Proc. ACM Manag. Data

Publications

volume 2, number 3, 2024

Ziyun Wei, Immanuel Trummer
ROME: Robust Query Optimization via Parallel Multi-Plan Execution. Proc. ACM Manag. Data 2 (3) (2024)
Yash Kurkure, Miles Shamo, Joseph Wiseman, Sainyam Galhotra, Stavros Sintos
. Proc. ACM Manag. Data 2 (3) (2024)
Chunxu Lin, Wensheng Luo, Yixiang Fang, Chenhao Ma, Xilin Liu, Yuchi Ma
On Efficient Large Sparse Matrix Chain Multiplication. Proc. ACM Manag. Data 2 (3) (2024)
Deming Chu, Fan Zhang, Wenjie Zhang, Ying Zhang, Xuemin Lin
Graph Summarization: Compactness Meets Efficiency. Proc. ACM Manag. Data 2 (3) (2024)
Binyang Dai, Xiao Hu, Ke Yi
Reservoir Sampling over Joins. Proc. ACM Manag. Data 2 (3) (2024)
Mike Heddes, Igor Nunes, Tony Givargis, Alex Nicolau
Convolution and Cross-Correlation of Count Sketches Enables Fast Cardinality Estimation of Multi-Join Queries. Proc. ACM Manag. Data 2 (3) (2024)
Yongye Su, Yinqi Sun, Minjia Zhang, Jianguo Wang
Vexless: A Serverless Vector Data Management System Using Cloud Functions. Proc. ACM Manag. Data 2 (3) (2024)
Shunkang Zhang, Ji Qi, Xin Yao, André Brinkmann
Hyper: A High-Performance and Memory-Efficient Learned Index via Hybrid Construction. Proc. ACM Manag. Data 2 (3) (2024)
Yang Wu, Yao Wan, Hongyu Zhang, Yulei Sui, Wucai Wei, Wei Zhao, Guandong Xu, Hai Jin
Automated Data Visualization from Natural Language via Large Language Models: An Exploratory Study. Proc. ACM Manag. Data 2 (3) (2024)
Alireza Pirhadi, Mohammad Hossein Moslemi, Alexander Cloninger, Mostafa Milani, Babak Salimi
OTClean: Data Cleaning for Conditional Independence Violations using Optimal Transport. Proc. ACM Manag. Data 2 (3) (2024)
Philipp M. Grulich, Aljoscha P. Lepping, Dwi P. A. Nugroho, Varun Pandey, Bonaventura Del Monte, Steffen Zeuch, Volker Markl
Query Compilation Without Regrets. Proc. ACM Manag. Data 2 (3) (2024)
Shihong Gao, Yiming Li, Xin Zhang, Yanyan Shen, Yingxia Shao, Lei Chen
SIMPLE: Efficient Temporal Graph Neural Network Training at Scale with Dynamic Data Placement. Proc. ACM Manag. Data 2 (3) (2024)
Soonbo Han, Zachary G. Ives
Implementation Strategies for Views over Property Graphs. Proc. ACM Manag. Data 2 (3) (2024)
Jinsheng Ba, Manuel Rigger
Keep It Simple: Testing Databases via Differential Query Plans. Proc. ACM Manag. Data 2 (3) (2024)
Saehan Jo, Immanuel Trummer
ThalamusDB: Approximate Query Processing on Multi-Modal Data. Proc. ACM Manag. Data 2 (3) (2024)
Samira Akili, Steven Purtzel, Matthias Weidlich
DecoPa: Query Decomposition for Parallel Complex Event Processing. Proc. ACM Manag. Data 2 (3) (2024)
Carlos Bobed Lisbona, Jordi Bernad, Pierre Maillot
Language-Model Based Informed Partition of Databases to Speed Up Pattern Mining. Proc. ACM Manag. Data 2 (3) (2024)
Jianwei Wang, Ying Zhang, Kai Wang, Xuemin Lin, Wenjie Zhang
Missing Data Imputation with Uncertainty-Driven Network. Proc. ACM Manag. Data 2 (3) (2024)
Qiaolin Yu, Chang Guo, Jay Zhuang, Viraj Thakkar, Jianguo Wang, Zhichao Cao
CaaS-LSM: Compaction-as-a-Service for LSM-based Key-Value Stores in Storage Disaggregated Infrastructure. Proc. ACM Manag. Data 2 (3) (2024)
Yue Pang, Lei Zou, Jeffrey Xu Yu, Linglin Yang
Materialized View Selection & View-Based Query Planning for Regular Path Queries. Proc. ACM Manag. Data 2 (3) (2024)
Nima Shahbazi, Stavros Sintos, Abolfazl Asudeh
FairHash: A Fair and Memory/Time-efficient Hashmap. Proc. ACM Manag. Data 2 (3) (2024)
Anran Li, Yuanyuan Chen, Jian Zhang, Mingfei Cheng, Yihao Huang, Yueming Wu, Anh Tuan Luu, Han Yu
Historical Embedding-Guided Efficient Large-Scale Federated Graph Learning. Proc. ACM Manag. Data 2 (3) (2024)
Jiaoyi Zhang, Kai Su, Huanchen Zhang
Making In-Memory Learned Indexes Efficient on Disk. Proc. ACM Manag. Data 2 (3) (2024)
Sibei Chen, Yeye He, Weiwei Cui, Ju Fan, Song Ge, Haidong Zhang, Dongmei Zhang, Surajit Chaudhuri
Auto-Formula: Recommend Formulas in Spreadsheets using Contrastive Learning for Table Representations. Proc. ACM Manag. Data 2 (3) (2024)
Xiaoying Wang, Wentao Wu, Chi Wang, Vivek R. Narasayya, Surajit Chaudhuri
Wii: Dynamic Budget Reallocation In Index Tuning. Proc. ACM Manag. Data 2 (3) (2024)
Jingyi Song, Dong Wen, Lantian Xu, Lu Qin, Wenjie Zhang, Xuemin Lin
On Querying Historical Connectivity in Temporal Graphs. Proc. ACM Manag. Data 2 (3) (2024)
Cheng Zhen, Nischal Aryal, Arash Termehchy, Amandeep Singh Chabada
Certain and Approximately Certain Models for Statistical Learning. Proc. ACM Manag. Data 2 (3) (2024)
Tianping Zhang, Zhaoyang Wang, Chen Qian, Jian Li, Yin Lou
FeatureLTE: Learning to Estimate Feature Importance. Proc. ACM Manag. Data 2 (3) (2024)
Andrew Draganov, David Saulpic, Chris Schwiegelshohn
Settling Time vs. Accuracy Tradeoffs for Clustering Big Data. Proc. ACM Manag. Data 2 (3) (2024)
Yingli Zhou, Qingshuo Guo, Yixiang Fang, Chenhao Ma
A Counting-based Approach for Efficient k-Clique Densest Subgraph Discovery. Proc. ACM Manag. Data 2 (3) (2024)
Yifan Zhu, Ruiyao Ma, Baihua Zheng, Xiangyu Ke, Lu Chen, Yunjun Gao
GTS: GPU-based Tree Index for Fast Similarity Search. Proc. ACM Manag. Data 2 (3) (2024)
Qichen Wang, Qiyao Luo, Yilei Wang
Relational Algorithms for Top-k Query Evaluation. Proc. ACM Manag. Data 2 (3) (2024)
Yihao Hu, Amir Gilad, Kristin Stephens-Martinez, Sudeepa Roy, Jun Yang
Qr-Hint: Actionable Hints Towards Correcting Wrong SQL Queries. Proc. ACM Manag. Data 2 (3) (2024)
Minguk Choi, Seehwan Yoo, Jongmoo Choi
Can Learned Indexes be Built Efficiently? A Deep Dive into Sampling Trade-offs. Proc. ACM Manag. Data 2 (3) (2024)
Shuai An, Yang Cao
Counterfactual Explanation at Will, with Zero Privacy Leakage. Proc. ACM Manag. Data 2 (3) (2024)
Haisong Xia, Zhongzhi Zhang
Efficient Approximation of Kemeny's Constant for Large Graphs. Proc. ACM Manag. Data 2 (3) (2024)
Tarikul Islam Papon, Taishan Chen, Shuo Zhang, Manos Athanassoulis
CAVE: Concurrency-Aware Graph Processing on SSDs. Proc. ACM Manag. Data 2 (3) (2024)
Omer Abramovich, Daniel Deutch, Nave Frost, Ahmet Kara, Dan Olteanu
Banzhaf Values for Facts in Query Answering. Proc. ACM Manag. Data 2 (3) (2024)
Siyuan Yao, Yuchen Li, Shixuan Sun, Jiaxin Jiang, Bingsheng He
uBlade: Efficient Batch Processing for Uncertainty Graph Queries. Proc. ACM Manag. Data 2 (3) (2024)
Albert Kim, Samuel Madden
Optimizing Disjunctive Queries with Tagged Execution. Proc. ACM Manag. Data 2 (3) (2024)
Junfeng Liu, Fan Wang, Dingheng Mo, Siqiang Luo
Structural Designs Meet Optimality: Exploring Optimized LSM-tree Structures in a Colossal Configuration Space. Proc. ACM Manag. Data 2 (3) (2024)
Peng Li, Yeye He, Dror Yashar, Weiwei Cui, Song Ge, Haidong Zhang, Danielle Rifinski Fainman, Dongmei Zhang, Surajit Chaudhuri
Table-GPT: Table Fine-tuned GPT for Diverse Table Tasks. Proc. ACM Manag. Data 2 (3) (2024)
Nick Glaze, Tria McNeely, Yiwen Zhu, Matthew Gleeson, Helen Serr, Rajeev Bhopi, Subru Krishnan
Lorentz: Learned SKU Recommendation Using Profile Data. Proc. ACM Manag. Data 2 (3) (2024)
Qihang Wang, Decheng Zuo, Zhan Zhang, Yanjun Shu, Xin Liu, Mingxuan He
Low-Latency Adaptive Distributed Stream Join System Based on a Flexible Join Model. Proc. ACM Manag. Data 2 (3) (2024)
Kaiwen Chen, Nick Koudas
Unstructured Data Fusion for Schema and Data Extraction. Proc. ACM Manag. Data 2 (3) (2024)
Yifan Li, Xiaohui Yu, Nick Koudas
Data Acquisition for Improving Model Confidence. Proc. ACM Manag. Data 2 (3) (2024)
Liana Patel, Peter Kraft, Carlos Guestrin, Matei Zaharia
ACORN: Performant and Predicate-Agnostic Search Over Vector Embeddings and Structured Data. Proc. ACM Manag. Data 2 (3) (2024)
Chengyang Luo, Yifan Zhu, Qing Liu, Yunjun Gao, Lu Chen, Jianliang Xu
MCR-Tree: An Efficient Index for Multi-dimensional Core Search. Proc. ACM Manag. Data 2 (3) (2024)
Meihao Liao, Junjie Zhou, Rong-Hua Li, Qiangqiang Dai, Hongyang Chen, Guoren Wang
Efficient and Provable Effective Resistance Computation on Large Graphs: An Index-based Approach. Proc. ACM Manag. Data 2 (3) (2024)
Qiangqiang Dai, Rong-Hua Li, Donghang Cui, Meihao Liao, Yu-Xuan Qiu, Guoren Wang
Efficient Maximal Biplex Enumerations with Improved Worst-Case Time Guarantee. Proc. ACM Manag. Data 2 (3) (2024)