Performant almost-latch-free data structures using epoch protection in more depth Tianyu LiBadrish ChandramouliSamuel Madden Special Issue Paper Open access 17 June 2024
Parallelization of butterfly counting on hierarchical memory Zhibin WangLongbin LaiSheng Zhong Regular Paper 07 June 2024
A survey on hybrid transactional and analytical processing Haoze SongWenchao ZhouFeifei Li Regular Paper Open access 04 June 2024
Reliability evaluation of individual predictions: a data-centric approach Nima ShahbaziAbolfazl Asudeh Special Issue Paper 30 May 2024
Efficient cryptanalysis of an encrypted database supporting data interoperability Gongyu ShiGeng WangDawu Gu Regular Paper 23 May 2024
Efficient algorithms for reachability and path queries on temporal bipartite graphs Kai WangMinghao CaiYing Zhang Regular Paper 23 May 2024
Discovering approximate implicit domain orders through order dependencies Reza KaregarMelicaalsadat MirsafianJaroslaw Szlichta Regular Paper 21 May 2024
Similarity-driven and task-driven models for diversity of opinion in crowdsourcing markets Chen Jason ZhangYunrui LiuFei Hao Regular Paper 17 May 2024
Efficient and effective algorithms for densest subgraph discovery and maintenance Yichen XuChenhao MaZhifeng Bao Regular Paper 08 May 2024
Lero: applying learning-to-rank in query optimizer Xingguang ChenRong ZhuJingren Zhou Regular Paper 25 April 2024
Hyper-distance oracles in hypergraphs Giulia PretiGianmarco De Francisci MoralesFrancesco Bonchi Regular Paper 19 April 2024
Special issue on “Machine learning and databases” Matthias BoehmNesime Tatbul Editorial 17 April 2024
Data distribution tailoring revisited: cost-efficient integration of representative data Jiwon ChangBohan CuiH. V. Jagadish Regular Paper 12 April 2024
Stochastic gradient descent without full data shuffle: with applications to in-database machine learning and deep learning systems Lijie XuShuang QiuCe Zhang Regular Paper Open access 12 April 2024
Hilogx: noise-aware log-based anomaly detection with human feedback Tong JiaYing LiGang Huang Regular Paper 28 March 2024 Pages: 883 - 900
MM-DIRECT Arlino MagalhaesAngelo BraynerJose Maria Monteiro Regular Paper 27 March 2024 Pages: 859 - 882
How good are machine learning clouds? Benchmarking two snapshots over 5 years Jiawei JiangYi WeiCe Zhang Regular Paper 15 March 2024 Pages: 833 - 857
Refiner: a reliable and efficient incentive-driven federated learning system powered by blockchain Hong LinKe ChenGang Chen Regular Paper 28 February 2024 Pages: 807 - 831
Ingress: an automated incremental graph processing system Shufeng GongChao TianJingren Zhou Regular Paper 20 February 2024 Pages: 781 - 806
Speech-to-SQL: toward speech-driven SQL query generation from natural language question Yuanfeng SongRaymond Chi-Wing WongXuefang Zhao Special Issue Paper 16 February 2024
A new distributional treatment for time series anomaly detection Kai Ming TingZongyou LiuYe Zhu Regular Paper 15 February 2024 Pages: 753 - 780
A learning-based framework for spatial join processing: estimation, optimization and tuning Tin VuAlberto BelussiAhmed Eldawy Special Issue Paper Open access 13 February 2024
Assisted design of data science pipelines Sergey RedyukZoi KaoudiVolker Markl Special Issue Paper Open access 13 February 2024
Time series data encoding in Apache IoTDB: comparative analysis and recommendation Tianrui XiaJinzhao XiaoJianmin Wang Regular Paper 12 February 2024 Pages: 727 - 752
Identifying similar-bicliques in bipartite graphs Kai YaoLijun ChangJeffrey Xu Yu Regular Paper Open access 25 January 2024 Pages: 703 - 726
Sub-trajectory clustering with deep reinforcement learning Anqi LiangBin YaoFeifei Li Regular Paper 25 January 2024 Pages: 685 - 702
Towards flexibility and robustness of LSM trees Andy HuynhHarshal A. ChaudhariManos Athanassoulis Special Issue Paper Open access 11 January 2024
Scalable decoupling graph neural network with feature-oriented optimization Ningyi LiaoDingheng MoPengcheng Yin Regular Paper 27 December 2023 Pages: 667 - 683
DB-BERT: making database tuning tools “read” the manual Immanuel Trummer Special Issue Paper Open access 27 December 2023
Hypergraph motifs and their extensions beyond binary Geon LeeSeokbum YoonKijung Shin Regular Paper 26 December 2023 Pages: 625 - 665
HPCache: memory-efficient OLAP through proportional caching revisited Hamish NicholsonPeriklis ChrysogelosAnastasia Ailamaki Special Issue Paper Open access 22 December 2023
A new window Clause for SQL++ James FangDmitry LychaginVassilis J. Tsotras Regular Paper Open access 19 December 2023 Pages: 595 - 623
Label-constrained shortest path query processing on road networks Junhua ZhangLong YuanWenjie Zhang Regular Paper 16 December 2023 Pages: 569 - 593
RCBench: an RDMA-enabled transaction framework for analyzing concurrency control algorithms Hongyao ZhaoJingyao LiAnqun Pan Regular Paper 14 December 2023 Pages: 543 - 567
Morphtree: a polymorphic main-memory learned index for dynamic workloads Yongping LuoPeiquan JinPeng Zou Special Issue Paper 01 December 2023
A multi-facet analysis of BERT-based entity matching models Matteo PaganelliDonato TianoFrancesco Guerra Special Issue Paper 29 November 2023
Givens rotations for QR decomposition, SVD and PCA over database joins Dan OlteanuNils VortmeierƉorđe Živanović Special Issue Paper Open access 23 November 2023
A survey on the evolution of stream processing systems Marios FragkoulisParis CarboneAsterios Katsifodimos Regular Paper Open access 22 November 2023 Pages: 507 - 541
Alfa: active learning for graph neural network-based semantic schema alignment Venkata Vamsikrishna MeduriAbdul QuamarBerthold Reinwald Special Issue Paper 21 November 2023
AutoML in heavily constrained applications Felix NeutatzMarius LindauerZiawasch Abedjan Special Issue Paper Open access 17 November 2023
Efficient and robust active learning methods for interactive database exploration Enhui HuangYanlei DiaoLuciano Di Palma Special Issue Paper 16 November 2023
F-IVM: analytics over relational databases under updates Ahmet KaraMilos NikolicHaozhe Zhang Special issue Paper Open access 14 November 2023
Efficient detection of multivariate correlations with different correlation measures Jens E. d’HondtKoen MinartzOdysseas Papapetrou Regular Paper Open access 11 October 2023 Pages: 481 - 505
A survey on transactional stream processing Shuhao ZhangJuan SotoVolker Markl Regular Paper Open access 27 September 2023 Pages: 451 - 479
A systematic evaluation of machine learning on serverless infrastructure Jiawei JiangShaoduo GanCe Zhang Regular Paper 20 September 2023 Pages: 425 - 449
Eris: efficiently measuring discord in multidimensional sources Alberto AbellóJames Cheney Regular Paper Open access 20 September 2023 Pages: 399 - 423
A quantitative evaluation of persistent memory hash indexes Zhiwen ChenDaokun HuHao Chen Regular Paper 09 September 2023 Pages: 375 - 397
Optimizing RPQs over a compact graph representation Diego ArroyueloAdrián Gómez-BrandónJaviel Rojas-Ledesma Regular Paper 07 September 2023 Pages: 349 - 374
Cardinality estimation using normalizing flow Jiayi WangChengliang ChaiGuoliang Li Regular Paper 29 August 2023 Pages: 323 - 348