping Wang, Zhiwei Zhang, Ye Yuan, Guoren Wang, Nan Tang:
LakeCompass: An End-to-End System for Table Maintenance, Search and Analysis in Data Lakes. 4381-4384 - Jianzhe Yu, Wei Dong, Juanru Fang, Dajun Sun, Ke Yi:
DOP-SQL: A General-purpose, High-utility, and Extensible Private SQL System. 4385-4388 - Baolong Mei, Yafei Li, Wei Chen, Linshen Luan, Guanglei Zhu, Yuanyuan Jin, Jianliang Xu:
Catcher: A Cache Analysis System for Top-k Pub/Sub Service. 4389-4392 - Sotiris Vasileiadis, Matthew Paraskeva, George Savva, Andreas Efstathiou, Edson Ramiro Lucas Filho, Jianqiang Shen, Lun Yang, Ke-Bo Fu, Herodotos Herodotou:
Optimizing Distributed Tiered Data Storage Systems with DITIS. 4393-4396 - Zhaozhuo Li, Xin Wang, Meng Wang, Yajun Yang, Bohan Li, Dong Han:
VQFT: A Visual Query Approach Based on Full-Text Search for Knowledge Graphs. 4397-4400 - Zhen Zhu, Yibo Wang, Shouqing Yang, Lin Long, Runze Wu, Xiu Tang, Junbo Zhao, Haobo Wang:
CORAL: Collaborative Automatic Labeling System based on Large Language Models. 4401-4404 - Wangze Ni, Yiwei Zhao, Pengze Chen, Lei Chen, Peng Cheng, Chen Jason Zhang:
CMixing: An Efficient Coin Mixing Platform to Enhance Anonymity in Cryptocurrency Transactions. 4405-4408 - Eilot W. Robson, Dhemath Reddy, Abhishek Kumar Umrawal:
CyNetDiff: A Python Library for Accelerated Implementation of Network Diffusion Models. 4409-4412 - Zhe Fu, Mo Sha, Yiran Li, Huorong Li, Yubing Ma, Sheng Wang, Feifei Li:
EncChain: Enhancing Large Language Model Applications with Advanced Privacy Preservation Techniques. 4413-4416 - Nima Shahbazi, Mahdi Erfanian, Abolfazl Asudeh, Fatemeh Nargesian, Divesh Srivastava:
FairEM360: A Suite for Responsible Entity Matching. 4417-4420 - Mohamed Y. Eltabakh, Zan Ahmad Naeem, Mohammad Shahmeer Ahmad, Mourad Ouzzani, Nan Tang:
RetClean: Retrieval-Based Tabular Data Cleaning Using LLMs and Data Lakes. 4421-4424 - Franco Solleza, Shihang Li, William Sun, Richard Tang, Malte Schwarzkopf, Nesime Tatbul, Andrew Crotty, David Cohen, Stan Zdonik:
Mach: Firefighting Time-Critical Issues in Complex Systems Using High-Frequency Telemetry. 4425-4428 - Renzhi Wu, Pramod Chunduri, Dristi J. Shah, Ashmitha Julius Aravind, Ali Payani, Xu Chu, Joy Arulraj, Kexin Rong:
SketchQL Demonstration: Zero-shot Video Moment Querying with Sketches. 4429-4432 - Yiding Zhu, Hongwei Zhang, Jiayao Zhang, Jinfei Liu, Kui Ren:
DataPrice: An Interactive System for Pricing Datasets in Data Marketplaces. 4433-4436 - Pinhan Zhao, Yang He, Xinyu Wang, Yuepeng Wang:
Demonstration of the VeriEQL Equivalence Checker for Complex SQL Queries. 4437-4440 - Zeqi Zhu, Zeheng Fan, Yuxiang Zeng, Yexuan Shi, Yi Xu, Mengmeng Zhou, Jin Dong:
FedSQ: A Secure System for Federated Vector Similarity Queries. 4441-4444 - Shuyue Wei, Yuanyuan Zhang, Zimu Zhou, Tianlong Zhang, Ke Xu:
FedSM: A Practical Federated Shared Mobility System. 4445-4448 - Alexander van Renen, Mihail Stoian, Andreas Kipf:
DataLoom: Simplifying Data Loading with LLMs. 4449-4452 - Jie Jeff Xu, Saahir Dhanani, Jorge Henrique Piazentin Ono, Wenbin He, Liu Ren, Kexin Rong:
Demonstration of VCR: A Tabular Data Slicing Approach to Understanding Object Detection Model Performance. 4453-4456 - Mengying Wang, Hanchao Ma, Sheng Guan, Yiyang Bian, Haolai Che, Abhishek Daundkar, Alp Sehirlioglu, Yinghui Wu:
ModsNet: Performance-aware Top-k Model Search using Exemplar Datasets. 4457-4460 - Linshan Jiang, Moming Duan, Bingsheng He, Yulin Sun, Peishen Yan, Yang Hua, Tao Song:
OFL-W3: A One-shot Federated Learning System on Web 3.0. 4461-4464 - Chang Gao, Tianlong Zhang, Yuxiang Zeng, Yi Xu, Shuyuan Li, Yuanyuan Zhang:
Swift: A Data-Driven Flight Planning System at Scale. 4465-4468 - Laila Abdelhafeez, Andres Calderon, Amr Magdy, Vassilis J. Tsotras:
Pyneapple-G: Scalable Spatial Grouping Queries. 4469-4472 - Itay Elyashiv, Amir Gilad, Edna Isakov, Tal Tikochinsky, Amit Somech:
PD-Explain: A Unified Python-native Framework for Query Explanations Over DataFrames. 4473-4476 - Jiawei Guan, Feng Zhang, Yuxin Tang, Weitang Ye, Xiaoyong Du:
HocoPG: A Database System with Homomorphic Compression for Text Processing. 4477-4480 - Xinyang Zhao, Xuanhe Zhou, Guoliang Li:
Chat2Data: An Interactive Data Analysis System with RAG, Vector Databases and LLMs. 4481-4484 - Shuhao Liu, Yang Liu, Wenfei Fan:
PrismX: A Single-Machine System for Querying Big Graphs. 4485-4488 - Zhiyu Liang, Chen Liang, Zheng Liang, Hongzhi Wang, Bo Zheng:
TimeCSL: Unsupervised Contrastive Learning of General Shapelets for Explorable Time Series Analysis. 4489-4492 - Xiangmin Zhou, Chengkun He, Xi Chen, Yanchun Zhang:
HSAP: A Human-in-the-loop Social Media-based Situation Awareness Platform. 4493-4496 - Yiqi Shen, Sijia Li, Miaodong Shen, Peng Cai, Weiyuan Xu, Li Kai, Jinlong Cai:
DB-MAGS: Multi-Anomaly Data Generation System for Transactional Databases. 4497-4500 - Peizhi Wu, Yi Zhang, Wang-Chiew Tan, Zachary G. Ives:
QuoteInspector: Gaining Insight about Social Media Discussions. 4501-4504 - Jianguo Wang, Eric Hanson, Guoliang Li, Yannis Papakonstantinou, Harsha Simhadri, Charles Xie:
Vector Databases: What's Really New and What's Next? 4505-4506 - Fusheng Wang, Rubao Lee, Dejun Teng, Xiaodong Zhang, Joel H. Saltz:
High-Performance Spatial Data Analytics: Systematic R&D for Scale-Out and Scale-Up Solutions from the Past to Now. 4507-4520 - Sihem Amer-Yahia:
Intelligent Agents for Data Exploration. 4521-4530 - Arun Kumar:
Reimagining Deep Learning Systems Through the Lens of Data Systems. 4531-4535 - Viktor Leis:
LeanStore: A High-Performance Storage Engine for NVMe SSDs. 4536-4545 - Samuel Madden, Michael J. Cafarella, Michael J. Franklin, Tim Kraska:
Databases Unbound: Querying All of the World's Bytes with AI. 4546-4554 - Xiaokui Xiao:
Sharing Information with Differential Privacy: A Database Perspective. 4555 - Fatma Ozcan:
Harmonizing ML and Databases: A Symphony of Data. 4556
Volume 17, Number 13, September 2024
- Meihui Zhang, Cyrus Shahabi:
Front Matter. - Michael Fruth, Stefanie Scherzinger:
The Case for DBMS Live Patching. 4557-4570 - Guanghua Li, Hao Zhang, Xibo Sun, Qiong Luo, Yuanyuan Zhu:
TenGraph: A Tensor-Based Graph Query Engine. 4571-4584 - Tsz Nam Chan, Bojian Zhu, Dingming Wu, Yun Peng, Leong Hou U:
LARGE: A Length-Aggregation-based Grid Structure for Line Density Visualization. 4585-4598 - Haoran Zhang, Shuai Mu, Sebastian Angel, Vincent Liu:
CausalMesh: A Causal Cache for Stateful Serverless Computing. 4599-4613 - Luigi Bellomarini, Davide Benedetto, Matteo Brandetti, Emanuel Sallinger, Adriano Vlad:
The Vadalog Parallel System: Distributed Reasoning with Datalog+/-. 4614-4626 - Haibo Xiu, Pankaj K. Agarwal, Jun Yang:
PARQO: Penalty-Aware Robust Plan Selection in Query Optimization. 4627-4640 - Zezhong Xu, Yincen Qu, Wen Zhang, Lei Liang, Huajun Chen:
InBox: Recommendation with Knowledge Graph using Interest Box Embedding. 4641-4654 - Zongyan He, Jeffrey Xu Yu:
A Branch-\u0026-Bound Algorithm for Fractional Hypertree Decomposition. 4655-4667 - Zeyu Wang, Qitong Wang, Xiaoxing Cheng, Peng Wang, Themis Palpanas, Wei Wang:
Steiner-Hardness: A Query Hardness Measure for Graph-Based ANN Indexes. 4668-4682 - Yiqi Wang, Long Yuan, Wenjie Zhang, Zi Chen, Xuemin Lin, Qing Liu:
Simpler is More: Efficient Top-K Nearest Neighbors Search on Large Road Networks. 4683-4695 - Tim Fischer, Denis Hirn, Torsten Grust:
SQL Engines Excel at the Execution of Imperative Programs. 4696-4708 - Bobbi W. Yogatama, Weiwei Gong, Xiangyao Yu:
Scaling your Hybrid CPU-GPU DBMS to Multiple GPUs. 4709-4722 - Abduvoris Abduvakhobov, Søren Kejser Jensen, Torben Bach Pedersen, Christian Thomsen:
Scalable Model-Based Management of Massive High Frequency Wind Turbine Data with ModelarDB. 4723-4732 - Tejasvi Kashi, Kenneth Salem, Jaemyung Kim, Khuzaima Daudjee:
Eventual Durability. 4733-4745 - Ruizhong Qiu, Jun-Gi Jang, Xiao Lin, Lihui Liu, Hanghang Tong:
TUCKET: A Tensor Time Series Data Structure for Efficient and Accurate Factor Analysis over Time Ranges. 4746-4759 - Yuchen Meng, Ronghua Li, Longlong Lin, Xunkai Li, Guoren Wang:
Topology-preserving Graph Coarsening: An Elementary Collapse-based Approach. 4760-4772 - Guanli Liu, Lars Kulik, Christian S. Jensen, Tianyi Li, Renata Borovica-Gajic, Jianzhong Qi:
Efficient Cost Modeling of Space-filling Curves. 4773-4785 - Eduardo Souza dos Reis, Mohamed Abdelaal, Carsten Binnig:
Generalizable Data Cleaning of Tabular Data in Latent Space. 4786-4798 - Muhammad Ghufran Khan, Ioana Manolescu, Angelos-Christos G. Anadiotis:
Dynamic Graph Databases with Out-of-order Updates. 4799-4812 - Lingze Zeng, Naili Xing, Shaofeng Cai, Gang Chen, Beng Chin Ooi, Jian Pei, Yuncheng Wu:
Powering In-Database Dynamic Model Slicing for Structured Data Analytics. 4813-4826 - Hongfu Li, Qian Tao, Song Yu, Shufeng Gong, Yanfeng Zhang, Feng Yao, Wenyuan Yu, Ge Yu, Jingren Zhou:
GastCoCo: Graph Storage and Coroutine-Based Prefetch Co-Design for Dynamic Graph Processing. 4827-4839 - Xiaoou Ding, Yichen Song, Hongzhi Wang, Chen Wang, Donghua Yang:
MTSClean: Efficient Constraint-based Cleaning for Multi-Dimensional Time Series Data. 4840-4852 - Abd Errahmane Kiouche, Julien Baste, Mohammed Haddad, Hamida Seba, Angela Bonifati:
Neighborhood-Preserving Graph Sparsification. 4853-4866 - Matthias Urban, Carsten Binnig:
ELEET: Efficient Learned Query Execution over Text and Tables. 4867-4880
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