Journal: PVLDB

Volume 15, Issue 11

0 -- 0Fatma Ozcan, Juliana Freire, Xuemin Lin 0001. Front Matter
2297 -- 2306Arpit Merchant, Aristides Gionis, Michael Mathioudakis. Succinct Graph Representations as Distance Oracles: An Experimental Evaluation
2307 -- 2320Yangqin Jiang, Yixiang Fang, Chenhao Ma, Xin Cao 0001, Chunshan Li. Effective Community Search over Large Star-Schema Heterogeneous Information Networks
2321 -- 2333Kai Ming Ting, Zongyou Liu, Hang Zhang, Ye Zhu 0002. A New Distributional Treatment for Time Series and An Anomaly Detection Investigation
2334 -- 2347Benjamin Denham, Edmund M.-K. Lai, Roopak Sinha, M. Asif Naeem. Witan: Unsupervised Labelling Function Generation for Assisted Data Programming
2348 -- 2360Ergute Bao, Yizheng Zhu, Xiaokui Xiao, Yin Yang, Beng Chin Ooi, Benjamin Tan, Khin Mi Mi Aung. Skellam Mixture Mechanism: a Novel Approach to Federated Learning with Differential Privacy
2361 -- 2374Benjamin Hilprecht, Carsten Binnig. Zero-Shot Cost Models for Out-of-the-box Learned Cost Prediction
2375 -- 2388Dalsu Choi, Hyunsik Yoon, Hyubjin Lee, Yon Dohn Chung. Waffle: In-memory Grid Index for Moving Objects with Reinforcement Learning-based Configuration Tuning System
2389 -- 2401Michael Jungmair, André Kohn, Jana Giceva. Designing an Open Framework for Query Optimization and Compilation
2402 -- 2414Duy Lam Nguyen, Sang-Won Lee, Beomseok Nam. In-Page Shadowing and Two-Version Timestamp Ordering for Mobile DBMSs
2415 -- 2427Shixuan Sun, Xibo Sun, Bingsheng He, Qiong Luo 0001. RapidFlow: An Efficient Approach to Continuous Subgraph Matching
2428 -- 2436Mossad Helali, Essam Mansour, Ibrahim Abdelaziz, Julian Dolby, Kavitha Srinivas. A Scalable AutoML Approach Based on Graph Neural Networks
2437 -- 2449Primal Pappachan, Shufan Zhang, Xi He, Sharad Mehrotra. Don't Be a Tattle-Tale: Preventing Leakages through Data Dependencies on Access Control Protected Data
2450 -- 2462Qingyu Xu, Feng Zhang 0007, Zhiming Yao, Lv Lu, Xiaoyong Du 0001, Dong Deng 0001, Bingsheng He. Efficient Load-Balanced Butterfly Counting on GPU
2463 -- 2476Lawrence Benson, Leon Papke, Tilmann Rabl. PerMA-Bench: Benchmarking Persistent Memory Access
2477 -- 2490Yuliang He, Duo Lu, Kaisong Huang, Tianzheng Wang 0001. Evaluating Persistent Memory Range Indexes: Part Two
2491 -- 2503Bobbi W. Yogatama, Weiwei Gong, Xiangyao Yu. Orchestrating Data Placement and Query Execution in Heterogeneous CPU-GPU DBMS
2504 -- 2516Weicheng Wang, Raymond Chi-Wing Wong. Interactive Mining with Ordered and Unordered Attributes
2517 -- 2529Wenzhe Yang, Sheng Wang, Yuan Sun, Zhiyong Peng. Fast Dataset Search with Earth Mover's Distance
2530 -- 2544João L. M. Pereira, João Casanova, Helena Galhardas, Dennis E. Shasha. AcX: System, Techniques, and Experiments for Acronym Expansion
2545 -- 2558Hongzhi Chen, Changji Li, Chenguang Zheng, Chenghuan Huang, Juncheng Fang, James Cheng, Jian Zhang. G-Tran: A High Performance Distributed Graph Database with a Decentralized Architecture
2559 -- 2571Arnd Christian König, Yi Shan, Tobias Ziegler 0001, Aarati Kakaraparthy, Willis Lang, Justin Moeller, Ajay Kalhan, Vivek Narasayya. Tenant Placement in Over-subscribed Database-as-a-Service Clusters
2572 -- 2584Yue Chen, Kaiyu Feng, Gao Cong, Han Mao Kiah. Example-based Spatial Pattern Matching
2585 -- 2598Zeshun Peng, Yanfeng Zhang, Qian Xu, Haixu Liu, Yuxiao Gao, Xiaohua Li, Ge Yu. NeuChain: A Fast Permissioned Blockchain System with Deterministic Ordering
2599 -- 2612Ryan Mckenna, Brett Mullins, Daniel Sheldon, Gerome Miklau. AIM: An Adaptive and Iterative Mechanism for Differentially Private Synthetic Data
2613 -- 2625Etienne Toussaint, Paolo Guagliardo, Leonid Libkin, Juan Sequeda. Troubles with Nulls, Views from the Users
2626 -- 2639Yeonhong Park, Sunhong Min, Jae W. Lee. Ginex: SSD-enabled Billion-scale Graph Neural Network Training on a Single Machine via Provably Optimal In-memory Caching
2640 -- 2652Junhua Zhang, Wentao Li 0001, Long Yuan, Lu Qin 0001, Ying Zhang 0001, Lijun Chang. Shortest-Path Queries on Complex Networks: Experiments, Analyses, and Improvement
2653 -- 2665Sameera Ghayyur, Dhrubajyoti Ghosh, Xi He, Sharad Mehrotra. MIDE: Accuracy Aware Minimally Invasive Data Exploration For Decision Support
2666 -- 2678Dhrubajyoti Ghosh, Peeyush Gupta, Sharad Mehrotra, Roberto Yus, Yasser Altowim. JENNER: Just-in-time Enrichment in Query Processing
2679 -- 2691Jiaoyi Zhang, Yihan Gao. CARMI: A Cache-Aware Learned Index with a Cost-based Construction Algorithm
2692 -- 2705Ian P. Swift, Sana Ebrahimi, Azade Nova, Abolfazl Asudeh. Maximizing Fair Content Spread via Edge Suggestion in Social Networks
2706 -- 2718Axel Hertzschuch, Claudio Hartmann, Dirk Habich, Wolfgang Lehner. Turbo-Charging SPJ Query Plans with Learned Physical Join Operator Selections
2719 -- 2732Chenhao Ma, Reynold Cheng, Laks V. S. Lakshmanan, Xiaolin Han. Finding Locally Densest Subgraphs: A Convex Programming Approach
2733 -- 2746Zezhi Shao, Zhao Zhang, Wei Wei 0002, Fei Wang 0014, Yongjun Xu, Xin Cao 0001, Christian S. Jensen. Decoupled Dynamic Spatial-Temporal Graph Neural Network for Traffic Forecasting
2747 -- 2760Youjie Li, Amar Phanishayee, Derek Murray, Jakub Tarnawski, Nam Sung Kim. Harmony: Overcoming the hurdles of GPU memory capacity to train massive DNN models on commodity servers
2761 -- 2773Xuan Luo, Jian Pei, Zicun Cong, Cheng Xu 0004. On Shapley Value in Data Assemblage Under Independent Utility
2774 -- 2787John Paparrizos, Paul Boniol, Themis Palpanas, Ruey Tsay, Aaron J. Elmore, Michael J. Franklin. Volume Under the Surface: A New Accuracy Evaluation Measure for Time-Series Anomaly Detection
2788 -- 2796Haoteng Yin, Muhan Zhang, Yanbang Wang, Jianguo Wang 0001, Pan Li 0005. Algorithm and System Co-design for Efficient Subgraph-based Graph Representation Learning
2797 -- 2810Michael J. Freitag, Alfons Kemper, Thomas Neumann 0001. Memory-Optimized Multi-Version Concurrency Control for Disk-Based Database Systems
2811 -- 2825Dong He, Supun Chathuranga Nakandala, Dalitso Banda, Rathijit Sen, Karla Saur, Kwanghyun Park 0001, Carlo Curino, Jesús Camacho-Rodríguez, Konstantinos Karanasos, Matteo Interlandi. Query Processing on Tensor Computation Runtimes
2826 -- 2838Yifu Tang, Jianxin Li 0001, Nur Al Hasan Haldar, Ziyu Guan, Jia-Jie Xu 0001, Chengfei Liu. Reliable Community Search in Dynamic Networks
2839 -- 2852Mohammad Javad Amiri, Boon Thau Loo, Divy Agrawal, Amr El Abbadi. Qanaat: A Scalable Multi-Enterprise Permissioned Blockchain System with Confidentiality Guarantees
2853 -- 2866Tsz Nam Chan, Leong Hou U, Yun Peng, Byron Choi, Jianliang Xu. Fast Network K-function-based Spatial Analysis
2867 -- 2880Robert Lasch, Thomas Legler, Norman May, Bernhard Scheirle, Kai-Uwe Sattler. Cost Modelling for Optimal Data Placement in Heterogeneous Main Memory
2881 -- 2894Junru Li, Youyou Lu, Yiming Zhang, Qing Wang, Zhuo Cheng, Keji Huang, Jiwu Shu. SwitchTx: Scalable In-Network Coordination for Distributed Transaction Processing
2895 -- 2907Lukas Vogel 0001, Alexander van Renen, Satoshi Imamura, Jana Giceva, Thomas Neumann 0001, Alfons Kemper. Plush: A Write-Optimized Persistent Log-Structured Hash-Table
2908 -- 2920Fangyuan Zhang, Sibo Wang. Effective Indexing for Dynamic Structural Graph Clustering
2921 -- 2928Immanuel Trummer. CodexDB: Synthesizing Code for Query Processing from Natural Language Instructions using GPT-3 Codex
2929 -- 2938Arnab Phani, Lukas Erlbacher, Matthias Boehm 0001. UPLIFT: Parallelization Strategies for Feature Transformations in Machine Learning Workloads
2939 -- 2952Xinjing Zhou, Xiangyao Yu, Goetz Graefe, Michael Stonebraker. Lotus: Scalable Multi-Partition Transactions on Single-Threaded Partitioned Databases
2953 -- 2965Konstantinos Kanellis, Cong Ding 0013, Brian Kroth, Andreas Müller 0024, Carlo Curino, Shivaram Venkataraman. LlamaTune: Sample-Efficient DBMS Configuration Tuning
2966 -- 2979Christian Winter 0006, Jana Giceva, Thomas Neumann 0001, Alfons Kemper. On-Demand State Separation for Cloud Data Warehousing
2980 -- 2993Immanuel Trummer. BABOONS: Black-Box Optimization of Data Summaries in Natural Language
2994 -- 3003Xiaoying Wang, Weiyuan Wu, Jinze Wu, Yizhou Chen, Nick Zrymiak, Changbo Qu, Lampros Flokas, George Chow, Jiannan Wang, Tianzheng Wang, Eugene Wu 0002, QingQing Zhou. ConnectorX: Accelerating Data Loading From Databases to Dataframes
3004 -- 3017Chaichon Wongkham, Baotong Lu, Chris Liu, Zhicong Zhong, Eric Lo 0001, Tianzheng Wang 0001. Are Updatable Learned Indexes Ready?
3018 -- 3030Maximilian Reif, Thomas Neumann. A Scalable and Generic Approach to Range Joins
3031 -- 3044Ellen Hohma, Christian M. m. Frey, Anna Beer, Thomas Seidl 0001. SCAR - Spectral Clustering Accelerated and Robustified
3045 -- 3057Michael Benedikt, Maxime Buron, Stefano Germano, Kevin Kappelmann, Boris Motik. Rewriting the Infinite Chase
3058 -- 3070Panagiotis Liakos, Katia Papakonstantinopoulou, Yannis Kotidis. Chimp: Efficient Lossless Floating Point Compression for Time Series Databases
3071 -- 3084Niv Dayan, Tamar Weiss, Shmuel Dashevsky, Michael Pan, Edward Bortnikov, Moshe Twitto. Spooky: Granulating LSM-Tree Compactions Correctly
3085 -- 3097Kai Yao, Lijun Chang, Jeffrey Xu Yu. Identifying Similar-Bicliques in Bipartite Graphs
3098 -- 3111Chenghao Lyu, Qi Fan, Fei Song, Arnab Sinha, Yanlei Diao, Wei Chen, Li Ma, Yihui Feng, Yaliang Li, Kai Zeng, Jingren Zhou. Fine-Grained Modeling and Optimization for Intelligent Resource Management in Big Data Processing
3112 -- 3125Ziyi Liu, Lei Li, Mengxuan Zhang, Wen-hua, Xiaofang Zhou 0001. FHL-Cube: Multi-Constraint Shortest Path Querying with Flexible Combination of Constraints
3126 -- 3136Michael Abebe 0001, Horatiu Lazu, Khuzaima Daudjee. Tiresias: Enabling Predictive Autonomous Storage and Indexing
3137 -- 3144Abolfazl Asudeh, Fatemeh Nargesian. Towards Distribution-aware Query Answering in Data Markets
3145 -- 3157Suyong Kwon, Woohwan Jung, Kyuseok Shim. Cardinality Estimation of Approximate Substring Queries using Deep Learning
3158 -- 3171Karla Saur, Tara Mirmira, Konstantinos Karanasos, Jesús Camacho-Rodríguez. Containerized Execution of UDFs: An Experimental Evaluation
3172 -- 3185Siyuan Xia, Zhiru Zhu, Christopher Zhu, Jinjin Zhao, Kyle Chard, Aaron J. Elmore, Ian T. Foster, Michael J. Franklin, Sanjay Krishnan, Raul Castro Fernandez. Data Station: Delegated, Trustworthy, and Auditable Computation to Enable Data-Sharing Consortia with a Data Escrow
3186 -- 3198Khaled Ammar, Siddhartha Sahu, Semih Salihoglu, M. Tamer Özsu. Optimizing Differentially-Maintained Recursive Queries on Dynamic Graphs
3199 -- 3212Zihan Luo, Lei Li 0003, Mengxuan Zhang, Wen-hua, Yehong Xu, Xiaofang Zhou 0001. Diversified Top-k Route Planning in Road Network
3213 -- 3225Xiangmin Zhou, Lei Chen 0002. Migrating Social Event Recommendation Over Microblogs
3226 -- 3239Yueting Chen, Nick Koudas, Xiaohui Yu 0001, Ziqiang Yu. Spatial and Temporal Constrained Ranked Retrieval over Videos
3240 -- 3248Ningyi Liao, Dingheng Mo, Siqiang Luo, Xiang Li, Pengcheng Yin. SCARA: Scalable Graph Neural Networks with Feature-Oriented Optimization
3249 -- 3262Antonis Manousis, Zhuo Cheng, Ran Ben-Basat, Zaoxing Liu, Vyas Sekar. Enabling Efficient and General Subpopulation Analytics in Multidimensional Data Streams
3263 -- 3276Qing Chen, Oded Lachish, Sven Helmer, Michael H. Böhlen. Dynamic Spanning Trees for Connectivity Queries on Fully-dynamic Undirected Graphs