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ORCIDProceedings of the ACM on Management of Data, Volume 1
Volume 1, Number 1, May 2023
- Divyakant Agrawal
, Sihem Amer-Yahia, K. Selcuk Candan:
PACMMOD V1 N1 Editorial - Welcome to PACMMOD. 1:1-1:8
- Sebastian Baunsgaard, Matthias Boehm:
AWARE: Workload-aware, Redundancy-exploiting Linear Algebra. 2:1-2:28 - Rong-Cheng Tu, Xian-Ling Mao, Kevin Qinghong Lin, Chengfei Cai, Weize Qin, Wei Wei, Hongfa Wang, Heyan Huang:
Unsupervised Hashing with Semantic Concept Mining. 3:1-3:19 - Zheng Chen, Feng Zhang, Jiawei Guan, Jidong Zhai, Xipeng Shen, Huanchen Zhang, Wentong Shu, Xiaoyong Du:
CompressGraph: Efficient Parallel Graph Analytics with Rule-Based Compression. 4:1-4:31 - Qiang Huang, Pingyi Luo, Anthony K. H. Tung:
A New Sparse Data Clustering Method Based On Frequent Items. 5:1-5:28 - Sihao Hu, Zhen Zhang, Shengliang Lu, Bingsheng He, Zhao Li:
Sequence-Based Target Coin Prediction for Cryptocurrency Pump-and-Dump. 6:1-6:19 - Viktor Leis, Adnan Alhomssi, Tobias Ziegler, Yannick Loeck, Christian Dietrich:
Virtual-Memory Assisted Buffer Management. 7:1-7:25 - Hantian Zhang, Ki Hyun Tae, Jaeyoung Park, Xu Chu, Steven Euijong Whang:
iFlipper: Label Flipping for Individual Fairness. 8:1-8:26 - Aamod Khatiwada, Grace Fan, Roee Shraga, Zixuan Chen, Wolfgang Gatterbauer, Renée J. Miller, Mirek Riedewald:
SANTOS: Relationship-based Semantic Table Union Search. 9:1-9:25 - Yuanpeng Li, Feiyu Wang, Xiang Yu, Yilong Yang, Kaicheng Yang, Tong Yang, Zhuo Ma, Bin Cui, Steve Uhlig:
LadderFilter: Filtering Infrequent Items with Small Memory and Time Overhead. 10:1-10:21 - Shang Liu, Gao Cong, Kaiyu Feng, Wanli Gu, Fuzheng Zhang:
Effectiveness Perspectives and a Deep Relevance Model for Spatial Keyword Queries. 11:1-11:25 - Tatiana Jin, Boyang Li, Yichao Li, Qihui Zhou, Qianli Ma, Yunjian Zhao, Hongzhi Chen, James Cheng:
Circinus: Fast Redundancy-Reduced Subgraph Matching. 12:1-12:26 - Zhuoxing Zhang, Wu Chen, Sebastian Link:
Composite Object Normal Forms: Parameterizing Boyce-Codd Normal Form by the Number of Minimal Keys. 13:1-13:25 - Bo Huang, Victor Junqiu Wei, Raymond Chi-Wing Wong, Bo Tang:
EAR-Oracle: On Efficient Indexing for Distance Queries between Arbitrary Points on Terrain Surface. 14:1-14:26 - Rongjian Yang, Zhijie Zhang, Weiguo Zheng, Jeffrey Xu Yu:
Fast Continuous Subgraph Matching over Streaming Graphs via Backtracking Reduction. 15:1-15:26 - Renchi Yang, Jing Tang:
Efficient Estimation of Pairwise Effective Resistance. 16:1-16:27 - Chengyu Wang, Kui Wu, Tongqing Zhou, Zhiping Cai:
Time2State: An Unsupervised Framework for Inferring the Latent States in Time Series Data. 17:1-17:18 - Hanmo Liu, Shimin Di, Lei Chen:
Incremental Tabular Learning on Heterogeneous Feature Space. 18:1-18:18 - Aunn Raza, Periklis Chrysogelos, Angelos-Christos G. Anadiotis, Anastasia Ailamaki:
One-shot Garbage Collection for In-memory OLTP through Temporality-aware Version Storage. 19:1-19:25 - Lei Cao, Yizhou Yan, Yu Wang, Samuel Madden, Elke A. Rundensteiner:
AutoOD: Automatic Outlier Detection. 20:1-20:27 - Ritesh Ahuja, Sepanta Zeighami, Gabriel Ghinita, Cyrus Shahabi:
A Neural Approach to Spatio-Temporal Data Release with User-Level Differential Privacy. 21:1-21:25 - Haoyue Ping, Julia Stoyanovich:
Most Expected Winner: An Interpretation of Winners over Uncertain Voter Preferences. 22:1-22:25 - Chenguang Fang, Shaoxu Song, Haoquan Guan, Xiangdong Huang, Chen Wang, Jianmin Wang:
Grouping Time Series for Efficient Columnar Storage. 23:1-23:26 - Jeeta Ann Chacko, Ruben Mayer, Hans-Arno Jacobsen:
How To Optimize My Blockchain? A Multi-Level Recommendation Approach. 24:1-24:27 - Guanhao Hou, Qintian Guo, Fangyuan Zhang, Sibo Wang, Zhewei Wei:
Personalized PageRank on Evolving Graphs with an Incremental Index-Update Scheme. 25:1-25:26 - Yang Cao, Wenfei Fan, Weijie Ou, Rui Xie, Wenyue Zhao:
Transaction Scheduling: From Conflicts to Runtime Conflicts. 26:1-26:26 - Tianhao Wu, Ji Cheng, Chaorui Zhang, Jianfeng Hou, Gengjian Chen, Zhongyi Huang, Weixi Zhang, Wei Han, Bo Bai:
ClipSim: A GPU-friendly Parallel Framework for Single-Source SimRank with Accuracy Guarantee. 27:1-27:26 - Fang Wang, Xiao Yan, Man Lung Yiu, Shuai Li, Zunyao Mao, Bo Tang:
Speeding Up End-to-end Query Execution via Learning-based Progressive Cardinality Estimation. 28:1-28:25 - Lasse Thostrup, Gloria Doci, Nils Boeschen, Manisha Luthra, Carsten Binnig:
Distributed GPU Joins on Fast RDMA-capable Networks. 29:1-29:26 - Madelon Hulsebos, Çagatay Demiralp, Paul Groth:
GitTables: A Large-Scale Corpus of Relational Tables. 30:1-30:17 - Yifan Li, Xiaohui Yu, Nick Koudas, Shu Lin, Calvin Sun, Chong Chen:
dbET: Execution Time Distribution-based Plan Selection. 31:1-31:26 - Renzhi Wu, Alexander Bendeck, Xu Chu, Yeye He:
Ground Truth Inference for Weakly Supervised Entity Matching. 32:1-32:28 - Meghdad Kurmanji, Peter Triantafillou:
Detect, Distill and Update: Learned DB Systems Facing Out of Distribution Data. 33:1-33:27 - Zhibin Wang, Longbin Lai, Yixue Liu, Bing Shui, Chen Tian, Sheng Zhong:
I/O-Efficient Butterfly Counting at Scale. 34:1-34:27 - Yuxiang Zeng, Yongxin Tong, Lei Chen:
LiteHST: A Tree Embedding based Method for Similarity Search. 35:1-35:26 - Thanasis Georgiadis, Nikos Mamoulis:
Raster Intervals: An Approximation Technique for Polygon Intersection Joins. 36:1-36:18 - Maximilian Schleich, Amir Shaikhha, Dan Suciu:
Optimizing Tensor Programs on Flexible Storage. 37:1-37:27 - Zhiwei Fan, Paraschos Koutris, Xiating Ouyang, Jef Wijsen:
LinCQA: Faster Consistent Query Answering with Linear Time Guarantees. 38:1-38:25 - Efthymia Tsamoura, Jaehun Lee, Jacopo Urbani:
Probabilistic Reasoning at Scale: Trigger Graphs to the Rescue. 39:1-39:27 - Christoforos Svingos, André Hernich, Hinnerk Gildhoff, Yannis Papakonstantinou, Yannis E. Ioannidis:
Foreign Keys Open the Door for Faster Incremental View Maintenance. 40:1-40:25 - Ziniu Wu, Parimarjan Negi, Mohammad Alizadeh, Tim Kraska, Samuel Madden:
FactorJoin: A New Cardinality Estimation Framework for Join Queries. 41:1-41:27 - Bar Genossar, Roee Shraga, Avigdor Gal:
FlexER: Flexible Entity Resolution for Multiple Intents. 42:1-42:27 - Nuno Faria, José Pereira:
MRVs: Enforcing Numeric Invariants in Parallel Updates to Hotspots with Randomized Splitting. 43:1-43:27 - Chenhao Ye, Wuh-Chwen Hwang, Keren Chen, Xiangyao Yu:
Polaris: Enabling Transaction Priority in Optimistic Concurrency Control. 44:1-44:24 - Kaixin Liu, Sibo Wang, Yong Zhang, Chunxiao Xing:
An Efficient Algorithm for Distance-based Structural Graph Clustering. 45:1-45:25 - Alex Conway, Martin Farach-Colton, Rob Johnson:
SplinterDB and Maplets: Improving the Tradeoffs in Key-Value Store Compaction Policy. 46:1-46:27 - Prashant Pandey, Michael A. Bender, Alex Conway, Martin Farach-Colton, William Kuszmaul, Guido Tagliavini, Rob Johnson:
IcebergHT: High Performance Hash Tables Through Stability and Low Associativity. 47:1-47:26 - Jiayao Zhang, Qiheng Sun, Jinfei Liu, Li Xiong, Jian Pei, Kui Ren:
Efficient Sampling Approaches to Shapley Value Approximation. 48:1-48:24 - Kaiqiang Yu, Cheng Long:
Maximum k-Biplex Search on Bipartite Graphs: A Symmetric-BK Branching Approach. 49:1-49:26 - Yangxin Fan, Xuanji Yu, Raymond Wieser, David Meakin, Avishai Shaton, Jean-Nicolas Jaubert, Robert Flottemesch, Michael Howell, Jennifer Braid, Laura S. Bruckman, Roger H. French, Yinghui Wu:
Spatio-Temporal Denoising Graph Autoencoders with Data Augmentation for Photovoltaic Data Imputation. 50:1-50:19 - Kai Huang, Haibo Hu, Qingqing Ye, Kai Tian, Bolong Zheng, Xiaofang Zhou:
TED: Towards Discovering Top-k Edge-Diversified Patterns in a Graph Database. 51:1-51:26 - Yiming Li, Yanyan Shen, Lei Chen, Mingxuan Yuan:
Orca: Scalable Temporal Graph Neural Network Training with Theoretical Guarantees. 52:1-52:27 - Kyle B. Deeds, Dan Suciu, Magdalena Balazinska:
SafeBound: A Practical System for Generating Cardinality Bounds. 53:1-53:26 - Yun Peng, Byron Choi, Tsz Nam Chan, Jianye Yang, Jianliang Xu:
Efficient Approximate Nearest Neighbor Search in Multi-dimensional Databases. 54:1-54:27 - Xiu Tang, Sai Wu, Dongxiang Zhang, Feifei Li, Gang Chen:
Detecting Logic Bugs of Join Optimizations in DBMS. 55:1-55:26 - Zirui Liu, Yixin Zhang, Yifan Zhu, Ruwen Zhang, Tong Yang, Kun Xie, Sha Wang, Tao Li, Bin Cui:
TreeSensing: Linearly Compressing Sketches with Flexibility. 56:1-56:28 - Reham Omar, Ishika Dhall, Panos Kalnis, Essam Mansour:
A Universal Question-Answering Platform for Knowledge Graphs. 57:1-57:25 - Xiaogang Huang, Tiefeng Ma:
Fast Density-Based Clustering: Geometric Approach. 58:1-58:24 - Yancan Mao, Jianjun Zhao, Shuhao Zhang, Haikun Liu, Volker Markl:
MorphStream: Adaptive Scheduling for Scalable Transactional Stream Processing on Multicores. 59:1-59:26 - Pinghui Wang, Chengjin Yang, Dongdong Xie, Junzhou Zhao, Hui Li, Jing Tao, Xiaohong Guan:
An Effective and Differentially Private Protocol for Secure Distributed Cardinality Estimation. 60:1-60:24 - Yuzheng Cai, Siyuan Liu, Weiguo Zheng, Xuemin Lin:
Towards Generating Hop-constrained s-t Simple Path Graphs. 61:1-61:26 - Weixing Zhou, Qi Peng, Zijie Zhang, Yanfeng Zhang, Yang Ren, Sihao Li, Guo Fu, Yulong Cui, Qiang Li, Caiyi Wu, Shangjun Han, Shengyi Wang, Guoliang Li, Ge Yu:
GeoGauss: Strongly Consistent and Light-Coordinated OLTP for Geo-Replicated SQL Database. 62:1-62:27 - Tu Gu, Kaiyu Feng, Gao Cong, Cheng Long, Zheng Wang, Sheng Wang:
The RLR-Tree: A Reinforcement Learning Based R-Tree for Spatial Data. 63:1-63:26 - Peng Jia, Shaofeng Cai, Beng Chin Ooi, Pinghui Wang, Yiyuan Xiong:
Robust and Transferable Log-based Anomaly Detection. 64:1-64:26 - Leon Bornemann, Tobias Bleifuß, Dmitri V. Kalashnikov, Fatemeh Nargesian, Felix Naumann, Divesh Srivastava:
Matching Roles from Temporal Data: Why Joe Biden is not only President, but also Commander-in-Chief. 65:1-65:26 - Olamide Timothy Tawose, Jun Dai, Lei Yang, Dongfang Zhao:
Toward Efficient Homomorphic Encryption for Outsourced Databases through Parallel Caching. 66:1-66:23 - Yiwen Zhu, Rathijit Sen, Robert Horton, John Mark Agosta:
Runtime Variation in Big Data Analytics. 67:1-67:20 - Meihao Liao, Rong-Hua Li, Qiangqiang Dai, Hongyang Chen, Hongchao Qin, Guoren Wang:
Efficient Resistance Distance Computation: The Power of Landmark-based Approaches. 68:1-68:27 - Yizhang He, Kai Wang, Wenjie Zhang, Xuemin Lin, Ying Zhang:
Scaling Up k-Clique Densest Subgraph Detection. 69:1-69:26 - Wenfei Fan, Ziyan Han, Yaoshu Wang, Min Xie:
Discovering Top-k Rules using Subjective and Objective Criteria. 70:1-70:29 - Konstantin Emil Thiel, Daniel Kocher, Nikolaus Augsten, Thomas Hütter, Willi Mann, Daniel Ulrich Schmitt:
FINEX: A Fast Index for Exact & Flexible Density-Based Clustering. 71:1-71:25 - Shiyue Huang, Ziwei Wang, Xinyi Zhang, Yaofeng Tu, Zhongliang Li, Bin Cui:
DBPA: A Benchmark for Transactional Database Performance Anomalies. 72:1-72:26 - Immanuel Haffner, Jens Dittrich:
Efficiently Computing Join Orders with Heuristic Search. 73:1-73:26 - Lyuheng Yuan, Da Yan, Wenwen Qu, Saugat Adhikari, Jalal Khalil, Cheng Long, Xiaoling Wang:
T-FSM: A Task-Based System for Massively Parallel Frequent Subgraph Pattern Mining from a Big Graph. 74:1-74:26 - Youri Kaminsky, Eduardo H. M. Pena, Felix Naumann:
Discovering Similarity Inclusion Dependencies. 75:1-75:24 - Shiqi Zhang, Renchi Yang, Xiaokui Xiao, Xiao Yan, Bo Tang:
Effective and Efficient PageRank-based Positioning for Graph Visualization. 76:1-76:27 - Qiangqiang Dai, Rong-Hua Li, Meihao Liao, Guoren Wang:
Maximal Defective Clique Enumeration. 77:1-77:26 - Xiaowei Ye, Rong-Hua Li, Qiangqiang Dai, Hongchao Qin, Guoren Wang:
Efficient Biclique Counting in Large Bipartite Graphs. 78:1-78:26 - Yikai Zhao, Wenchen Han, Zheng Zhong, Yinda Zhang, Tong Yang, Bin Cui:
Double-Anonymous Sketch: Achieving Top-K-fairness for Finding Global Top-K Frequent Items. 79:1-79:26 - Shixun Huang, Junhao Gan, Zhifeng Bao, Wenqing Lin:
Managing Conflicting Interests of Stakeholders in Influencer Marketing. 80:1-80:27 - Feiyu Wang, Qizhi Chen, Yuanpeng Li, Tong Yang, Yaofeng Tu, Lian Yu, Bin Cui:
JoinSketch: A Sketch Algorithm for Accurate and Unbiased Inner-Product Estimation. 81:1-81:26 - Zhaojing Luo, Shaofeng Cai, Yatong Wang, Beng Chin Ooi:
Regularized Pairwise Relationship based Analytics for Structured Data. 82:1-82:27 - Rana Shahout, Roy Friedman, Ran Ben Basat:
Together is Better: Heavy Hitters Quantile Estimation. 83:1-83:25 - Jianhong Tu, Ju Fan, Nan Tang, Peng Wang, Guoliang Li, Xiaoyong Du, Xiaofeng Jia, Song Gao:
Unicorn: A Unified Multi-tasking Model for Supporting Matching Tasks in Data Integration. 84:1-84:26 - Yunxiang Su, Yikun Gong, Shaoxu Song:
Time Series Data Validity. 85:1-85:26 - Wenfei Fan, Wenzhi Fu, Ruochun Jin, Muyang Liu, Ping Lu, Chao Tian:
Making It Tractable to Catch Duplicates and Conflicts in Graphs. 86:1-86:28 - Kaiqi Liu, Panrong Tong, Mo Li, Yue Wu, Jianqiang Huang:
ST4ML: Machine Learning Oriented Spatio-Temporal Data Processing at Scale. 87:1-87:28 - Yuyu Luo, Yihui Zhou, Nan Tang, Guoliang Li, Chengliang Chai, Leixian Shen:
Learned Data-aware Image Representations of Line Charts for Similarity Search. 88:1-88:29 - Chen Dar, Moshik Hershcovitch, Adam Morrison:
RLS Side Channels: Investigating Leakage of Row-Level Security Protected Data Through Query Execution Time. 89:1-89:25 - Hongshi Tan, Xinyu Chen, Yao Chen, Bingsheng He, Weng-Fai Wong:
LightRW: FPGA Accelerated Graph Dynamic Random Walks. 90:1-90:27 - Sibei Chen, Nan Tang, Ju Fan, Xuemi Yan, Chengliang Chai, Guoliang Li, Xiaoyong Du:
HAIPipe: Combining Human-generated and Machine-generated Pipelines for Data Preparation. 91:1-91:26 - Manuel Schönberger, Stefanie Scherzinger, Wolfgang Mauerer:
Ready to Leap (by Co-Design)? Join Order Optimisation on Quantum Hardware. 92:1-92:27 - Pasquale Balsebre, Dezhong Yao, Gao Cong, Weiming Huang, Zhen Hai:
Mining Geospatial Relationships from Text. 93:1-93:26 - Xuanhe Zhou, Guoliang Li, Jianhua Feng, Luyang Liu, Wei Guo:
Grep: A Graph Learning Based Database Partitioning System. 94:1-94:24 - Chaoyu Chen, Hang Yu, Zhichao Lei, Jianguo Li, Shaokang Ren, Tingkai Zhang, Silin Hu, Jianchao Wang, Wenhui Shi:
BALANCE: Bayesian Linear Attribution for Root Cause Localization. 95:1-95:26 - Xinyu Du, Xingyi Zhang, Sibo Wang, Zengfeng Huang:
Efficient Tree-SVD for Subset Node Embedding over Large Dynamic Graphs. 96:1-96:26 - Xinle Wu, Dalin Zhang, Miao Zhang, Chenjuan Guo, Bin Yang, Christian S. Jensen:
AutoCTS+: Joint Neural Architecture and Hyperparameter Search for Correlated Time Series Forecasting. 97:1-97:26 - Ziliang Lai, Chris Liu, Eric Lo:
When Private Blockchain Meets Deterministic Database. 98:1-98:28 - Bruno Barbarioli, Gabriel Mersy, Stavros Sintos, Sanjay Krishnan:
Hierarchical Residual Encoding for Multiresolution Time Series Compression. 99:1-99:26 - Sepanta Zeighami, Cyrus Shahabi, Vatsal Sharan:
NeuroSketch: Fast and Approximate Evaluation of Range Aggregate Queries with Neural Networks. 100:1-100:26 - Samira Akili, Steven Purtzel, Matthias Weidlich:
INEv: In-Network Evaluation for Event Stream Processing. 101:1-101:26 - Guangjing Wang, Nikolay Ivanov, Bocheng Chen, Qi Wang, ThanhVu Nguyen, Qiben Yan:
Graph Learning for Interactive Threat Detection in Heterogeneous Smart Home Rule Data. 102:1-102:27 - Majid Saeedan, Ahmed Eldawy, Zhijia Zhao:
dsJSON: A Distributed SQL JSON Processor. 103:1-103:25 - Xiaoye Miao, Yangyang Wu, Jiazhen Peng, Yunjun Gao, Jianwei Yin:
Efficient and Effective Cardinality Estimation for Skyline Family. 104:1-104:21 - Ke Wang, Guanqun Yang, Yiwei Li, Huanchen Zhang, Mingyu Gao:
When Tree Meets Hash: Reducing Random Reads for Index Structures on Persistent Memories. 105:1-105:26 - Zhengxin Zhang, Qing Li, Guanglin Duan, Dan Zhao, Jingyu Xiao, Guorui Xie, Yong Jiang:
Pontus: Finding Waves in Data Streams. 106:1-106:26 - Rui Fu, Yuncheng Wu, Quanqing Xu, Meihui Zhang:
FEAST: A Communication-efficient Federated Feature Selection Framework for Relational Data. 107:1-107:28 - Zhuoxuan Liu, Shimin Chen:
Pea Hash: A Performant Extendible Adaptive Hashing Index. 108:1-108:25 - Lyric Doshi, Vincent Zhuang, Gaurav Jain, Ryan Marcus, Haoyu Huang,