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ORCIDProceedings of the VLDB Endowment, Volume 16
Volume 16, Number 1, September 2022
- Georgia Koutrika, Jun Yang:
Front Matter. i-vi - Jeffrey Helt, Abhinav Sharma, Daniel J. Abadi, Wyatt Lloyd, Jose M. Faleiro:
C5: Cloned Concurrency Control That Always Keeps Up. 1-14 - Ruihong Wang, Jianguo Wang, Stratos Idreos, M. Tamer Özsu
, Walid G. Aref:
The Case for Distributed Shared-Memory Databases with RDMA-Enabled Memory Disaggregation. 15-22 - Chenyuan Wu, Mohammad Javad Amiri, Jared Asch, Heena Nagda, Qizhen Zhang, Boon Thau Loo:
FlexChain: An Elastic Disaggregated Blockchain. 23-36 - Zhen Zhang, Shuai Zheng, Yida Wang, Justin Chiu, George Karypis, Trishul Chilimbi, Mu Li, Xin Jin:
MiCS: Near-linear Scaling for Training Gigantic Model on Public Cloud. 37-50 - Yi Yang, Yurong Cheng, Ye Yuan, Guoren Wang, Lei Chen, Yongjiao Sun:
Privacy-preserving Cooperative Online Matching over Spatial Crowdsourcing Platforms. 51-63 - Jiayi Wang, Chengliang Chai, Nan Tang, Jiabin Liu, Guoliang Li:
Coresets over Multiple Tables for Feature-rich and Data-efficient Machine Learning. 64-76 - Zihao Zhang, Huiqi Hu, Xuan Zhou, Jiang Wang:
STARRY: Multi-master Transaction Processing on Semi-leader Architecture. 77-89 - Konstantinos Skitsas, Ioannis G. Papageorgiou, Mohammad Sadegh Talebi, Vasiliki Kantere, Michael N. Katehakis, Panagiotis Karras:
SIFTER: Space-Efficient Value Iteration for Finite-Horizon MDPs. 90-98 - Geoffrey X. Yu, Markos Markakis, Andreas Kipf, Per-Åke Larson, Umar Farooq Minhas, Tim Kraska:
TreeLine: An Update-In-Place Key-Value Store for Modern Storage. 99-112 - Yuchao Tao, Amir Gilad, Ashwin Machanavajjhala, Sudeepa Roy:
DPXPlain: Privately Explaining Aggregate Query Answers. 113-126
Volume 16, Number 2, October 2022
- Georgia Koutrika, Jun Yang:
Front Matter. i-vii - Lijun Chang, Mouyi Xu, Darren Strash:
Efficient Maximum k-Plex Computation over Large Sparse Graphs. 127-139 - Tianxun Hu, Tianzheng Wang, Qingqing Zhou:
Online Schema Evolution is (almost) Free for Snapshot Databases. 140-153 - Yifan Wang, Haodi Ma, Daisy Zhe Wang:
LIDER: An Efficient High-dimensional Learned Index for Large-scale Dense Passage Retrieval. 154-166 - Sina Shaham, Gabriel Ghinita, Cyrus Shahabi:
Models and Mechanisms for Spatial Data Fairness. 167-179 - Shixun Huang, Wenqing Lin, Zhifeng Bao, Jiachen Sun:
Influence Maximization in Real-World Closed Social Networks. 180-192 - Angela Bonifati, Francesco Del Buono, Francesco Guerra, Donato Tiano:
Time2Feat: Learning Interpretable Representations for Multivariate Time Series Clustering. 193-201 - Xiaochen Li, Yuke Hu, Weiran Liu, Hanwen Feng, Li Peng, Yuan Hong, Kui Ren, Zhan Qin:
OpBoost: A Vertical Federated Tree Boosting Framework Based on Order-Preserving Desensitization. 202-215 - R. Malinga Perera, Bastian Oetomo, Benjamin I. P. Rubinstein, Renata Borovica-Gajic:
HMAB: Self-Driving Hierarchy of Bandits for Integrated Physical Database Design Tuning. 216-229 - Dimitris Palyvos-Giannas, Katerina Tzompanaki, Marina Papatriantafilou, Vincenzo Gulisano:
Erebus: Explaining the Outputs of Data Streaming Queries. 230-242 - Zhou Zhang, Zhaole Chu, Peiquan Jin, Yongping Luo, Xike Xie, Shouhong Wan, Yun Luo, Xufei Wu, Peng Zou, Chunyang Zheng, Guoan Wu, Andy Rudoff:
PLIN: A Persistent Learned Index for Non-Volatile Memory with High Performance and Instant Recovery. 243-255 - Zuozhi Wang, Shengquan Ni, Avinash Kumar, Chen Li:
Fries: Fast and Consistent Runtime Reconfiguration in Dataflow Systems with Transactional Guarantees. 256-268 - Renjie Xiao, Zijing Tan, Haojin Wang, Shuai Ma:
Fast Approximate Denial Constraint Discovery. 269-281 - Haoyu Wang, Shaoxu Song:
Frequency Domain Data Encoding in Apache IoTDB. 282-290 - Jiping Zheng, Yuan Ma, Wei Ma, Yanhao Wang, Xiaoyang Wang:
Happiness Maximizing Sets under Group Fairness Constraints. 291-303 - Cédric Renggli, Xiaozhe Yao, Luka Kolar, Luka Rimanic, Ana Klimovic, Ce Zhang:
SHiFT: An Efficient, Flexible Search Engine for Transfer Learning. 304-316 - Md Mouinul Islam, Dong Wei, Baruch Schieber, Senjuti Basu Roy:
Satisfying Complex Top-k Fairness Constraints by Preference Substitutions. 317-329 - Nikolai Karpov, Qin Zhang:
SyncSignature: A Simple, Efficient, Parallelizable Framework for Tree Similarity Joins. 330-342 - Shuang Yang, Yahui Sun, Jiesong Liu, Xiaokui Xiao, Rong-Hua Li, Zhewei Wei:
Approximating Probabilistic Group Steiner Trees in Graphs. 343-355 - Serafeim Papadias, Zoi Kaoudi, Jorge-Arnulfo Quiané-Ruiz, Volker Markl:
Space-Efficient Random Walks on Streaming Graphs. 356-368 - Pengfei Wang, Xiaocan Zeng, Lu Chen, Fan Ye, Yuren Mao, Junhao Zhu, Yunjun Gao:
PromptEM: Prompt-tuning for Low-resource Generalized Entity Matching. 369-378 - Zhihan Guo, Xinyu Zeng, Kan Wu, Wuh-Chwen Hwang, Ziwei Ren, Xiangyao Yu, Mahesh Balakrishnan, Philip A. Bernstein:
Cornus: Atomic Commit for a Cloud DBMS with Storage Disaggregation. 379-392
Volume 16, Number 3, November 2022
- Georgia Koutrika, Jun Yang:
Front Matter. i-vi - Haitao Yuan, Guoliang Li, Zhifeng Bao:
Route Travel Time Estimation on A Road Network Revisited: Heterogeneity, Proximity, Periodicity and Dynamicity. 393-405 - Yongji Wu, Matthew Lentz, Danyang Zhuo, Yao Lu:
Serving and Optimizing Machine Learning Workflows on Heterogeneous Infrastructures. 406-419 - Zixuan Geng, Maximilian Schleich, Dan Suciu:
Computing Rule-Based Explanations by Leveraging Counterfactuals. 420-432 - Jinfeng Peng, Derong Shen, Nan Tang, Tieying Liu, Yue Kou, Tiezheng Nie, Hang Cui, Ge Yu:
Self-supervised and Interpretable Data Cleaning with Sequence Generative Adversarial Networks. 433-446 - Francisco Romero, Johann Hauswald, Aditi Partap, Daniel Kang, Matei Zaharia, Christos Kozyrakis:
Optimizing Video Analytics with Declarative Model Relationships. 447-460 - Jiaxin Jiang, Yuan Li, Bingsheng He, Bryan Hooi, Jia Chen, Johan Kok Zhi Kang:
Spade: A Real-Time Fraud Detection Framework on Evolving Graphs. 461-469 - Xupeng Miao, Yujie Wang, Youhe Jiang, Chunan Shi, Xiaonan Nie, Hailin Zhang, Bin Cui:
Galvatron: Efficient Transformer Training over Multiple GPUs Using Automatic Parallelism. 470-479 - Qitong Wang, Stephen Whitmarsh, Vincent Navarro, Themis Palpanas:
iEDeaL: A Deep Learning Framework for Detecting Highly Imbalanced Interictal Epileptiform Discharges. 480-490 - Eleni Zapridou, Ioannis Mytilinis, Anastasia Ailamaki:
Dalton: Learned Partitioning for Distributed Data Streams. 491-504 - Ali Behrouz, Farnoosh Hashemi, Laks V. S. Lakshmanan:
FirmTruss Community Search in Multilayer Networks. 505-518 - Tianyang Xu, Zhao Lu, Yuanyuan Zhu:
Efficient Triangle-Connected Truss Community Search In Dynamic Graphs. 519-531 - Ibrahim Sabek, Kapil Vaidya, Dominik Horn, Andreas Kipf, Michael Mitzenmacher, Tim Kraska:
Can Learned Models Replace Hash Functions? 532-545 - Yue Zhao, George H. Chen, Zhihao Jia:
TOD: GPU-accelerated Outlier Detection via Tensor Operations. 546-560 - Chaohong Ma, Xiaohui Yu, Yifan Li, Xiaofeng Meng, Aishan Maoliniyazi:
FILM: a Fully Learned Index for Larger-than-Memory Databases. 561-573
Volume 16, Number 4, December 2022
- Georgia Koutrika, Jun Yang:
Front Matter. i-vii - Miti Mazmudar, Thomas Humphries, Jiaxiang Liu, Matthew Rafuse, Xi He:
Cache Me If You Can: Accuracy-Aware Inference Engine for Differentially Private Data Exploration. 574-586 - Francesca Falzon, Evangelia Anna Markatou, Zachary Espiritu, Roberto Tamassia:
Range Search over Encrypted Multi-Attribute Data. 587-600 - Xuanle Ren, Le Su, Zhen Gu, Sheng Wang, Feifei Li, Yuan Xie, Song Bian, Chao Li, Fan Zhang:
HEDA: Multi-Attribute Unbounded Aggregation over Homomorphically Encrypted Database. 601-614 - Chih-Ya Shen, Shao-Heng Ko, Guang-Siang Lee, Wang-Chien Lee, De-Nian Yang:
Density Personalized Group Query. 615-628 - Jinkun Geng, Anirudh Sivaraman, Balaji Prabhakar, Mendel Rosenblum:
Nezha: Deployable and High-Performance Consensus Using Synchronized Clocks. 629-642 - Ishtiyaque Ahmad, Divyakant Agrawal, Amr El Abbadi, Trinabh Gupta:
Pantheon: Private Retrieval from Public Key-Value Store. 643-656 - Francesco Da Dalt, Simon Scherrer, Adrian Perrig:
Bayesian Sketches for Volume Estimation in Data Streams. 657-669 - Moin Hussain Moti, Panagiotis Simatis, Dimitris Papadias:
Waffle: A Workload-Aware and Query-Sensitive Framework for Disk-Based Spatial Indexing. 670-683 - Eduardo H. M. Pena, Fábio Porto, Felix Naumann:
Fast Algorithms for Denial Constraint Discovery. 684-696 - Pu Jiao, Sheng Di, Hanqi Guo, Kai Zhao, Jiannan Tian, Dingwen Tao, Xin Liang, Franck Cappello:
Toward Quantity-of-Interest Preserving Lossy Compression for Scientific Data. 697-710 - Gunduz Vehbi Demirci, Aparajita Haldar, Hakan Ferhatosmanoglu:
Scalable Graph Convolutional Network Training on Distributed-Memory Systems. 711-724 - Patrick Schäfer, Ulf Leser:
Motiflets - Simple and Accurate Detection of Motifs in Time Series. 725-737 - Avanika Narayan, Ines Chami, Laurel J. Orr, Christopher Ré:
Can Foundation Models Wrangle Your Data? 738-746 - Bogyeong Kim, Kyoseung Koo, Undraa Enkhbat, Sohyun Kim, Juhun Kim, Bongki Moon:
M2Bench: A Database Benchmark for Multi-Model Analytic Workloads. 747-759 - Nirvik Baruah, Peter Kraft, Fiodar Kazhamiaka, Peter Bailis, Matei Zaharia:
Parallelism-Optimizing Data Placement for Faster Data-Parallel Computations. 760-771 - Teddy Lazebnik, Amit Somech, Abraham Itzhak Weinberg:
SubStrat: A Subset-Based Optimization Strategy for Faster AutoML. 772-780 - Saket Gurukar, Nikil Pancha, Andrew Zhai, Eric Kim, Samson Hu, Srinivasan Parthasarathy, Charles Rosenberg, Jure Leskovec:
MultiBiSage: A Web-Scale Recommendation System Using Multiple Bipartite Graphs at Pinterest. 781-789 - Alexandros Zeakis, Dimitrios Skoutas, Dimitris Sacharidis, Odysseas Papapetrou, Manolis Koubarakis:
TokenJoin: Efficient Filtering for Set Similarity Join with Maximum Weighted Bipartite Matching. 790-802 - Moe Kayali, Dan Suciu:
Quasi-stable Coloring for Graph Compression: Approximating Max-Flow, Linear Programs, and Centrality. 803-815 - David Pujol, Albert Sun, Brandon Fain, Ashwin Machanavajjhala:
Multi-Analyst Differential Privacy for Online Query Answering. 816-828 - Tim Gubner, Peter A. Boncz:
Excalibur: A Virtual Machine for Adaptive Fine-grained JIT-Compiled Query Execution based on VOILA. 829-841 - Lianke Qin, Rajesh Jayaram, Elaine Shi, Zhao Song, Danyang Zhuo, Shumo Chu:
Differentially Oblivious Relational Database Operators. 842-855 - Shadaj Laddad, Conor Power, Mae Milano, Alvin Cheung, Natacha Crooks, Joseph M. Hellerstein:
Keep CALM and CRDT On. 856-863 - Kejing Lu, Yoshiharu Ishikawa, Chuan Xiao:
MQH: Locality Sensitive Hashing on Multi-level Quantization Errors for Point-to-Hyperplane Distances. 864-876 - Gábor Szárnyas, Jack Waudby, Benjamin A. Steer, Dávid Szakállas, Altan Birler, Mingxi Wu, Yuchen Zhang, Peter A. Boncz:
The LDBC Social Network Benchmark: Business Intelligence Workload. 877-890 - Shuai An, Yang Cao:
Making Cache Monotonic and Consistent. 891-904 - Ziyun Wei, Immanuel Trummer:
SkinnerMT: Parallelizing for Efficiency and Robustness in Adaptive Query Processing on Multicore Platforms. 905-917 - Dujian Ding, Sihem Amer-Yahia, Laks V. S. Lakshmanan:
On Efficient Approximate Queries over Machine Learning Models. 918-931 - Aamod Khatiwada, Roee Shraga, Wolfgang Gatterbauer, Renée J. Miller:
Integrating Data Lake Tables. 932-945 - Hongbo Kang, Yiwei Zhao, Guy E. Blelloch, Laxman Dhulipala, Yan Gu, Charles McGuffey, Phillip B. Gibbons:
PIM-tree: A Skew-resistant Index for Processing-in-Memory. 946-958 - Zhijia Chen, Weiyi Meng, Eduard C. Dragut:
Web Record Extraction with Invariants. 959-972 - Yong Wang, Guoliang Li, Kaiyu Li, Haitao Yuan:
A Deep Generative Model for Trajectory Modeling and Utilization. 973-985 - Zihuan Xu, Lei Chen:
L2chain: Towards High-performance, Confidential and Secure Layer-2 Blockchain Solution for Decentralized Applications. 986-999
Volume 16, Number 5, 2023
- Georgia Koutrika, Jun Yang:
Front Matter. i-vii - Mingxuan Li, Yazhe Wang, Shuai Ma, Chao Liu, Dongdong Huo, Yu Wang, Zhen Xu:
Auto-Tuning with Reinforcement Learning for Permissioned Blockchain Systems. 1000-1012 - Minhui Xie, Youyou Lu, Qing Wang, Yangyang Feng, Jiaqiang Liu, Kai Ren, Jiwu Shu:
PetPS: Supporting Huge Embedding Models with Persistent Memory. 1013-1022 - Kashif Rabbani, Matteo Lissandrini, Katja Hose:
Extraction of Validating Shapes from very large Knowledge Graphs. 1023-1032 - Pu Pang, Gang Deng, Kaihao Bai, Quan Chen, Shixuan Sun, Bo Liu, Yu Xu, Hongbo Yao, Zhengheng Wang, Xiyu Wang, Zheng Liu, Zhuo Song, Yong Yang, Tao Ma, Minyi Guo:
Async-fork: Mitigating Query Latency Spikes Incurred by the Fork-based Snapshot Mechanism from the OS Level. 1033-1045 - Qichen Wang, Xiao Hu, Binyang Dai, Ke Yi:
Change Propagation Without Joins. 1046-1058 - Yuexiang Xie, Zhen Wang, Dawei Gao, Daoyuan Chen, Liuyi Yao, Weirui Kuang, Yaliang Li, Bolin Ding, Jingren Zhou:
FederatedScope: A Flexible Federated Learning Platform for Heterogeneity. 1059-1072 - Boyang Li, Yurong Cheng, Ye Yuan, Yi Yang, Qianqian Jin, Guoren Wang:
ACTA: Autonomy and Coordination Task Assignment in Spatial Crowdsourcing Platforms. 1073-1085 - Taegeon Um, Byungsoo Oh, Byeongchan Seo, Minhyeok Kweun, Goeun Kim, Woo-Yeon Lee:
FastFlow: Accelerating Deep Learning Model Training with Smart Offloading of Input Data Pipeline. 1086-1099 - Xi Zhao, Bolong Zheng, Xiaomeng Yi, Xiaofan Luan, Charles Xie, Xiaofang Zhou, Christian S. Jensen:
FARGO: Fast Maximum Inner Product Search via Global Multi-Probing. 1100-1112 - Martin Kiefer, Ilias Poulakis, Eleni Tzirita Zacharatou, Volker Markl:
Optimistic Data Parallelism for FPGA-Accelerated Sketching. 1113-1125 - Héber Hwang Arcolezi, Sébastien Gambs, Jean-François Couchot, Catuscia Palamidessi:
On the Risks of Collecting Multidimensional Data Under Local Differential Privacy. 1126-1139 - Manos Chatzakis, Panagiota Fatourou, Eleftherios Kosmas, Themis Palpanas, Botao Peng:
Odyssey: A Journey in the Land of Distributed Data Series Similarity Search. 1140-1153 - Lanting Fang, Kaiyu Feng, Jie Gui, Shanshan Feng, Aiqun Hu:
Anonymous Edge Representation for Inductive Anomaly Detection in Dynamic Bipartite Graphs. 1154-1167 - Junyong Yang, Ming Zhong, Yuanyuan Zhu, Tieyun Qian, Mengchi Liu, Jeffrey Xu Yu:
Scalable Time-Range k-Core Query on Temporal Graphs. 1168-1180 - Erkang Zhu, Silu Huang, Surajit Chaudhuri:
High-Performance Row Pattern Recognition Using Joins. 1181-1194 - Kelin Luo, Alexandre M. Florio, Syamantak Das, Xiangyu Guo:
A Hierarchical Grouping Algorithm for the Multi-Vehicle Dial-a-Ride Problem. 1195-1207
Volume 16, Number 6, 2023
- Georgia Koutrika, Jun Yang:
Front Matter. i-vii - Xiaoxuan Liu, Shuxian Wang, Mengzhu Sun, Sicheng Pan, Ge Li, Siddharth Jha, Cong Yan, Junwen Yang, Shan Lu, Alvin Cheung:
Leveraging Application Data Constraints to Optimize Database-Backed Web Applications. 1208-1221 - Ferdinand Gruber, Maximilian Bandle, Alexis Engelke, Thomas Neumann, Jana Giceva:
Bringing Compiling Databases to RISC Architectures. 1222-1234 - Hokeun Cha, Xiangpeng Hao, Tianzheng Wang, Huanchen Zhang, Aditya Akella, Xiangyao Yu:
Blink-hash: An Adaptive Hybrid Index for In-Memory Time-Series Databases. 1235-1248 - Wentao Huang, Yunhong Ji, Xuan Zhou, Bingsheng He, Kian-Lee Tan:
A Design Space Exploration and Evaluation for Main-Memory Hash Joins in Storage Class Memory. 1249-1263 - Kaile Huang, Si Liu, Zhenge Chen, Hengfeng Wei, David A. Basin, Haixiang Li, Anqun Pan:
Efficient Black-box Checking of Snapshot Isolation in Databases. 1264-1276 - Zitao Li, Tianhao Wang, Ninghui Li:
Differentially Private Vertical Federated Clustering. 1277-1290 - Fuheng Zhao, Punnal Ismail Khan, Divyakant Agrawal, Amr El Abbadi, Arpit Gupta, Zaoxing Liu:
Panakos: Chasing the Tails for Multidimensional Data Streams. 1291-1304 - Jonathan Fürst, Mauricio Fadel Argerich, Bin Cheng:
VersaMatch: Ontology Matching with Weak Supervision. 1305-1318 - Yushi Sun, Hao Xin, Lei Chen:
RECA: Related Tables Enhanced Column Semantic Type Annotation Framework. 1319-1331 - Yiming Li, Yanyan Shen, Lei Chen, Mingxuan Yuan:
Zebra: When Temporal Graph Neural Networks Meet Temporal Personalized PageRank. 1332-1345 - Su Feng, Boris Glavic, Oliver Kennedy:
Efficient Approximation of Certain and Possible Answers for Ranking and Window Queries over Uncertain Data. 1346-1358 - Cong Yue, Tien Tuan Anh Dinh, Zhongle Xie, Meihui Zhang, Gang Chen, Beng Chin Ooi, Xiaokui Xiao:
GlassDB: An Efficient Verifiable Ledger Database System Through Transparency. 1359-1371 - Qian Zhang, Jingyao Li, Hongyao Zhao, Quanqing Xu, Wei Lu, Jinliang Xiao, Fusheng Han, Chuanhui Yang, Xiaoyong Du:
Efficient Distributed Transaction Processing in Heterogeneous Networks. 1372-1385 - Zhiguo Jiang, Hanhua Chen, Hai Jin:
Auxo: A Scalable and Efficient Graph Stream Summarization Structure. 1386-1398 - Xiao He, Ye Li, Jian Tan, Bin Wu, Feifei Li:
OneShotSTL: One-Shot Seasonal-Trend Decomposition For Online Time Series Anomaly Detection And Forecasting. 1399-1412 - Alexander van Renen, Viktor Leis:
Cloud Analytics Benchmark. 1413-1425 - Adnan Alhomssi, Viktor Leis:
Scalable and Robust Snapshot Isolation for High-Performance Storage Engines. 1426-1438 - Xiang Li, Fabing Li, Mingyu Gao:
FLARE: A Fast, Secure, and Memory-Efficient Distributed Analytics Framework (Flavor: Systems). 1439-1452 - Mijin An, Jonghyeok Park, Tianzheng Wang, Beomseok Nam, Sang-Won Lee:
NV-SQL: Boosting OLTP Performance with Non-Volatile DIMMs. 1453-1465 - Rong Zhu, Wei Chen, Bolin Ding, Xingguang Chen, Andreas Pfadler, Ziniu Wu, Jingren Zhou:
Lero: A Learning-to-Rank Query Optimizer. 1466-1479 - Kitaek Lee, Insoon Jo, Jaechan Ahn, Hyuk Lee, Hwang Lee, Woong Sul, Hyungsoo Jung:
Deploying Computational Storage for HTAP DBMSs Takes More Than Just Computation Offloading. 1480-1493 - Dixin Tang, Alan D. Fekete, Indranil Gupta, Aditya G. Parameswaran:
Transactional Panorama: A Conceptual Framework for User Perception in Analytical Visual Interfaces. 1494-1506 - Derek Paulsen, Yash Govind, AnHai Doan:
Sparkly: A Simple yet Surprisingly Strong TF/IDF Blocker for Entity Matching. 1507-1519 - Parimarjan Negi, Ziniu Wu, Andreas Kipf, Nesime Tatbul, Ryan Marcus, Sam Madden, Tim Kraska, Mohammad Alizadeh:
Robust Query Driven Cardinality Estimation under Changing Workloads. 1520-1533 - Han Fu, Chang Liu, Bin Wu, Feifei Li, Jian Tan, Jianling Sun:
CatSQL: Towards Real World Natural Language to SQL Applications. 1534-1547 - Ilias Azizi, Karima Echihabi, Themis Palpanas:
Elpis: Graph-Based Similarity Search for Scalable Data Science. 1548-1559 - Carl Duffy, Jaehoon Shim, Sang-Hoon Kim, Jin-Soo Kim:
Dotori: A Key-Value SSD Based KV Store. 1560-1572 - David Pujol, Amir Gilad, Ashwin Machanavajjhala:
PreFair: Privately Generating Justifiably Fair Synthetic Data. 1573-1586 - Roee Shraga, Renée J. Miller:
Explaining Dataset Changes for Semantic Data Versioning with Explain-Da-V. 1587-1600
Volume 16, Number 7, 2023
- Georgia Koutrika, Jun Yang:
Front Matter. i-vii - Mihai Budiu, Tej Chajed, Frank McSherry, Leonid Ryzhyk, Val Tannen:
DBSP: Automatic Incremental View Maintenance for Rich Query Languages. 1601-1614 - Ling Liang, Jilan Lin, Zheng Qu, Ishtiyaque Ahmad, Fengbin Tu, Trinabh Gupta, Yufei Ding, Yuan Xie:
SPG: Structure-Private Graph Database via SqueezePIR. 1615-1628 - Jingyuan Zhang, Ao Wang, Xiaolong Ma, Benjamin Carver, Nicholas John Newman, Ali Anwar, Lukas Rupprecht, Vasily Tarasov, Dimitrios Skourtis, Feng Yan, Yue Cheng:
InfiniStore: Elastic Serverless Cloud Storage. 1629-1642 - Peng Fang, Arijit Khan, Siqiang Luo, Fang Wang, Dan Feng, Zhenli Li, Wei Yin, Yuchao Cao:
Distributed Graph Embedding with Information-Oriented Random Walks. 1643-1656 - Shuyuan Zheng, Yang Cao, Masatoshi Yoshikawa:
Secure Shapley Value for Cross-Silo Federated Learning. 1657-1670 - Xiang Li, Nuozhou Sun, Yunqian Luo, Mingyu Gao:
SODA: A Set of Fast Oblivious Algorithms in Distributed Secure Data Analytics. 1671-1684 - Zicong Hong, Song Guo, Enyuan Zhou, Wuhui Chen, Huawei Huang, Albert Y. Zomaya:
GriDB: Scaling Blockchain Database via Sharding and Off-Chain Cross-Shard Mechanism. 1685-1698 - Xun Jian, Zhiyuan Li, Lei Chen:
SUFF: Accelerating Subgraph Matching with Historical Data. 1699-1711 - Haochen He, Erci Xu, Shanshan Li, Zhouyang Jia, Si Zheng, Yue Yu, Jun Ma, Xiangke Liao:
When Database Meets New Storage Devices: Understanding and Exposing Performance Mismatches via Configurations. 1712-1725 - Grace Fan, Jin Wang, Yuliang Li, Dan Zhang, Renée J. Miller:
Semantics-aware Dataset Discovery from Data Lakes with Contextualized Column-based Representation Learning. 1726-1739 - Kasper Overgaard Mortensen, Fatemeh Zardbani, Mohammad Ahsanul Haque, Steinn Ymir Agustsson, Davide Mottin, Philip Hofmann, Panagiotis Karras:
Marigold: Efficient k-means Clustering in High Dimensions. 1740-1748 - Ibrahim Sabek, Tim Kraska:
The Case for Learned In-Memory Joins. 1749-1762 - Ruiyuan Li, Zheng Li, Yi Wu, Chao Chen, Yu Zheng:
Elf: Erasing-based Lossless Floating-Point Compression. 1763-1776 - Tianyi Chen, Jun Gao, Hedui Chen, Yaofeng Tu:
LOGER: A Learned Optimizer towards Generating Efficient and Robust Query Execution Plans. 1777-1789 - Wim Martens, Matthias Niewerth, Tina Popp, Carlos Rojas, Stijn Vansummeren, Domagoj Vrgoc:
Representing Paths in Graph Database Pattern Matching. 1790-1803
Volume 16, Number 8, 2023
- Georgia Koutrika, Jun Yang:
Front Matter. i-vii - Xiling Li, Chenkai Weng, Yongxin Xu, Xiao Wang, Jennie Rogers:
ZKSQL: Verifiable and Efficient Query Evaluation with Zero-Knowledge Proofs. 1804-1816 - Chengzhi Piao, Tingyang Xu, Xiangguo Sun, Yu Rong, Kangfei Zhao, Hong Cheng:
Computing Graph Edit Distance via Neural Graph Matching. 1817-1829 - Christine Schäler, Thomas Hütter, Martin Schäler:
Benchmarking the Utility of w-event Differential Privacy Mechanisms - When Baselines Become Mighty Competitors. 1830-1842 - Eriq Augustine, Lise Getoor:
Collective Grounding: Applying Database Techniques to Grounding Templated Models. 1843-1855 - Jan Niklas Adams, Cameron Pitsch, Tobias Brockhoff, Wil M. P. van der Aalst:
An Experimental Evaluation of Process Concept Drift Detection. 1856-1869 - Gerardo Vitagliano, Mazhar Hameed, Lan Jiang, Lucas Reisener, Eugene Wu, Felix Naumann:
Pollock: A Data Loading Benchmark. 1870-1882 - Yingtai Xiao, Guanhong Wang, Danfeng Zhang, Daniel Kifer:
Answering Private Linear Queries Adaptively using the Common Mechanism. 1883-1896 - Yuntao Du, Yujia Hu, Zhikun Zhang, Ziquan Fang, Lu Chen, Baihua Zheng, Yunjun Gao:
LDPTrace: Locally Differentially Private Trajectory Synthesis. 1897-1909 - Xenophon Kitsios, Panagiotis Liakos, Katia Papakonstantinopoulou, Yannis Kotidis:
Sim-Piece: Highly Accurate Piecewise Linear Approximation through Similar Segment Merging. 1910-1922 - Eugenio Marinelli, Yiqing Yan, Virginie Magnone, Charlotte Dumargne, Pascal Barbry, Thomas Heinis, Raja Appuswamy:
Towards Migration-Free Just-In-Case Data Archival for Future Cloud Data Lakes. 1923-1929 - Zhiyuan Dong, Zhaoguo Wang, Xiaodong Zhang, Xian Xu, Changgeng Zhao, Haibo Chen, Aurojit Panda, Jinyang Li:
Fine-Grained Re-Execution for Efficient Batched Commit of Distributed Transactions. 1930-1943 - Wenfei Fan, Resul Tugay, Yaoshu Wang, Min Xie, Muhammad Asif Ali:
Learning and Deducing Temporal Orders. 1944-1957 - Xu Chen, Zhen Wang, Shuncheng Liu, Yaliang Li, Kai Zeng, Bolin Ding, Jingren Zhou, Han Su, Kai Zheng:
BASE: Bridging the Gap between Cost and Latency for Query Optimization. 1958-1966 - Jakub Lemiesz:
Efficient framework for operating on data sketches. 1967-1978 - Xi Zhao, Yao Tian, Kai Huang, Bolong Zheng, Xiaofang Zhou:
Towards Efficient Index Construction and Approximate Nearest Neighbor Search in High-Dimensional Spaces. 1979-1991 - Zhaoyan Sun, Xuanhe Zhou, Guoliang Li:
Learned Index: A Comprehensive Experimental Evaluation. 1992-2004 - Yanping Zhang, Johes Bater, Kartik Nayak, Ashwin Machanavajjhala:
Longshot: Indexing Growing Databases using MPC and Differential Privacy. 2005-2018 - John Paparrizos, Kaize Wu, Aaron J. Elmore, Christos Faloutsos, Michael J. Franklin:
Accelerating Similarity Search for Elastic Measures: A Study and New Generalization of Lower Bounding Distances. 2019-2032 - Chenyuan Wu, Bhavana Mehta, Mohammad Javad Amiri, Ryan Marcus, Boon Thau Loo:
AdaChain: A Learned Adaptive Blockchain. 2033-2046 - Yingli Zhou, Yixiang Fang, Wensheng Luo, Yunming Ye:
Influential Community Search over Large Heterogeneous Information Networks. 2047-2060
Volume 16, Number 9, 2023
- Georgia Koutrika, Jun Yang:
Front Matter. - Naheed Anjum Arafat, Arijit Khan, Arpit Kumar Rai, Bishwamittra Ghosh:
Neighborhood-based Hypergraph Core Decomposition. 2061-2074 - Janet Layne, Justin Carpenter, Edoardo Serra, Francesco Gullo:
Temporal SIR-GN: Efficient and Effective Structural Representation Learning for Temporal Graphs. 2075-2089 - Gabriel Haas, Viktor Leis:
What Modern NVMe Storage Can Do, And How To Exploit It: High-Performance I/O for High-Performance Storage Engines. 2090-2102 - Vinay Banakar, Kan Wu, Yuvraj Patel, Kimberly Keeton, Andrea C. Arpaci-Dusseau, Remzi H. Arpaci-Dusseau:
WiscSort: External Sorting For Byte-Addressable Storage. 2103-2116 - Lorraine A. K. Ayad, Grigorios Loukides, Solon P. Pissis:
Text Indexing for Long Patterns: Anchors are All you Need. 2117-2131 - Azim Afroozeh, Peter A. Boncz:
The FastLanes Compression Layout: Decoding >100 Billion Integers per Second with Scalar Code. 2132-2144 - Cong Yue, Meihui Zhang, Changhao Zhu, Gang Chen, Dumitrel Loghin, Beng Chin Ooi:
VeriBench: Analyzing the Performance of Database Systems with Verifiability. 2145-2157 - Jiangneng Li, Zheng Wang, Gao Cong, Cheng Long, Han Mao Kiah, Bin Cui:
Towards Designing and Learning Piecewise Space-Filling Curves. 2158-2171 - Xiaoke Zhu, Yang Liu, Shuhao Liu, Wenfei Fan:
MiniGraph: Querying Big Graphs with a Single Machine. 2172-2185 - Yunyoung Choi, Kunsoo Park, Hyunjoon Kim:
BICE: Exploring Compact Search Space by Using Bipartite Matching and Cell-Wide Verification. 2186-2198 - Anxin Tian, Alexander Zhou, Yue Wang, Lei Chen:
Maximal D-truss Search in Dynamic Directed Graphs. 2199-2211 - Pengfei Li, Hua Lu, Rong Zhu, Bolin Ding, Long Yang, Gang Pan:
DILI: A Distribution-Driven Learned Index. 2212-2224 - Alexandros Zeakis, George Papadakis, Dimitrios Skoutas, Manolis Koubarakis:
Pre-trained Embeddings for Entity Resolution: An Experimental Analysis. 2225-2238 - Yanping Zheng, Zhewei Wei, Jiajun Liu:
Decoupled Graph Neural Networks for Large Dynamic Graphs. 2239-2247 - Fatemeh Zardbani, Nikos Mamoulis, Stratos Idreos, Panagiotis Karras:
Adaptive Indexing of Objects with Spatial Extent. 2248-2260 - Xu Chen, Haitian Chen, Zibo Liang, Shuncheng Liu, Jinghong Wang, Kai Zeng, Han Su, Kai Zheng:
LEON: A New Framework for ML-Aided Query Optimization. 2261-2273 - Nuno Faria, José Pereira, Ana Nunes Alonso, Ricardo Vilaça, Yunus Koning, Niels Nes:
TiQuE: Improving the Transactional Performance of Analytical Systems for True Hybrid Workloads. 2274-2288 - Jaeho Bang, Gaurav Tarlok Kakkar, Pramod Chunduri, Subrata Mitra, Joy Arulraj:
SEIDEN: Revisiting Query Processing in Video Database Systems. 2289-2301 - Ferdinand Kossmann, Ziniu Wu, Eugenie Lai, Nesime Tatbul, Lei Cao, Tim Kraska, Sam Madden:
Extract-Transform-Load for Video Streams. 2302-2315 - Sivaprasad Sudhir, Wenbo Tao, Nikolay Pavlovich Laptev, Cyrille Habis, Michael J. Cafarella, Samuel Madden:
Pando: Enhanced Data Skipping with Logical Data Partitioning. 2316-2329 - Kajetan Jeremi Maliszewski, Jorge-Arnulfo Quiané-Ruiz, Volker Markl:
Cracking-Like Join for Trusted Execution Environments. 2330-2343 - Umut Çalikyilmaz, Sven Groppe, Jinghua Groppe, Tobias Winker, Stefan Prestel, Farida Shagieva, Daanish Arya, Florian Preis, Le Gruenwald:
Opportunities for Quantum Acceleration of Databases: Optimization of Queries and Transaction Schedules. 2344-2353 - Xupeng Miao, Yining Shi, Zhi Yang, Bin Cui, Zhihao Jia:
SDPipe: A Semi-Decentralized Framework for Heterogeneity-aware Pipeline-parallel Training. 2354-2363 - Bo-Hyun Lee, Mijin An, Sang-Won Lee:
LRU-C: Parallelizing Database I/Os for Flash SSDs. 2364-2376 - Zixuan Chen, Panagiotis Manolios, Mirek Riedewald:
Why Not Yet: Fixing a Top-k Ranking that Is Not Fair to Individuals. 2377-2390
Volume 16, Number 10, 2023
- Georgia Koutrika, Jun Yang:
Front Matter. - Shantanu Sharma, Yin Li, Sharad Mehrotra, Nisha Panwar, Komal Kumari, Swagnik Roychoudhury:
Information-Theoretically Secure and Highly Efficient Search and Row Retrieval. 2391-2403 - Fumiyuki Kato, Yang Cao, Masatoshi Yoshikawa:
Olive: Oblivious Federated Learning on Trusted Execution Environment Against the Risk of Sparsification. 2404-2417 - Chengyang Luo, Qing Liu, Yunjun Gao, Lu Chen, Ziheng Wei, Congcong Ge:
TASK: An Efficient Framework for Instant Error-tolerant Spatial Keyword Queries on Road Networks. 2418-2430 - Besat Kassaie, Frank Wm. Tompa:
Autonomously Computable Information Extraction. 2431-2443 - Dimitrios Koutsoukos, Raghav Bhartia, Michal Friedman, Ana Klimovic, Gustavo Alonso:
NVM: Is it Not Very Meaningful for Databases? 2444-2457 - Yuyang Dong, Chuan Xiao, Takuma Nozawa, Masafumi Enomoto, Masafumi Oyamada:
DeepJoin: Joinable Table Discovery with Pre-trained Language Models. 2458-2470 - Yuncheng Wu, Naili Xing, Gang Chen, Tien Tuan Anh Dinh, Zhaojing Luo, Beng Chin Ooi, Xiaokui Xiao, Meihui Zhang:
Falcon: A Privacy-Preserving and Interpretable Vertical Federated Learning System. 2471-2484 - Haotian Gao, Cong Yue, Tien Tuan Anh Dinh, Zhiyong Huang, Beng Chin Ooi:
Enabling Secure and Efficient Data Analytics Pipeline Evolution with Trusted Execution Environment. 2485-2498 - Harish Doraiswamy, Vikas Kalagi, Karthik Ramachandra, Jayant R. Haritsa:
A Case for Graphics-driven Query Processing. 2499-2511 - Wei Tian, Jieming Shi, Siqiang Luo, Hui Li, Xike Xie, Yuanhang Zou:
Effective and Efficient Route Planning Using Historical Trajectories on Road Networks. 2512-2524 - Konstantinos Lampropoulos, Fatemeh Zardbani, Nikos Mamoulis, Panagiotis Karras:
Adaptive Indexing in High-Dimensional Metric Spaces. 2525-2537 - Sen Gao, Hongchao Qin, Rong-Hua Li, Bingsheng He:
Parallel Colorful h-star Core Maintenance in Dynamic Graphs. 2538-2550 - Jia Li, Wenyue Zhao, Nikos Ntarmos, Yang Cao, Peter Buneman:
MITra: A Framework for Multi-Instance Graph Traversal. 2551-2564 - Jiazun Chen, Yikuan Xia, Jun Gao:
CommunityAF: An Example-based Community Search Method via Autoregressive Flow. 2565-2577 - Yiming Lin, Yeye He, Surajit Chaudhuri:
Auto-BI: Automatically Build BI-Models Leveraging Local Join Prediction and Global Schema Graph. 2578-2590 - Yuemin Zhang, Qingqing Ye, Rui Chen, Haibo Hu, Qilong Han:
Trajectory Data Collection with Local Differential Privacy. 2591-2604 - Jian Gao, Xin Cao, Xin Yao, Gong Zhang, Wei Wang:
LMSFC: A Novel Multidimensional Index based on Learned Monotonic Space Filling Curves. 2605-2617 - Kexin Rong, Mihai Budiu, Athinagoras Skiadopoulos, Lalith Suresh, Amy Tai:
Scaling a Declarative Cluster Manager Architecture with Query Optimization Techniques. 2618-2631 - Mukul Singh, José Pablo Cambronero Sánchez, Sumit Gulwani, Vu Le, Carina Negreanu, Mohammad Raza, Gust Verbruggen:
CORNET: Learning Table Formatting Rules By Example. 2632-2644 - Chaoji Zuo, Dong Deng:
ARKGraph: All-Range Approximate K-Nearest-Neighbor Graph. 2645-2658 - Brit Youngmann, Michael J. Cafarella, Babak Salimi, Anna Zeng:
Causal Data Integration. 2659-2665 - Michael Martini, Daniel Schuster, Wil M. P. van der Aalst:
Mining Frequent Infix Patterns from Concurrency-Aware Process Execution Variants. 2666-2678 - Pedro Pedreira, Orri Erling, Konstantinos Karanasos, Scott Schneider, Wes McKinney, Satyanarayana R. Valluri, Mohamed Zaït, Jacques Nadeau:
The Composable Data Management System Manifesto. 2679-2685
Volume 16, Number 11, 2023
- Georgia Koutrika, Jun Yang:
Front Matter. - Daniel Ulrich Schmitt, Daniel Kocher, Nikolaus Augsten, Willi Mann, Alexander Miller:
A Two-Level Signature Scheme for Stable Set Similarity Joins. 2686-2698 - Olivier Rodriguez, Federico Ulliana, Marie-Laure Mugnier:
Scalable Reasoning on Document Stores via Instance-Aware Query Rewriting. 2699-2713 - Enhao Zhang, Maureen Daum, Dong He, Brandon Haynes, Ranjay Krishna, Magdalena Balazinska:
EQUI-VOCAL: Synthesizing Queries for Compositional Video Events from Limited User Interactions. 2714-2727 - Yuhao Zhang, Arun Kumar:
Lotan: Bridging the Gap between GNNs and Scalable Graph Analytics Engines. 2728-2741 - Peter Kraft, Qian Li, Xinjing Zhou, Peter Bailis, Michael Stonebraker, Xiangyao Yu, Matei Zaharia:
Epoxy: ACID Transactions Across Diverse Data Stores. 2742-2754 - Maximilian Böther, Lawrence Benson, Ana Klimovic, Tilmann Rabl:
Analyzing Vectorized Hash Tables Across CPU Architectures. 2755-2768 - Dominik Durner, Viktor Leis, Thomas Neumann:
Exploiting Cloud Object Storage for High-Performance Analytics. 2769-2782 - Dimitrios Karapiperis, Christos Tjortjis, Vassilios S. Verykios:
A Randomized Blocking Structure for Streaming Record Linkage. 2783-2791 - Cristian Riveros, Nicolás Van Sint Jan, Domagoj Vrgoc:
REmatch: a novel regex engine for finding all matches. 2792-2804 - Junxiong Wang, Immanuel Trummer, Ahmet Kara, Dan Olteanu:
ADOPT: Adaptively Optimizing Attribute Orders for Worst-Case Optimal Join Algorithms via Reinforcement Learning. 2805-2817 - Zheng Hu, Weiguo Zheng, Xiang Lian:
Triangular Stability Maximization by Influence Spread over Social Networks. 2818-2831 - Haoquan Guan, Ziling Chen, Shaoxu Song:
CORE-Sketch: On Exact Computation of Median Absolute Deviation with Limited Space. 2832-2844 - Christian Lülf, Denis Mayr Lima Martins, Marcos Antonio Vaz Salles, Yongluan Zhou, Fabian Gieseke:
Fast Search-By-Classification for Large-Scale Databases Using Index-Aware Decision Trees and Random Forests. 2845-2857 - Marco Calautti, Mostafa Milani, Andreas Pieris:
Semi-Oblivious Chase Termination for Linear Existential Rules: An Experimental Study. 2858-2870 - Kukjin Lee, Anshuman Dutt, Vivek R. Narasayya, Surajit Chaudhuri:
Analyzing the Impact of Cardinality Estimation on Execution Plans in Microsoft SQL Server. 2871-2883 - Jongsung Lee, Dong Uk Kim, Jae W. Lee:
WALTZ: Leveraging Zone Append to Tighten the Tail Latency of LSM Tree on ZNS SSD. 2884-2896 - Matthew Russo, Tatsunori Hashimoto, Daniel Kang, Yi Sun, Matei Zaharia:
Accelerating Aggregation Queries on Unstructured Streams of Data. 2897-2910 - Qiushi Bai, Sadeem Alsudais, Chen Li:
QueryBooster: Improving SQL Performance Using Middleware Services for Human-Centered Query Rewriting. 2911-2924 - Jiongli Zhu, Sainyam Galhotra, Nazanin Sabri, Babak Salimi:
Consistent Range Approximation for Fair Predictive Modeling. 2925-2938 - Haoteng Yin, Muhan Zhang, Jianguo Wang, Pan Li:
SUREL+: Moving from Walks to Sets for Scalable Subgraph-based Graph Representation Learning. 2939-2948 - Yunjia Zhang, Yannis Chronis, Jignesh M. Patel, Theodoros Rekatsinas:
Simple Adaptive Query Processing vs. Learned Query Optimizers: Observations and Analysis. 2962-2975 - Helen Xu, Amanda Li, Brian Wheatman, Manoj Marneni, Prashant Pandey:
BP-tree: Overcoming the Point-Range Operation Tradeoff for In-Memory B-trees. 2976-2989 - Ge Lv, Chen Jason Zhang, Lei Chen:
HENCE-X: Toward Heterogeneity-agnostic Multi-level Explainability for Deep Graph Networks. 2990-3003 - Haitao Yuan, Sai Wang, Zhifeng Bao, Shangguang Wang:
Automatic Road Extraction with Multi-Source Data Revisited: Completeness, Smoothness and Discrimination. 3004-3017 - Philipp Fent, Guido Moerkotte, Thomas Neumann:
Asymptotically Better Query Optimization Using Indexed Algebra. 3018-3030 - Philipp Skavantzos, Sebastian Link:
Normalizing Property Graphs. 3031-3043 - Chunwei Liu, Anna Pavlenko, Matteo Interlandi, Brandon Haynes:
A Deep Dive into Common Open Formats for Analytical DBMSs. 3044-3056 - Zezhou Huang, Jiaxiang Liu, Daniel Alabi, Raul Castro Fernandez, Eugene Wu:
Saibot: A Differentially Private Data Search Platform. 3057-3070 - Zezhou Huang, Rathijit Sen, Jiaxiang Liu, Eugene Wu:
JoinBoost: Grow Trees Over Normalized Data Using Only SQL. 3071-3084 - Qian Li, Peter Kraft, Michael J. Cafarella, Çagatay Demiralp, Goetz Graefe, Christos Kozyrakis, Michael Stonebraker, Lalith Suresh, Xiangyao Yu, Matei Zaharia:
R3: Record-Replay-Retroaction for Database-Backed Applications. 3085-3097 - Ritesh Sarkhel, Binxuan Huang, Colin Lockard, Prashant Shiralkar:
Self-Training for Label-Efficient Information Extraction from Semi-Structured Web-Pages. 3098-3110 - Jiabao Jin, Peng Cheng, Lei Chen, Xuemin Lin, Wenjie Zhang:
Efficient Non-Learning Similar Subtrajectory Search. 3111-3123 - Xinle Cao, Jian Liu, Yongsheng Shen, Xiaohua Ye, Kui Ren:
Frequency-revealing attacks against Frequency-hiding Order-preserving Encryption. 3124-3136 - Tianyu Zhang, Kaige Liu, Jack Kosaian, Juncheng Yang, Rashmi Vinayak:
Efficient Fault Tolerance for Recommendation Model Training via Erasure Coding. 3137-3150 - Rui Dong, Jie Liu, Yuxuan Zhu, Cong Yan, Barzan Mozafari, Xinyu Wang:
SlabCity: Whole-Query Optimization using Program Synthesis. 3151-3164 - Joseph Howie, Venkatesh Srinivasan, Alex Thomo:
Scaling Up Structural Clustering to Large Probabilistic Graphs Using Lyapunov Central Limit Theorem. 3165-3177 - Lucas Rosenblatt, Bernease Herman, Anastasia Holovenko, Wonkwon Lee, Joshua R. Loftus, Elizabeth McKinnie, Taras Rumezhak, Andrii Stadnik, Bill Howe, Julia Stoyanovich:
Epistemic Parity: Reproducibility as an Evaluation Metric for Differential Privacy. 3178-3191 - Vargha Dadvar, Lukasz Golab, Divesh Srivastava:
POEM: Pattern-Oriented Explanations of Convolutional Neural Networks. 3192-3200 - Dandan Liu, Zhaonian Zou:
gCore: Exploring Cross-layer Cohesiveness in Multi-layer Graphs. 3201-3213 - Yulai Tong, Jiazhen Liu, Hua Wang, Ke Zhou, Rongfeng He, Qin Zhang, Cheng Wang:
Sieve: A Learned Data-Skipping Index for Data Analytics. 3214-3226 - Kanat Tangwongsan, Martin Hirzel, Scott Schneider:
Out-of-Order Sliding-Window Aggregation with Efficient Bulk Evictions and Insertions. 3227-3239 - Siyuan Wu, Leong Hou U, Panagiotis Karras:
k-Best Egalitarian Stable Marriages for Task Assignment. 3240-3252 - Graham Cormode, Igor L. Markov:
Federated Calibration and Evaluation of Binary Classifiers. 3253-3265 - Jonghyeok Park, Soyee Choi, Gihwan Oh, Soojun Im, Moonwook Oh, Sang-Won Lee:
FlashAlloc: Dedicating Flash Blocks By Objects. 3266-3278 - Nima Shahbazi, Nikola Danevski, Fatemeh Nargesian, Abolfazl Asudeh, Divesh Srivastava:
Through the Fairness Lens: Experimental Analysis and Evaluation of Entity Matching. 3279-3292 - Tim Kraska, Tianyu Li, Samuel Madden, Markos Markakis, Amadou Ngom, Ziniu Wu, Geoffrey X. Yu:
Check Out the Big Brain on BRAD: Simplifying Cloud Data Processing with Learned Automated Data Meshes. 3293-3301 - Raul Castro Fernandez, Aaron J. Elmore, Michael J. Franklin, Sanjay Krishnan, Chenhao Tan:
How Large Language Models Will Disrupt Data Management. 3302-3309 - Lucas Woltmann, Jerome Thiessat, Claudio Hartmann, Dirk Habich, Wolfgang Lehner:
FASTgres: Making Learned Query Optimizer Hinting Effective. 3310-3322 - Demian E. Vöhringer, Viktor Leis:
Write-Aware Timestamp Tracking: Effective and Efficient Page Replacement for Modern Hardware. 3323-3334 - Matthew Butrovich, Karthik Ramanathan, John Rollinson, Wan Shen Lim, William Zhang, Justine Sherry, Andrew Pavlo:
Tigger: A Database Proxy That Bounces With User-Bypass. 3335-3348 - Haocheng Xia, Jinfei Liu, Jian Lou, Zhan Qin, Kui Ren, Yang Cao, Li Xiong:
Equitable Data Valuation Meets the Right to Be Forgotten in Model Markets. 3349-3362 - Abdelouahab Khelifati, Mourad Khayati, Anton Dignös, Djellel Eddine Difallah, Philippe Cudré-Mauroux:
TSM-Bench: Benchmarking Time Series Database Systems for Monitoring Applications. 3363-3376 - Mohamed Y. Eltabakh, Mayuresh Kunjir, Ahmed K. Elmagarmid, Mohammad Shahmeer Ahmad:
Cross Modal Data Discovery over Structured and Unstructured Data Lakes. 3377-3390 - Peng Li, Yeye He, Cong Yan, Yue Wang, Surajit Chaudhuri:
Auto-Tables: Synthesizing Multi-Step Transformations to Relationalize Tables without Using Examples. 3391-3403 - Christopher Buss, Jasmin Mousavi, Mikhail Tokarev, Arash Termehchy, David Maier, Stefan Lee:
Effective Entity Augmentation By Querying External Data Sources. 3404-3417 - Emmanouil Sylligardos, Paul Boniol, John Paparrizos, Panos E. Trahanias, Themis Palpanas:
Choose Wisely: An Extensive Evaluation of Model Selection for Anomaly Detection in Time Series. 3418-3432 - Cecilia Aguerrebere, Ishwar Singh Bhati, Mark Hildebrand, Mariano Tepper, Theodore L. Willke:
Similarity search in the blink of an eye with compressed indices. 3433-3446 - Ge Lv, Lei Chen:
On Data-Aware Global Explainability of Graph Neural Networks. 3447-3460 - Michael Jungmair, Jana Giceva:
Declarative Sub-Operators for Universal Data Processing. 3461-3474
Volume 16, Number 12, 2023
- Georgia Koutrika, Jun Yang, Manos Athanassoulis, Kostas Stefanidis, Ju Fan, Abdul Quamar, Yuanyan Tian, Alekh Jindal, Carsten Binnig, Jennie Rogers, Senjuti Basu Roy, Steven Euijong Whang, Matthias Boehm, Aaron J. Elmore, Vasilis Efthymiou, Xiao Hu, Xiaofang Zhou, Alan D. Fekete:
Front Matter. - Jun'ichi Tatemura, Tao Zou, Jagan Sankaranarayanan, Yanlai Huang, Jim Chen, Yupu Zhang, Kevin Lai, Hao Zhang, Gokul Nath Babu Manoharan, Goetz Graefe, Divyakant Agrawal, Brad Adelberg, Shilpa Kolhar, Indrajit Roy:
Progressive Partitioning for Parallelized Query Execution in Google's Napa. 3475-3487 - Alex Depoutovitch, Chong Chen, Per-Åke Larson, Jack Ng, Shu Lin, Guanzhu Xiong, Paul Lee, Emad Boctor, Samiao Ren, Lengdong Wu, Yuchen Zhang, Calvin Sun:
Taurus MM: bringing multi-master to the cloud. 3488-3500 - Yancan Mao, Zhanghao Chen, Yifan Zhang, Meng Wang, Yong Fang, Guanghui Zhang, Rui Shi, Richard T. B. Ma:
StreamOps: Cloud-Native Runtime Management for Streaming Services in ByteDance. 3501-3514 - Christoph Anneser, Nesime Tatbul, David E. Cohen, Zhenggang Xu, Prithviraj Pandian, Nikolay Laptev, Ryan Marcus:
AutoSteer: Learned Query Optimization for Any SQL Database. 3515-3527 - Jianjun Chen, Rui Shi, Heng Chen, Li Zhang, Ruidong Li, Wei Ding, Liya Fan, Hao Wang, Mu Xiong, Yuxiang Chen, Benchao Dong, Kuankuan Guo, Yuanjin Lin, Xiao Liu, Haiyang Shi, Peipei Wang, Zikang Wang, Yemeng Yang, Junda Zhao, Dongyan Zhou, Zhikai Zuo, Yuming Liang:
Krypton: Real-time Serving and Analytical SQL Engine at ByteDance. 3528-3542 - Yuanhang Zou, Zhihao Ding, Jieming Shi, Shuting Guo, Chunchen Su, Yafei Zhang:
EmbedX: A Versatile, Efficient and Scalable Platform to Embed Both Graphs and High-Dimensional Sparse Data. 3543-3556 - Mohit Saxena, Benjamin Sowell, Daiyan Alamgir, Nitin Bahadur, Bijay Bisht, Santosh Chandrachood, Chitti Keswani, G2 Krishnamoorthy, Austin Lee, Bohou Li, Zach Mitchell, Vaibhav Porwal, Maheedhar Reddy Chappidi, Brian Ross, Noritaka Sekiyama, Omer Zaki, Linchi Zhang, Mehul A. Shah:
The Story of AWS Glue. 3557-3569 - Yang Li, Huaijun Jiang, Yu Shen, Yide Fang, Xiaofeng Yang, Danqing Huang, Xinyi Zhang, Wentao Zhang, Ce Zhang, Peng Chen, Bin Cui:
Towards General and Efficient Online Tuning for Spark. 3570-3583 - Jiashu Zhang, Wen Jiang, Bo Tang, Haoxiang Ma, Lixun Cao, Zhongbin Jiang, Yuanyuan Nie, Fan Wang, Lei Zhang, Yuming Liang:
CDSBen: Benchmarking the Performance of Storage Services in Cloud-native Database System at ByteDance. 3584-3596 - Xuanhe Zhou, Cheng Chen, Kunyi Li, Bingsheng He, Mian Lu, Qiaosheng Liu, Wei Huang, Guoliang Li, Zhao Zheng, Yuqiang Chen:
FEBench: A Benchmark for Real-Time Relational Data Feature Extraction. 3597-3609 - Fei Xiao, Yuncheng Wu, Meihui Zhang, Gang Chen, Beng Chin Ooi:
MINT: Detecting Fraudulent Behaviors from Time-series Relational Data. 3610-3623 - Shafi Ahmad, Dillidorai Arumugam, Srdan Bozovic, Elnata Degefa, Sailesh Duvvuri, Steven Gott, Nitish Gupta, Joachim Hammer, Nivedita Kaluskar, Raghav Kaushik, Rakesh Khanduja, Prasad Mujumdar, Gaurav Malhotra, Pankaj Naik, Nikolas Ogg, Krishna Kumar Parthasarthy, Raghu Ramakrishnan, Vlad Rodriguez, Rahul Sharma, Jakub Szymaszek, Andreas Wolter:
Microsoft Purview: A System for Central Governance of Data. 3624-3635 - Liang Lin, Yuhan Li, Bin Wu, Huijun Mai, Renjie Lou, Jian Tan, Feifei Li:
Anser: Adaptive Information Sharing Framework of AnalyticDB. 3636-3648 - Christoph Brücke, Philipp Härtling, Rodrigo Escobar Palacios, Hamesh Patel, Tilmann Rabl:
TPCx-AI - An Industry Standard Benchmark for Artificial Intelligence and Machine Learning Systems. 3649-3661 - Fotis Psallidas, Ashvin Agrawal, Chandru Sugunan, Khaled Ibrahim, Konstantinos Karanasos, Jesús Camacho-Rodríguez, Avrilia Floratou, Carlo Curino, Raghu Ramakrishnan:
OneProvenance: Efficient Extraction of Dynamic Coarse-Grained Provenance From Database Query Event Logs. 3662-3675 - V. Srinivasan, Andrew Gooding, Sunil Sayyaparaju, Thomas Lopatic, Kevin Porter, Ashish Shinde, B. Narendran:
Techniques and Efficiencies from Building a Real-Time DBMS. 3676-3688 - Jiaqi Wang, Tianyi Li, Anni Wang, Xiaoze Liu, Lu Chen, Jie Chen, Jianye Liu, Junyang Wu, Feifei Li, Yunjun Gao:
Real-time Workload Pattern Analysis for Large-scale Cloud Databases. 3689-3701 - Jiang Li, Qi Xie, Yan Ma, Jian Ma, Kunshang Ji, Yizhong Zhang, Chaojun Zhang, Yixiu Chen, Gangsheng Wu, Jie Zhang, Kaidi Yang, Xinyi He, Qiuyang Shen, Yanting Tao, Haiwei Zhao, Penghui Jiao, Chengfei Zhu, David Qian, Cheng Xu:
Big Data Analytic Toolkit: A general-purpose, modular, and heterogeneous acceleration toolkit for data analytical engines. 3702-3714 - Chunhui Shen, Qianyu Ouyang, Feibo Li, Zhipeng Liu, Longcheng Zhu, Yujie Zou, Qing Su, Tianhuan Yu, Yi Yi, Jianhong Hu, Cen Zheng, Bo Wen, Hanbang Zheng, Lunfan Xu, Sicheng Pan, Bin Wu, Xiao He, Ye Li, Jian Tan, Sheng Wang, Dan Pei, Wei Zhang, Feifei Li:
Lindorm TSDB: A Cloud-native Time-series Database for Large-scale Monitoring Systems. 3715-3727 - Zhifeng Yang, Quanqing Xu, Shanyan Gao, Chuanhui Yang, Guoping Wang, Yuzhong Zhao, Fanyu Kong, Hao Liu, Wanhong Wang, Jinliang Xiao:
OceanBase Paetica: A Hybrid Shared-nothing/Shared-everything Database for Supporting Single Machine and Distributed Cluster. 3728-3740 - Yuanyuan Yao, Dimeng Li, Hailiang Jie, Lu Chen, Tianyi Li, Jie Chen, Jiaqi Wang, Feifei Li, Yunjun Gao:
SimpleTS: An Efficient and Universal Model Selection Framework for Time Series Forecasting. 3741-3753 - Xinjun Yang, Yingqiang Zhang, Hao Chen, Chuan Sun, Feifei Li, Wenchao Zhou:
PolarDB-SCC: A Cloud-Native Database Ensuring Low Latency for Strongly Consistent Reads. 3754-3767 - Hiroyuki Yamada, Toshihiro Suzuki, Yuji Ito, Jun Nemoto:
ScalarDB: Universal Transaction Manager for Polystores. 3768-3780 - Xiaonan Nie, Yi Liu, Fangcheng Fu, Jinbao Xue, Dian Jiao, Xupeng Miao, Yangyu Tao, Bin Cui:
Angel-PTM: A Scalable and Economical Large-scale Pre-training System in Tencent. 3781-3794 - Ji-You Li, Jiachi Zhang, Wenchao Zhou, Yuhang Liu, Shuai Zhang, Zhuoming Xue, Ding Xu, Hua Fan, Fangyuan Zhou, Feifei Li:
Eigen: End-to-end Resource Optimization for Large-Scale Databases on the Cloud. 3795-3807 - Zhicheng Pan, Yihang Wang, Yingying Zhang, Sean Bin Yang, Yunyao Cheng, Peng Chen, Chenjuan Guo, Qingsong Wen, Xiduo Tian, Yunliang Dou, Zhiqiang Zhou, Chengcheng Yang, Aoying Zhou, Bin Yang:
MagicScaler: Uncertainty-aware, Predictive Autoscaling. 3808-3821 - Anna Povzner, Prince Mahajan, Jason Gustafson, Jun Rao, Ismael Juma, Feng Min, Shriram Sridharan, Nikhil Bhatia, Gopi K. Attaluri, Adithya Chandra, Stanislav Kozlovski, Rajini Sivaram, Lucas Bradstreet, Bob Barrett, Dhruvil Shah, David Jacot, David Arthur, Manveer Chawla, Ron Dagostino, Colin Mccabe, Manikumar Reddy Obili, Kowshik Prakasam, Jose Garcia Sancio, Vikas Singh, Alok Nikhil, Kamal Gupta:
Kora: A Cloud-Native Event Streaming Platform for Kafka. 3822-3834 - Krishna Kantikiran Pasupuleti, Jiakun Li, Hong Su, Mohamed Ziauddin:
Automatic SQL Error Mitigation in Oracle. 3835-3847 - Yanli Zhao, Andrew Gu, Rohan Varma, Liang Luo, Chien-Chin Huang, Min Xu, Less Wright, Hamid Shojanazeri, Myle Ott, Sam Shleifer, Alban Desmaison, Can Balioglu, Pritam Damania, Bernard Nguyen, Geeta Chauhan, Yuchen Hao, Ajit Mathews, Shen Li:
PyTorch FSDP: Experiences on Scaling Fully Sharded Data Parallel. 3848-3860 - Eamonn J. Keogh:
Time Series Data Mining: A Unifying View. 3861-3863 - Kai Siong Yow, Ningyi Liao, Siqiang Luo, Reynold Cheng:
Machine Learning for Subgraph Extraction: Methods, Applications and Challenges. 3864-3867 - Ishtiyaque Ahmad, Divyakant Agrawal, Amr El Abbadi, Trinabh Gupta:
Private Information Retrieval in Large Scale Public Data Repositories. 3868-3871 - Jian Pei, Raul Castro Fernandez, Xiaohui Yu:
Data and AI Model Markets: Opportunities for Data and Model Sharing, Discovery, and Integration. 3872-3873 - Yannis Foufoulas, Alkis Simitsis:
Efficient Execution of User-Defined Functions in SQL Queries. 3874-3877 - George Katsogiannis-Meimarakis, Mike Xydas, Georgia Koutrika:
Natural Language Interfaces for Databases with Deep Learning. 3878-3881 - Zhengtong Yan, Valter Uotila, Jiaheng Lu:
Join Order Selection with Deep Reinforcement Learning: Fundamentals, Techniques, and Challenges. 3882-3885 - Ioana Manolescu, Madhulika Mohanty:
Full-Power Graph Querying: State of the Art and Challenges. 3886-3889 - Wolfgang Gatterbauer:
A Tutorial on Visual Representations of Relational Queries. 3890-3893 - Alberto Lerner, Carsten Binnig, Philippe Cudré-Mauroux, Rana Hussein, Matthias Jasny, Theo Jepsen, Dan R. K. Ports, Lasse Thostrup, Tobias Ziegler:
Databases on Modern Networks: A Decade of Research that now comes into Practice. 3894-3897 - Zuozhi Wang, Chen Li:
Building a Collaborative Data Analytics System: Opportunities and Challenges. 3898-3901 - Wenjia He, Ibrahim Sabek, Yuze Lou, Michael J. Cafarella:
PAINE Demo: Optimizing Video Selection Queries With Commonsense Knowledge. 3902-3905 - Ziyang Xiao, Dongxiang Zhang, Zepeng Li, Sai Wu, Kian-Lee Tan, Gang Chen:
DoveDB: A Declarative and Low-Latency Video Database. 3906-3909 - Dong June Lew, Kihyun Yoo, Kwang Woo Nam:
DeepVQL: Deep Video Queries on PostgreSQL. 3910-3913 - Xiu Tang, Sai Wu, Dongxiang Zhang, Ziyue Wang, Gongsheng Yuan, Gang Chen:
A Demonstration of DLBD: Database Logic Bug Detection System. 3914-3917 - Wangze Ni, Pengze Chen, Lei Chen:
PSFQ: A Blockchain-based Privacy-preserving and Verifiable Student Feedback Questionnaire Platform. 3918-3921 - Christoph Anneser, Mario Petruccelli, Nesime Tatbul, David E. Cohen, Zhenggang Xu, Prithviraj Pandian, Nikolay Laptev, Ryan Marcus, Alfons Kemper:
QO-Insight: Inspecting Steered Query Optimizers. 3922-3925 - Zhihong Shen, Chuan Hu, Zihao Zhao:
Lynx: A Graph Query Framework for Multiple Heterogeneous Data Sources. 3926-3929 - Aljoscha P. Lepping, Hoang Mi Pham, Laura Mons, Balint Rueb, Philipp M. Grulich, Ankit Chaudhary, Steffen Zeuch, Volker Markl:
Showcasing Data Management Challenges for Future IoT Applications with NebulaStream. 3930-3933 - Zilong Wang, Qixiong Zeng, Ning Wang, Haowen Lu, Yue Zhang:
CEDA: Learned Cardinality Estimation with Domain Adaptation. 3934-3937 - Ramon Antonio Rodriges Zalipynis:
FastMosaic in Action: A New Mosaic Operator for Array DBMSs. 3938-3941 - Zhuo Ma, Yilong Yang, Bin Xiao, Yang Liu, Xinjing Liu, Zhuoran Ma, Tong Yang:
Sniffer: A Novel Model Type Detection System against Machine-Learning-as-a-Service Platforms. 3942-3945 - Xiang Wang, Xin Wang, Zhaozhuo Li, Dong Han:
KGNav: A Knowledge Graph Navigational Visual Query System. 3946-3949 - Ju Hyoung Mun, Konstantinos Karatsenidis, Tarikul Islam Papon, Shahin Roozkhosh, Denis Hoornaert, Ulrich Drepper, Ahmed Sanaullah, Renato Mancuso, Manos Athanassoulis:
On-the-fly Data Transformation in Action. 3950-3953 - Dalsu Choi, Hyunsik Yoon, Hyubjin Lee, Yon Dohn Chung:
Demonstrating Waffle: A Self-driving Grid Index. 3954-3957 - Niels Bylois, Frank Neven, Stijn Vansummeren:
CM-Explorer: Dissecting Data Ingestion Problems. 3958-3961 - Tingyu Wang, Yuchao Tao, Amir Gilad, Ashwin Machanavajjhala, Sudeepa Roy:
Explaining Differentially Private Query Results With DPXPlain. 3962-3965 - Fei Xiao, Jiong Xie, Zhida Chen, Feifei Li, Zhen Chen, Jianwei Liu, Yinpei Liu:
Ganos Aero: A Cloud-Native System for Big Raster Data Management and Processing. 3966-3969 - Mahdi Ghorbani, Amir Shaikhha:
Demonstration of OpenDBML, a Framework for Democratizing In-Database Machine Learning. 3970-3973 - Hussein Abdallah, Waleed Afandi, Essam Mansour:
Demonstration of SPARQLML: An Interfacing Language for Supporting Graph Machine Learning for RDF Graphs. 3974-3977 - Enhao Zhang, Maureen Daum, Dong He, Manasi Ganti, Brandon Haynes, Ranjay Krishna, Magdalena Balazinska:
EQUI-VOCAL Demonstration: Synthesizing Video Queries from User Interactions. 3978-3981 - Yuanhui Qiu, Chenguang Fang, Shaoxu Song, Xiangdong Huang, Chen Wang, Jianmin Wang:
TsQuality: Measuring Time Series Data Quality in Apache IoTDB. 3982-3985 - Congying Wang, Nithin Sastry Tellapuri, Sphoorthi Keshannagari, Dylan Zinsley, Zhuoyue Zhao, Dong Xie:
Approximate Queries over Concurrent Updates. 3986-3989 - Kristin Fritsch, Stefanie Scherzinger:
Solving Hard Variants of Database Schema Matching on Quantum Computers. 3990-3993 - Angela Bonifati, Francesco Del Buono, Francesco Guerra, Miki Lombardi, Donato Tiano:
Interpretable Clustering of Multivariate Time Series with Time2Feat. 3994-3997 - Chaozu Zhang, Qiaomu Shen, Bo Tang:
DHive: Query Execution Performance Analysis via Dataflow in Apache Hive. 3998-4001 - Stefan Grafberger, Shubha Guha, Paul Groth, Sebastian Schelter:
MLWHATIF: What If You Could Stop Re-Implementing Your Machine Learning Pipeline Analyses Over and Over? 4002-4005 - Yuchen Peng, Ke Chen, Lidan Shou, Dawei Jiang, Gang Chen:
AQUA: Automatic Collaborative Query Processing in Analytical Database. 4006-4009 - Kai Huang, Houdong Liang, Chongchong Yao, Xi Zhao, Yue Cui, Yao Tian, Ruiyuan Zhang, Xiaofang Zhou:
VisualNeo: Bridging the Gap between Visual Query Interfaces and Graph Query Engines. 4010-4013 - Luigi Bellomarini, Marco Benedetti, Andrea Gentili, Davide Magnanimi, Emanuel Sallinger:
KG-Roar: Interactive Datalog-based Reasoning on Virtual Knowledge Graphs. 4014-4017 - Nico Schäfer, Damjan Gjurovski, Angjela Davitkova, Sebastian Michel:
To UDFs and Beyond: Demonstration of a Fully Decomposed Data Processor for General Data Wrangling Tasks. 4018-4021 - Yushi Liu, Liwei Yuan, Zhihao Chen, Yekai Yu, Zhao Zhang, Cheqing Jin, Ying Yan:
ChainDash: An Ad-Hoc Blockchain Data Analytics System. 4022-4025 - Luca Zecchini, Giovanni Simonini, Sonia Bergamaschi, Felix Naumann:
BrewER: Entity Resolution On-Demand. 4026-4029 - Fanchao Chen, Dixin Tang, Haotian Li, Aditya G. Parameswaran:
Visualizing Spreadsheet Formula Graphs Compactly. 4030-4033 - Daniel ten Wolde, Gábor Szárnyas, Peter A. Boncz:
DuckPGQ: Bringing SQL/PGQ to DuckDB. 4034-4037 - Qiushi Bai, Sadeem Alsudais, Chen Li:
Demo of QueryBooster: Supporting Middleware-based SQL Query Rewriting as a Service. 4038-4041 - Weiyuan Wu, Pei Wang, Yi Xie, Yejia Liu, George Chow, Jiannan Wang:
Web Connector: A Unified API Wrapper to Simplify Web Data Collection. 4042-4045 - Dawei Gao, Daoyuan Chen, Zitao Li, Yuexiang Xie, Xuchen Pan, Yaliang Li, Bolin Ding, Jingren Zhou:
FS-Real: A Real-World Cross-Device Federated Learning Platform. 4046-4049 - Xintong Song, Yusen Zhu, Jianfei Wu, Bai Liu, Hongkang Wei:
ADOps: An Anomaly Detection Pipeline in Structured Logs. 4050-4053 - Jonas Spenger, Chengyang Huang, Philipp Haller, Paris Carbone:
Portals: A Showcase of Multi-Dataflow Stateful Serverless. 4054-4057 - Mukul Singh, José Pablo Cambronero Sánchez, Sumit Gulwani, Vu Le, Carina Negreanu, Gust Verbruggen:
CORNET: Learning Spreadsheet Formatting Rules By Example. 4058-4061 - Chen Qian, Shiwei Liang, Zhaoyang Wang, Yin Lou:
Fanglue: An Interactive System for Decision Rule Crafting. 4062-4065 - John Paparrizos, Sai Prasanna Teja Reddy:
Odyssey: An Engine Enabling The Time-Series Clustering Journey. 4066-4069 - Jinyang Li, Alon Silberstein, Yuval Moskovitch, Julia Stoyanovich, H. V. Jagadish:
ERICA: Query Refinement for Diversity Constraint Satisfaction. 4070-4073 - Zui Chen, Lei Cao, Sam Madden:
Lingua Manga: A Generic Large Language Model Centric System for Data Curation. 4074-4077 - Haralampos Gavriilidis, Leonhard Rose, Joel Ziegler, Kaustubh Beedkar, Jorge-Arnulfo Quiané-Ruiz, Volker Markl:
XDB in Action: Decentralized Cross-Database Query Processing for Black-Box DBMSes. 4078-4081 - Gaurav Tarlok Kakkar, Aryan Rajoria, Myna Prasanna Kalluraya, Ashmita Raju, Jiashen Cao, Kexin Rong, Joy Arulraj:
Interactive Demonstration of EVA. 4082-4085 - Xiling Li, Gefei Tan, Xiao Wang, Jennie Rogers, Soamar Homsi:
RESCU-SQL: Oblivious Querying for the Zero Trust Cloud. 4086-4089 - Ibrahim Abdelaziz, Julian Dolby, Udayan Khurana, Horst Samulowitz, Kavitha Srinivas:
DataRinse: Semantic Transforms for Data preparation based on Code Mining. 4090-4093 - Junxiong Wang, Mitchell Gray, Immanuel Trummer, Ahmet Kara, Dan Olteanu:
Demonstrating ADOPT: Adaptively Optimizing Attribute Orders for Worst-Case Optimal Joins via Reinforcement Learning. 4094-4097 - Immanuel Trummer:
Demonstrating GPT-DB: Generating Query-Specific and Customizable Code for SQL Processing with GPT-4. 4098-4101 - Vicente Nejar de Almeida, Eduardo Ribeiro, Nassim Bouarour, João Luiz Dihl Comba, Sihem Amer-Yahia:
SHEVA: A Visual Analytics System for Statistical Hypothesis Exploration. 4102-4105 - Shi Qiao, Alekh Jindal:
PikePlace: Generating Intelligence for Marketplace Datasets. 4106-4109 - Xuanhe Zhou, Guoliang Li, Jianming Wu, Jiesi Liu, Zhaoyan Sun, Xinning Zhang:
A Learned Query Rewrite System. 4110-4113 - Alon Y. Halevy, Yejin Choi, Avrilia Floratou, Michael J. Franklin, Natasha F. Noy, Haixun Wang:
Will LLMs reshape, supercharge, or kill data science? 4114-4115 - Alvin Cheung, Maaz Bin Safeer Ahmad, Brandon Haynes, Chanwut Kittivorawong, Shadaj Laddad, Xiaoxuan Liu, Chenglong Wang, Cong Yan:
Towards Auto-Generated Data Systems. 4116-4129 - Xin Luna Dong:
Generations of Knowledge Graphs: The Crazy Ideas and the Business Impact. 4130-4137 - Joseph E. Gonzalez, Yucheng Low:
The Story of GraphLab - From Scaling Machine Learning to Shaping Graph Systems Research. 4138 - Yejin Choi:
Common Sense: the Dark Matter of Language and Intelligence. 4139 - Feifei Li:
Modernization of Databases in the Cloud Era: Building Databases that Run Like Legos. 4140-4151 - Natasa Milic-Frayling:
On the Cusp: Computing Thrills and Perils and Professional Awakening. 4152-4159
Volume 16, Number 13, 2023
- Georgia Koutrika, Jun Yang:
Front Matter. - Lina Qiu, Georgios Kellaris, Nikos Mamoulis, Kobbi Nissim, George Kollios:
Doquet: Differentially Oblivious Range and Join Queries with Private Data Structures. 4160-4173 - Monica Chiosa, Thomas B. Preußer, Michaela Blott, Gustavo Alonso:
AMNES: Accelerating the computation of data correlation using FPGAs. 4174-4187 - Maureen Daum, Enhao Zhang, Dong He, Stephen Mussmann, Brandon Haynes, Ranjay Krishna, Magdalena Balazinska:
VOCALExplore: Pay-as-You-Go Video Data Exploration and Model Building. 4188-4201 - Pankaj Arora, Surajit Chaudhuri, Sudipto Das, Junfeng Dong, Cyril George, Ajay Kalhan, Arnd Christian König, Willis Lang, Changsong Li, Feng Li, Jiaqi Liu, Lukas M. Maas, Akshay Mata, Ishai Menache, Justin Moeller, Vivek R. Narasayya, Matthaios Olma, Morgan Oslake, Elnaz Rezai, Yi Shan, Manoj Syamala, Shize Xu, Vasileios Zois:
Flexible Resource Allocation for Relational Database-as-a-Service. 4202-4215 - Rong Gu, Han Li, Haipeng Dai, Wenjie Huang, Jie Xue, Meng Li, Jiaqi Zheng, Haoran Cai, Yihua Huang, Guihai Chen:
ShadowAQP: Efficient Approximate Group-by and Join Query via Attribute-oriented Sample Size Allocation and Data Generation. 4216-4229 - Rui Liu, Kwanghyun Park, Fotis Psallidas, Xiaoyong Zhu, Jinghui Mo, Rathijit Sen, Matteo Interlandi, Konstantinos Karanasos, Yuanyuan Tian, Jesús Camacho-Rodríguez:
Optimizing Data Pipelines for Machine Learning in Feature Stores. 4230-4239 - Renzo Angles, Georg Gottlob, Aleksandar Pavlovic, Reinhard Pichler, Emanuel Sallinger:
SparqLog: A System for Efficient Evaluation of SPARQL 1.1 Queries via Datalog. 4240-4253 - Arnd Christian König, Yi Shan, Karan Newatia, Luke Marshall, Vivek R. Narasayya:
Solver-In-The-Loop Cluster Resource Management for Database-as-a-Service. 4254-4267 - Justus Henneberg, Felix Schuhknecht:
RTIndeX: Exploiting Hardware-Accelerated GPU Raytracing for Database Indexing. 4268-4281 - Jinqing Lian, Xinyi Zhang, Yingxia Shao, Zenglin Pu, Qingfeng Xiang, Yawen Li, Bin Cui:
ContTune: Continuous Tuning by Conservative Bayesian Optimization for Distributed Stream Data Processing Systems. 4282-4295 - Dimitrios Melissourgos, Haibo Wang, Shigang Chen, Chaoyi Ma, Shiping Chen:
Single Update Sketch with Variable Counter Structure. 4296-4309 - Immanuel Trummer:
Can Large Language Models Predict Data Correlations from Column Names? 4310-4323 - Javad Ghareh Chamani, Ioannis Demertzis, Dimitrios Papadopoulos, Charalampos Papamanthou, Rasool Jalili:
GraphOS: Towards Oblivious Graph Processing. 4324-4338 - Kefei Wang, Feng Chen:
Catalyst: Optimizing Cache Management for Large In-memory Key-value Systems. 4339-4352
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