Conferences · eligible papers

VLDB/PVLDB

2022–2026 LIVE

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Databases

2022 · 252 papers

このEditionに反映済みのmain full research papersのみ掲載しています。著者リンクは日本の大学への著者別所属根拠がある場合に限ります。

  1. 2022 · VLDB/PVLDB

    SANCUS: Staleness-Aware Communication-Avoiding Full-Graph Decentralized Training in Large-Scale Graph Neural Networks

    Jingshu Peng, Zhao Chen, Yingxia Shao, Yanyan Shen, Lei Chen, Jiannong Cao

    Databases

    日本大学: 関与なし(対象大学)

  2. 2022 · VLDB/PVLDB

    SCAR - Spectral Clustering Accelerated and Robustified

    Ellen Hohma, Christian M. M. Frey, Anna Beer, Thomas Seidl

    Databases

    日本大学: 関与なし(対象大学)

  3. 2022 · VLDB/PVLDB

    SCARA: Scalable Graph Neural Networks with Feature-Oriented Optimization

    Ningyi Liao, Dingheng Mo, Siqiang Luo, Xiang Li, Pengcheng Yin

    Databases

    日本大学: 関与なし(対象大学)

  4. 2022 · VLDB/PVLDB

    SNARF: A Learning-Enhanced Range Filter

    Kapil Vaidya, Subarna Chatterjee, Eric Knorr, Michael Mitzenmacher, Stratos Idreos, Tim Kraska

    Databases

    日本大学: 関与なし(対象大学)

  5. 2022 · VLDB/PVLDB

    SWS: A Complexity-Optimized Solution for Spatial-Temporal Kernel Density Visualization

    Tsz Nam Chan, Pak Lon Ip, Leong Hou U, Byron Choi, Jianliang Xu

    Databases

    日本大学: 関与なし(対象大学)

  6. 2022 · VLDB/PVLDB

    Scabbard: Single-Node Fault-Tolerant Stream Processing

    Georgios Theodorakis, Fotios Kounelis, Peter Pietzuch, Holger Pirk

    Databases

    日本大学: 関与なし(対象大学)

  7. 2022 · VLDB/PVLDB

    Scalable Byzantine Fault Tolerance via Partial Decentralization

    Balaji Arun, Binoy Ravindran

    Databases

    日本大学: 関与なし(対象大学)

  8. 2022 · VLDB/PVLDB

    Scalable Robust Graph Embedding with Spark

    Chi Thang Duong, Trung Dung Hoang, Hongzhi Yin, Matthias Weidlich, Quoc Viet Hung Nguyen, Karl Aberer

    Databases

    日本大学: 関与なし(対象大学)

  9. 2022 · VLDB/PVLDB

    Scalar DL: Scalable and Practical Byzantine Fault Detection for Transactional Database Systems

    Hiroyuki Yamada, Jun Nemoto

    Databases

    日本大学: 関与なし(対象大学)

  10. 2022 · VLDB/PVLDB

    Selective Data Acquisition in the Wild for Model Charging

    Chengliang Chai, Jiabin Liu, Nan Tang, Guoliang Li, Yuyu Luo

    Databases

    日本大学: 関与なし(対象大学)

  11. 2022 · VLDB/PVLDB

    Serving Deep Learning Models with Deduplication from Relational Databases

    Lixi Zhou, Jiaqing Chen, Amitabh Das, Hong Min, Lei Yu, Ming Zhao, Jia Zou

    Databases

    日本大学: 関与なし(対象大学)

  12. 2022 · VLDB/PVLDB

    Shortest-Path Queries on Complex Networks: Experiments, Analyses, and Improvement

    Junhua Zhang, Wentao Li, Long Yuan, Lu Qin, Ying Zhang, Lijun Chang

    Databases

    日本大学: 関与なし(対象大学)

  13. 2022 · VLDB/PVLDB

    Skellam Mixture Mechanism: a Novel Approach to Federated Learning with Differential Privacy

    Ergute Bao, Yizheng Zhu, Xiaokui Xiao, Yin Yang, Beng Chin Ooi, Benjamin Hong Meng Tan, Khin Mi Mi Aung

    Databases

    日本大学: 関与なし(対象大学)

  14. 2022 · VLDB/PVLDB

    Sortledton: a universal, transactional graph data structure

    Per Fuchs, Domagoj Margan, Jana Giceva

    Databases

    日本大学: 関与なし(対象大学)

  15. 2022 · VLDB/PVLDB

    SpaceSaving± An Optimal Algorithm for Frequency Estimation and Frequent items in the Bounded Deletion Model

    Fuheng Zhao, Divyakant Agrawal, Amr El Abbadi, Ahmed Metwally

    Databases

    日本大学: 関与なし(対象大学)

  16. 2022 · VLDB/PVLDB

    Spatial and Temporal Constrained Ranked Retrieval over Videos

    Yueting Chen, Nick Koudas, Xiaohui Yu, Ziqiang Yu

    Databases

    日本大学: 関与なし(対象大学)

  17. 2022 · VLDB/PVLDB

    Spooky: Granulating LSM-Tree Compactions Correctly

    Niv Dayan, Tamar Weiss, Shmuel Dashevsky, Michael Pan, Edward Bortnikov, Moshe Twitto

    Databases

    日本大学: 関与なし(対象大学)

  18. 2022 · VLDB/PVLDB

    Stingy Sketch: A Sketch Framework for Accurate and Fast Frequency Estimation

    Haoyu Li, Qizhi Chen, Yixin Zhang, Tong Yang, Bin Cui

    Databases

    日本大学: 関与なし(対象大学)

  19. 2022 · VLDB/PVLDB

    Subgraph Matching over Graph Federation

    Ye Yuan, Delong Ma, Zhenyu Wen, Zhiwei Zhang, Guoren Wang

    Databases

    日本大学: 関与なし(対象大学)

  20. 2022 · VLDB/PVLDB

    Succinct Graph Representations as Distance Oracles: An Experimental Evaluation

    Arpit Merchant, Aristides Gionis, Michael Mathioudakis

    Databases

    日本大学: 関与なし(対象大学)

  21. 2022 · VLDB/PVLDB

    SwitchTx: Scalable In-Network Coordination for Distributed Transaction Processing

    Junru Li, Youyou Lu, Yiming Zhang, Qing Wang, Zhuo Cheng, Keji Huang, Jiwu Shu

    Databases

    日本大学: 関与なし(対象大学)

  22. 2022 · VLDB/PVLDB

    TAOBench: An End-to-End Benchmark for Social Networking Workloads

    Audrey Cheng, Xiao Shi, Aaron Kabcenell, Shilpa Lawande, Hamza Qadeer, Jason Chan, Harrison Tin, Ryan Zhao, Peter Bailis, Mahesh Balakrishnan, Nathan Bronson, Natacha Crooks, Ion Stoica

    Databases

    日本大学: 関与なし(対象大学)

  23. 2022 · VLDB/PVLDB

    TGL: A General Framework for Temporal GNN Training onBillion-Scale Graphs

    Hongkuan Zhou, Da Zheng, Israt Nisa, Vasileios Ioannidis, Xiang Song, George Karypis

    Databases

    日本大学: 関与なし(対象大学)

  24. 2022 · VLDB/PVLDB

    TSB-UAD: An End-to-End Benchmark Suite for Univariate Time-Series Anomaly Detection

    John Paparrizos, Yuhao Kang, Paul Boniol, Ruey S. Tsay, Themis Palpanas, Michael J. Franklin

    Databases

    日本大学: 関与なし(対象大学)

  25. 2022 · VLDB/PVLDB

    TaGSim: Type-aware Graph Similarity Learning and Computation

    Jiyang Bai, Peixiang Zhao

    Databases

    日本大学: 関与なし(対象大学)

  26. 2022 · VLDB/PVLDB

    Tenant Placement in Over-subscribed Database-as-a-Service Clusters

    Arnd Christian König, Yi Shan, Tobias Ziegler, Aarati Kakaraparthy, Willis Lang, Justin Moeller, Ajay Kalhan, Vivek Narasayya

    Databases

    日本大学: 関与なし(対象大学)

  27. 2022 · VLDB/PVLDB

    The Inherent Time Complexity and An Efficient Algorithm for Subsequence Matching Problem

    Zemin Chao, Hong Gao, Yinan An, Jianzhong Li

    Databases

    日本大学: 関与なし(対象大学)

  28. 2022 · VLDB/PVLDB

    The next 50 Years in Database Indexing or: The Case for Automatically Generated Index Structures

    Jens Dittrich, Joris Nix, Christian Schön

    Databases

    日本大学: 関与なし(対象大学)

  29. 2022 · VLDB/PVLDB

    Theoretically and Practically Efficient Parallel Nucleus Decomposition

    Jessica Shi, Laxman Dhulipala, Julian Shun

    Databases

    日本大学: 関与なし(対象大学)

  30. 2022 · VLDB/PVLDB

    Threshold Queries in Theory and in the Wild

    Angela Bonifati, Stefania Dumbrava, George Fletcher, Jan Hidders, Matthias Hofer, Wim Martens, Filip Murlak, Joshua Shinavier, Sławek Staworko, Dominik Tomaszuk

    Databases

    日本大学: 関与なし(対象大学)

  31. 2022 · VLDB/PVLDB

    Time Series Data Encoding for Efficient Storage: A Comparative Analysis in Apache IoTDB

    Jinzhao Xiao, Yuxiang Huang, Changyu Hu, Shaoxu Song, Xiangdong Huang, Jianmin Wang

    Databases

    日本大学: 関与なし(対象大学)

  32. 2022 · VLDB/PVLDB

    Tiresias: Enabling Predictive Autonomous Storage and Indexing

    Michael Abebe, Horatiu Lazu, Khuzaima Daudjee

    Databases

    日本大学: 関与なし(対象大学)

  33. 2022 · VLDB/PVLDB

    Towards Communication-efficient Vertical Federated Learning Training via Cache-enabled Local Update

    Fangcheng Fu, Xupeng Miao, Jiawei Jiang, Huanran Xue, Bin Cui

    Databases

    日本大学: 関与なし(対象大学)

  34. 2022 · VLDB/PVLDB

    Towards Distributed Bitruss Decomposition on Bipartite Graphs

    Yue Wang, Ruiqi Xu, Xun Jian, Alexander Zhou, Lei Chen

    Databases

    日本大学: 関与なし(対象大学)

  35. 2022 · VLDB/PVLDB

    Towards Distribution-aware Query Answering in Data Markets

    Abolfazl Asudeh, Fatemeh Nargesian

    Databases

    日本大学: 関与なし(対象大学)

  36. 2022 · VLDB/PVLDB

    Towards Event Prediction in Temporal Graphs

    Wenfei Fan, Ruochun Jin, Ping Lu, Chao Tian, Ruiqi Xu

    Databases

    日本大学: 関与なし(対象大学)

  37. 2022 · VLDB/PVLDB

    TranAD: Deep Transformer Networks for Anomaly Detection in Multivariate Time Series Data

    Shreshth Tuli, Giuliano Casale, Nicholas R. Jennings

    Databases

    日本大学: 関与なし(対象大学)

  38. 2022 · VLDB/PVLDB

    Troubles with Nulls, Views from the Users

    Etienne Toussaint, Paolo Guagliardo, Leonid Libkin, Juan Sequeda

    Databases

    日本大学: 関与なし(対象大学)

  39. 2022 · VLDB/PVLDB

    Turbo-Charging SPJ Query Plans with Learned Physical Join Operator Selections

    Axel Hertzschuch, Claudio Hartmann, Dirk Habich, Wolfgang Lehner

    Databases

    日本大学: 関与なし(対象大学)

  40. 2022 · VLDB/PVLDB

    UPLIFT: Parallelization Strategies for Feature Transformations in Machine Learning Workloads

    Arnab Phani, Lukas Erlbacher, Matthias Boehm

    Databases

    日本大学: 関与なし(対象大学)

  41. 2022 · VLDB/PVLDB

    Unsupervised Time Series Outlier Detection with Diversity-Driven Convolutional Ensembles

    David Campos, Tung Kieu, Chenjuan Guo, Feiteng Huang, Kai Zheng, Bin Yang, Christian S. Jensen

    Databases

    日本大学: 関与なし(対象大学)

  42. 2022 · VLDB/PVLDB

    User-Defined Operators: Efficiently Integrating Custom Algorithms into Modern Databases

    Moritz Sichert, Thomas Neumann

    Databases

    日本大学: 関与なし(対象大学)

  43. 2022 · VLDB/PVLDB

    VIP Hashing - Adapting to Skew in Popularity of Data on the Fly

    Aarati Kakaraparthy, Jignesh M. Patel, Brian P. Kroth, Kwanghyun Park

    Databases

    日本大学: 関与なし(対象大学)

  44. 2022 · VLDB/PVLDB

    Volume Under the Surface: A New Accuracy Evaluation Measure for Time-Series Anomaly Detection

    John Paparrizos, Paul Boniol, Themis Palpanas, Ruey S. Tsay, Aaron Elmore, Michael J. Franklin

    Databases

    日本大学: 関与なし(対象大学)

  45. 2022 · VLDB/PVLDB

    Waffle: In-memory Grid Index for Moving Objects with Reinforcement Learning-based Configuration Tuning System

    Dalsu Choi, Hyunsik Yoon, Hyubjin Lee, Yon Dohn Chung

    Databases

    日本大学: 関与なし(対象大学)

  46. 2022 · VLDB/PVLDB

    What Is the Price for Joining Securely? Benchmarking Equi-Joins in Trusted Execution Environments

    Kajetan Maliszewski, Jorge-Arnulfo Quiané-Ruiz, Jonas Traub, Volker Markl

    Databases

    日本大学: 関与なし(対象大学)

  47. 2022 · VLDB/PVLDB

    WindTunnel: Towards Differentiable ML Pipelines Beyond a Single Model

    Gyeong-In Yu, Saeed Amizadeh, Sehoon Kim, Artidoro Pagnoni, Ce Zhang, Byung-Gon Chun, Markus Weimer, Matteo Interlandi

    Databases

    日本大学: 関与なし(対象大学)

  48. 2022 · VLDB/PVLDB

    Witan: Unsupervised Labelling Function Generation for Assisted Data Programming

    Benjamin Denham, Edmund M-K. Lai, Roopak Sinha, M. Asif Naeem

    Databases

    日本大学: 関与なし(対象大学)

  49. 2022 · VLDB/PVLDB

    YeSQL: “You extend SQL” with Rich and Highly Performant User-Defined Functions in Relational Databases

    Yannis Foufoulas, Alkis Simitsis, Lefteris Stamatogiannakis, Yannis Ioannidis

    Databases

    日本大学: 関与なし(対象大学)

  50. 2022 · VLDB/PVLDB

    Your Read is Our Priority in Flash Storage

    Mijin An, Soojun Im, Dawoon Jung, Sang-Won Lee

    Databases

    日本大学: 関与なし(対象大学)

  51. 2022 · VLDB/PVLDB

    Zero-Shot Cost Models for Out-of-the-box Learned Cost Prediction

    Benjamin Hilprecht, Carsten Binnig

    Databases

    日本大学: 関与なし(対象大学)

  52. 2022 · VLDB/PVLDB

    xFraud: Explainable Fraud Transaction Detection

    Susie Xi Rao, Shuai Zhang, Zhichao Han, Zitao Zhang, Wei Min, Zhiyao Chen, Yinan Shan, Yang Zhao, Ce Zhang

    Databases

    日本大学: 関与なし(対象大学)