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Proceedings of the ACM on Management of Data, Volume 2
Volume 2, Number 1, February 2024
- Divy Agrawal
, Alexandra Meliou
PACMMOD Volume 2 Issue 1: Editorial. 1:1-1:2 - David C. Y. Chu
Optimizing Distributed Protocols with Query Rewrites. 2:1-2:25 - Marco Costa
Grafite: Taming Adversarial Queries with Optimal Range Filters. 3:1-3:23 - Jinyang Liu
High-performance Effective Scientific Error-bounded Lossy Compression with Auto-tuned Multi-component Interpolation. 4:1-4:27 - Siyuan Zhang
MWP: Multi-Window Parallel Evaluation of Regular Path Queries on Streaming Graphs. 5:1-5:26 - Yinzhao Yan
Proximity Queries on Point Clouds using Rapid Construction Path Oracle. 6:1-6:26 - Kaixin Wang
Efficient k-Clique Listing: An Edge-Oriented Branching Strategy. 7:1-7:26 - Shuai An
Relative Keys: Putting Feature Explanation into Context. 8:1-8:28 - Si Liu
NOC-NOC: Towards Performance-optimal Distributed Transactions. 9:1-9:25 - Yihang Zheng
Robustness of Updatable Learning-based Index Advisors against Poisoning Attack. V2mod010:1-V2mod010:26 - Xinyi Zhang
FedKNN: Secure Federated k-Nearest Neighbor Search. V2mod011:1-V2mod011:26 - Haojie Ji
FineMon: An Innovative Adaptive Network Telemetry Scheme for Fine-Grained, Multi-Metric Data Monitoring with Dynamic Frequency Adjustment and Enhanced Data Recovery. V2mod012:1-V2mod012:26 - Xianzhi Zeng
PECJ: Stream Window Join on Disorder Data Streams with Proactive Error Compensation. V2mod013:1-V2mod013:24 - Mengzhao Wang
Starling: An I/O-Efficient Disk-Resident Graph Index Framework for High-Dimensional Vector Similarity Search on Data Segment. V2mod014:1-V2mod014:27 - Yingze Li
One Seed, Two Birds: A Unified Learned Structure for Exact and Approximate Counting. 15:1-15:26 - Amir Shaikhha
Optimizing Nested Recursive Queries. 16:1-16:27 - Yesdaulet Izenov
Sub-optimal Join Order Identification with L1-error. 17:1-17:24 - Yasuhiro Fujiwara
Efficient Algorithm for K-Multiple-Means. 18:1-18:26 - Yanchao Xu
Predictive and Near-Optimal Sampling for View Materialization in Video Databases. 19:1-19:27 - George Christodoulou
LIT: Lightning-fast In-memory Temporal Indexing. 20:1-20:27 - Junran Yang
Optimizing Dataflow Systems for Scalable Interactive Visualization. 21:1-21:25 - Yuanyuan Zeng
Efficient Distributed Hop-Constrained Path Enumeration on Large-Scale Graphs. 22:1-22:25 - Renchi Yang
Efficient High-Quality Clustering for Large Bipartite Graphs. 23:1-23:27 - Arash Dargahi Nobari
DTT: An Example-Driven Tabular Transformer for Joinability by Leveraging Large Language Models. 24:1-24:24 - Ziling Chen
Determining Exact Quantiles with Randomized Summaries. 25:1-25:26 - Pinghui Wang
An LDP Compatible Sketch for Securely Approximating Set Intersection Cardinalities. 26:1-26:27 - Jifan Shi
Spruce: a Fast yet Space-saving Structure for Dynamic Graph Storage. 27:1-27:26 - Tongyu Liu
Controllable Tabular Data Synthesis Using Diffusion Models. 28:1-28:29 - Boyu Yang
HERO: A Hierarchical Set Partitioning and Join Framework for Speeding up the Set Intersection Over Graphs. 29:1-29:25 - Xiaochen Li
Local Differentially Private Heavy Hitter Detection in Data Streams with Bounded Memory. 30:1-30:27 - Xiangpeng Hao
Towards Buffer Management with Tiered Main Memory. 31:1-31:26 - Jessica Shi
Parallel Algorithms for Hierarchical Nucleus Decomposition. 32:1-32:27 - Chang Ye
gSWORD: GPU-accelerated Sampling for Subgraph Counting. 33:1-33:26 - Juanru Fang
Privacy Amplification by Sampling under User-level Differential Privacy. 34:1-34:26 - Lei Rui
Time Series Representation for Visualization in Apache IoTDB. 35:1-35:26 - Matthias Jasny
Zero-sided RDMA: Network-driven Data Shuffling for Disaggregated Heterogeneous Cloud DBMSs. 36:1-36:28 - Jintao Zhang
PACE: Poisoning Attacks on Learned Cardinality Estimation. 37:1-37:27 - Peizhi Wu
Modeling Shifting Workloads for Learned Database Systems. 38:1-38:27 - Diego Arroyuelo
Worst-Case-Optimal Similarity Joins on Graph Databases. 39:1-39:26 - Tingyang Chen
View-based Explanations for Graph Neural Networks. 40:1-40:27 - Liang Liang
SWIX: A Memory-efficient Sliding Window Learned Index. 41:1-41:26 - Kyoseung Koo
PreVision: An Out-of-Core Matrix Computation System with Optimal Buffer Replacement. 42:1-42:25 - Tobias Bleifuß
Discovering Functional Dependencies through Hitting Set Enumeration. 43:1-43:24 - Tim Schwabe
Cardinality Estimation over Knowledge Graphs with Embeddings and Graph Neural Networks. 44:1-44:26 - Kyoungmin Kim
ASM: Harmonizing Autoregressive Model, Sampling, and Multi-dimensional Statistics Merging for Cardinality Estimation. 45:1-45:27 - Yiming Lin
PLAQUE: Automated Predicate Learning at Query Time. 46:1-46:25 - Subarna Chatterjee
Limousine: Blending Learned and Classical Indexes to Self-Design Larger-than-Memory Cloud Storage Engines. 47:1-47:28 - Luca Zecchini
Determining the Largest Overlap between Tables. 48:1-48:26 - Meghdad Kurmanji
Machine Unlearning in Learned Databases: An Experimental Analysis. 49:1-49:26 - Matteo Brucato
Wred: Workload Reduction for Scalable Index Tuning. 50:1-50:26 - Hailin Zhang
CAFE: Towards Compact, Adaptive, and Fast Embedding for Large-scale Recommendation Models. 51:1-51:28 - Utku Sirin
The Image Calculator: 10x Faster Image-AI Inference by Replacing JPEG with Self-designing Storage Format. 52:1-52:31 - Hanxian Huang
Sibyl: Forecasting Time-Evolving Query Workloads. 53:1-53:27 - Mehmet Aytimur
LPLM: A Neural Language Model for Cardinality Estimation of LIKE-Queries. 54:1-54:25 - Tiemo Bang
SkyPIE: A Fast & Accurate Oracle for Object Placement. 55:1-55:27 - Xuan Luo
Fast Shapley Value Computation in Data Assemblage Tasks as Cooperative Simple Games. 56:1-56:28 - Yiyuan Chen
Cabin: A Compressed Adaptive Binned Scan Index. 57:1-57:26 - Stefanos Baziotis
Dias: Dynamic Rewriting of Pandas Code. 58:1-58:27 - Jesús Camacho-Rodríguez
LST-Bench: Benchmarking Log-Structured Tables in the Cloud. 59:1-59:26 - Zhijie Zhang
A Comprehensive Survey and Experimental Study of Subgraph Matching: Trends, Unbiasedness, and Interaction. 60:1-60:29 - Wolfgang Gatterbauer
On The Reasonable Effectiveness of Relational Diagrams: Explaining Relational Query Patterns and the Pattern Expressiveness of Relational Languages. 61:1-61:27 - Jiaming Liang
RITA: Group Attention is All You Need for Timeseries Analytics. 62:1-62:28 - Lijun Chang
Maximum k-Plex Computation: Theory and Practice. 63:1-63:26 - Gansen Hu
WeBridge: Synthesizing Stored Procedures for Large-Scale Real-World Web Applications. 64:1-64:29 - Yihao Liu
LeCo: Lightweight Compression via Learning Serial Correlations. 65:1-65:28 - Brian Tsan
Approximate Sketches. 66:1-66:24 - Wonseok Lee
DoppelGanger++: Towards Fast Dependency Graph Generation for Database Replay. 67:1-67:26 - Jingzhi Fang
STile: Searching Hybrid Sparse Formats for Sparse Deep Learning Operators Automatically. 68:1-68:26 - Chaoji Zuo
SeRF: Segment Graph for Range-Filtering Approximate Nearest Neighbor Search. 69:1-69:26 - Massimo Perini
In-Database Data Imputation. 70:1-70:27 - Brit Youngmann
Summarized Causal Explanations For Aggregate Views. 71:1-71:27 - Roni Copul
TabEE: Tabular Embeddings Explanations. 72:1-72:26
Volume 2, Number 2, May 2024
- Floris Geerts
PACMMOD Volume 2 Issue 2: Editorial. 73 - Anantha Padmanabha
A Dichotomy in the Complexity of Consistent Query Answering for Two Atom Queries With Self-Join. 74 - Hangdong Zhao
Conjunctive Queries with Negation and Aggregation: A Linear Time Characterization. 75 - Paraschos Koutris
Consistent Query Answering for Primary Keys on Rooted Tree Queries. 76 - Víctor Gutiérrez-Basulto
Containment of Graph Queries Modulo Schema. 77 - Markus Lohrey
Enumeration for MSO-Queries on Compressed Trees. 78 - Ahmet Kara
From Shapley Value to Model Counting and Back. 79 - Sam M. Thompson
Generalized Core Spanner Inexpressibility via Ehrenfeucht-Fraïssé Games for FC. 80 - Pankaj K. Agarwal
On Reporting Durable Patterns in Temporal Proximity Graphs. 81 - Rajesh Jayaram
Streaming Algorithms with Few State Changes. 82 - Marco Calautti
The Complexity of Why-Provenance for Datalog Queries. 83 - Peter Lindner
The Moments Method for Approximate Data Cube Queries. 84 - Yu Cheng
Tight Lower Bounds for Directed Cut Sparsification and Distributed Min-Cut. 85 - Andreas Göbel
The Weisfeiler-Leman Dimension of Conjunctive Queries. 86 - Austen Z. Fan
Tight Bounds of Circuits for Sum-Product Queries. 87 - Yizhou Dai
On Density-based Local Community Search. 88 - C. Aiswarya
Verification of Unary Communicating Datalog Programs. 89 - Hangdong Zhao
Evaluating Datalog over Semirings: A Grounding-based Approach. 90 - Brecht Vandevoort
When View- and Conflict-Robustness Coincide for Multiversion Concurrency Control. 91 - Pratik Karmakar
Expected Shapley-Like Scores of Boolean functions: Complexity and Applications to Probabilistic Databases. 92 - Philipp Hanisch
Chase Termination Beyond Polynomial Time. 93 - Mark Bun
Continual Release of Differentially Private Synthetic Data from Longitudinal Data Collections. 94 - Bart Bogaerts
Postulates for Provenance: Instance-based provenance for first-order logic. 95 - Mahmoud Abo Khamis
Join Size Bounds using lp-Norms on Degree Sequences. 96 - Xiao Hu
Topology-aware Parallel Joins. 97 - Xiao Hu
Fast Matrix Multiplication for Query Processing. 98 - Marco Calautti
Combined Approximations for Uniform Operational Consistent Query Answering. 99 - Claire David
Distinct Shortest Walk Enumeration for RPQs. 100 - Michael A. Bender
Layered List Labeling. 101 - Aduri Pavan
On the Feasibility of Forgetting in Data Streams. 102 - Jerzy Marcinkowski
Bag Semantics Conjunctive Query Containment. Four Small Steps Towards Undecidability. 103 - Neha Makhija
Minimally Factorizing the Provenance of Self-join Free Conjunctive Queries. 104 - Meghyn Bienvenu
When is Shapley Value Computation a Matter of Counting? 105 - Christoph Koch
Query Optimization by Quantifier Elimination. 106 - Albert Atserias
Consistency of Relations over Monoids. 107 - Michael A. Bender
History-Independent Dynamic Partitioning: Operation-Order Privacy in Ordered Data Structures. 108 - Elena Gribelyuk
Simple & Optimal Quantile Sketch: Combining Greenwald-Khanna with Khanna-Greenwald. 109 - Christoph Dorn
TypeQL: A Type-Theoretic & Polymorphic Query Language. 110 - Kuldeep S. Meel
A faster FPRAS for #NFA. 112 - Jacob Focke
Counting Answers to Unions of Conjunctive Queries: Natural Tractability Criteria and Meta-Complexity. 113
Volume 2, Number 3, June 2024
- Divyakant Agrawal
PACMMOD Volume 2 Issue 3: Editorial. 114 - Yang Wu
Automated Data Visualization from Natural Language via Large Language Models: An Exploratory Study. 115 - Minguk Choi
Can Learned Indexes be Built Efficiently? A Deep Dive into Sampling Trade-offs. 116 - Jianwei Wang
Missing Data Imputation with Uncertainty-Driven Network. 117 - Binyang Dai
Reservoir Sampling over Joins. 118 - Yingli Zhou
A Counting-based Approach for Efficient k-Clique Densest Subgraph Discovery. 119 - Liana Patel
ACORN: Performant and Predicate-Agnostic Search Over Vector Embeddings and Structured Data. 120 - Xiaoyu Han
Akane: Perplexity-Guided Time Series Data Cleaning. 121 - Sibei Chen
Auto-Formula: Recommend Formulas in Spreadsheets using Contrastive Learning for Table Representations. 122 - Omer Abramovich
Banzhaf Values for Facts in Query Answering. 123 - Qiaolin Yu
CaaS-LSM: Compaction-as-a-Service for LSM-based Key-Value Stores in Storage Disaggregated Infrastructure. 124 - Tarikul Islam Papon
CAVE: Concurrency-Aware Graph Processing on SSDs. 125 - Cheng Zhen
Certain and Approximately Certain Models for Statistical Learning. 126 - Haoyang Li
CodeS: Towards Building Open-source Language Models for Text-to-SQL. 127 - Wei Dong
Continual Observation of Joins under Differential Privacy. 128 - Mike Heddes
Convolution and Cross-Correlation of Count Sketches Enables Fast Cardinality Estimation of Multi-Join Queries. 129 - Shuai An
Counterfactual Explanation at Will, with Zero Privacy Leakage. 130 - Yifan Li
Data Acquisition for Improving Model Confidence. 131 - Samira Akili
DecoPa: Query Decomposition for Parallel Complex Event Processing. 132 - Meihao Liao
Efficient and Provable Effective Resistance Computation on Large Graphs: An Index-based Approach. 133 - Haisong Xia
Efficient Approximation of Kemeny's Constant for Large Graphs. 134 - Qiangqiang Dai
Efficient Maximal Biplex Enumerations with Improved Worst-Case Time Guarantee. 135 - Nima Shahbazi
FairHash: A Fair and Memory/Time-efficient Hashmap. 136 - Yash Kurkure
Faster Algorithms for Fair Max-Min Diversification in Rd. 137 - Anastasiia Kozar
Fault Tolerance Placement in the Internet of Things. 138 - Tianping Zhang
FeatureLTE: Learning to Estimate Feature Importance. 139 - Deming Chu
Graph Summarization: Compactness Meets Efficiency. 140 - Hengrui Wang
GRF: A Global Range Filter for LSM-Trees with Shape Encoding. 141 - Yifan Zhu
GTS: GPU-based Tree Index for Fast Similarity Search. 142 - Jingyu Zhu
High Precision ≠ High Cost: Temporal Data Fusion for Multiple Low-Precision Sensors. 143 - Anran Li
Historical Embedding-Guided Efficient Large-Scale Federated Graph Learning. 144 - Shunkang Zhang
Hyper: A High-Performance and Memory-Efficient Learned Index via Hybrid Construction. 145 - Soonbo Han
Implementation Strategies for Views over Property Graphs. 146 - Yukyoung Lee
In-depth Analysis of Continuous Subgraph Matching in a Common Delta Query Compilation Framework. 147 - Jiajun Li
Learning-based Property Estimation with Polynomials. 148 - Nick Glaze
Lorentz: Learned SKU Recommendation Using Profile Data. 149 - Qihang Wang
Low-Latency Adaptive Distributed Stream Join System Based on a Flexible Join Model. 150 - Jiaoyi Zhang
Making In-Memory Learned Indexes Efficient on Disk. 151 - Yue Pang
Materialized View Selection & View-Based Query Planning for Regular Path Queries. 152 - Chengyang Luo
MCR-Tree: An Efficient Index for Multi-dimensional Core Search. 153 - Yue Gong
Nexus: Correlation Discovery over Collections of Spatio-Temporal Tabular Data. 154 - Mo Sha
Object-oriented Unified Encrypted Memory Management for Heterogeneous Memory Architectures. 155 - Chunxu Lin
On Efficient Large Sparse Matrix Chain Multiplication. 156 - Jingyi Song
On Querying Historical Connectivity in Temporal Graphs. 157 - Albert Kim
Optimizing Disjunctive Queries with Tagged Execution. 158 - Rui Kang
Optimizing Time Series Queries with Versions. 159 - Alireza Pirhadi
OTClean: Data Cleaning for Conditional Independence Violations using Optimal Transport. 160 - Shuangyu Cai
PimPam: Efficient Graph Pattern Matching on Real Processing-in-Memory Hardware. 161 - Zezhong Ding
Play like a Vertex: A Stackelberg Game Approach for Streaming Graph Partitioning. 162 - Van-Hoang Le
PreLog: A Pre-trained Model for Log Analytics. 163 - Yihao Hu
Qr-Hint: Actionable Hints Towards Correcting Wrong SQL Queries. 164 - Philipp M. Grulich
Query Compilation Without Regrets. 165 - Felix S. Campbell
Query Refinement for Diverse Top-k Selection. 166 - Jianyang Gao
RaBitQ: Quantizing High-Dimensional Vectors with a Theoretical Error Bound for Approximate Nearest Neighbor Search. 167 - Qichen Wang
Relational Algorithms for Top-k Query Evaluation. 168 - Chuqing Gao
Revisiting B-tree Compression: An Experimental Study. 169 - Ziyun Wei
ROME: Robust Query Optimization via Parallel Multi-Plan Execution. 170 - Manuel Widmoser
Scalable Distributed Inverted List Indexes in Disaggregated Memory. 171 - Till Döhmen
SchemaPile: A Large Collection of Relational Database Schemas. 172 - Andrew Draganov
Settling Time vs. Accuracy Tradeoffs for Clustering Big Data. 173 - Shihong Gao
SIMPLE: Efficient Temporal Graph Neural Network Training at Scale with Dynamic Data Placement. 174 - Junfeng Liu
Structural Designs Meet Optimality: Exploring Optimized LSM-tree Structures in a Colossal Configuration Space. 175 - Peng Li
Table-GPT: Table Fine-tuned GPT for Diverse Table Tasks. 176 - Curtis E. Dyreson
Temporal JSON Keyword Search. 177 - Guanlin Mo
Towards Metric DBSCAN: Exact, Approximate, and Streaming Algorithms. 178 - Siyuan Yao
uBlade: Efficient Batch Processing for Uncertainty Graph Queries. 179 - Xi Pang
Understanding the Performance Implications of the Design Principles in Storage-Disaggregated Databases. 180 - Kaiwen Chen
Unstructured Data Fusion for Schema and Data Extraction. 181 - Xiaoying Wang
Wii: Dynamic Budget Reallocation In Index Tuning. 182 - Chenguang Zheng
GE2: A General and Efficient Knowledge Graph Embedding Learning System. 183 - Carlos Bobed Lisbona
Language-Model Based Informed Partition of Databases to Speed Up Pattern Mining. 184 - Ouael Ben Amara
StarfishDB: A Query Execution Engine for Relational Probabilistic Programming. 185 - Saehan Jo
ThalamusDB: Approximate Query Processing on Multi-Modal Data. 186 - Yongye Su
Vexless: A Serverless Vector Data Management System Using Cloud Functions. 187 - Jinsheng Ba
Keep It Simple: Testing Databases via Differential Query Plans. 188
Volume 2, Number 4, September 2024
- Divyakant Agrawal, Azza Abouzied, Joseph M. Hellerstein:
PACMMOD Volume 2 Issue 4: Editorial. 189:1-189:2 - Raj Kamal, Amitabha Bagchi:
A Lovász-Simonovits Theorem for Hypergraphs with Application to Local Clustering. 190:1-190:27 - Peng Sun, Liantao Wu, Zhibo Wang, Jinfei Liu, Juan Luo, Wenqiang Jin:
A Profit-Maximizing Data Marketplace with Differentially Private Federated Learning under Price Competition. 191:1-191:27 - Richard Wen, Hunter McCoy, David Tench, Guido Tagliavini, Michael A. Bender, Alex Conway, Martin Farach-Colton, Rob Johnson, Prashant Pandey:
Adaptive Quotient Filters. 192:1-192:28 - Qihui Zhou, Peiqi Yin, Xiao Yan, Changji Li, Guanxian Jiang, James Cheng:
Atom: An Efficient Query Serving System for Embedding-based Knowledge Graph Reasoning with Operator-level Batching. 193:1-193:29 - Tu Gu, Kaiyu Feng, Jingyi Yang, Gao Cong, Cheng Long, Rui Zhang:
BT-Tree: A Reinforcement Learning Based Index for Big Trajectory Data. 194:1-194:27 - Wenfei Fan, Ziyan Han, Min Xie, Guangyi Zhang:
Discovering Top-k Relevant and Diversified Rules. 195:1-195:28 - Siyue Wu, Dingming Wu, Junyi Quan, Tsz Nam Chan, Kezhong Lu:
Efficient and Accurate PageRank Approximation on Large Graphs. 196:1-196:26 - Chen Feng, Xingguang Chen, Qintian Guo, Fangyuan Zhang, Sibo Wang:
Efficient Approximation Algorithms for Minimum Cost Seed Selection with Probabilistic Coverage Guarantee. 197:1-197:26 - Xilin Tang, Feng Zhang, Shuhao Zhang, Yani Liu, Bingsheng He, Xiaoyong Du:
Enabling Adaptive Sampling for Intra-Window Join: Simultaneously Optimizing Quantity and Quality. 198:1-198:31 - Wei Liu, Wei Zhang, Haiyan Zhao, Zhi Jin:
GABoost: Graph Alignment Boosting via Local Optimum Escape. 199:1-199:26 - Zhencan Peng, Yuheng Zhang, Dong Deng:
Near-Duplicate Text Alignment with One Permutation Hashing. 200:1-200:26 - Yujie Hui, Miao Yu, Hao Qi, Yifan Gan, Tianxi Li, Yuke Li, Xueyuan Ren, Sixiang Ma, Xiaoyi Lu, Yang Wang:
On the Feasibility and Benefits of Extensive Evaluation. 201:1-201:24 - Weiping Yu, Siqiang Luo, Zihao Yu, Gao Cong:
CAMAL: Optimizing LSM-trees via Active Learning. 202:1-202:26 - Lei Ma, Lei Cao, Peter M. VanNostrand, Dennis M. Hofmann, Yao Su, Elke A. Rundensteiner:
Pluto: Sample Selection for Robust Anomaly Detection on Polluted Log Data. 203:1-203:25 - Renzhi Wu, Pramod Chunduri, Ali Payani, Xu Chu, Joy Arulraj, Kexin Rong:
SketchQL: Video Moment Querying with a Visual Query Interface. 204:1-204:27 - Haotian Liu, Runzhong Li, Ziyang Zhang, Bo Tang:
Tao: Improving Resource Utilization while Guaranteeing SLO in Multi-tenant Relational Database-as-a-Service. 205:1-205:26 - Qiangqiang Dai, Ronghua Li, Donghang Cui, Guoren Wang:
Theoretically and Practically Efficient Maximum Defective Clique Search. 206:1-206:27
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