Articles

1. Lero: applying learning-to-rank in query optimizer

   • Xingguang Chen
   • Rong Zhu
   • Jingren Zhou

   Regular Paper 25 April 2024

   

2. Hyper-distance oracles in hypergraphs

   • Giulia Preti
   • Gianmarco De Francisci Morales
   • Francesco Bonchi

   Regular Paper 19 April 2024

   

3. Special issue on “Machine learning and databases”

   • Matthias Boehm
   • Nesime Tatbul

   Editorial 17 April 2024

4. Data distribution tailoring revisited: cost-efficient integration of representative data

   • Jiwon Chang
   • Bohan Cui
   • H. V. Jagadish

   Regular Paper 12 April 2024

   

5. Stochastic gradient descent without full data shuffle: with applications to in-database machine learning and deep learning systems

   • Lijie Xu
   • Shuang Qiu
   • Ce Zhang

   Regular Paper Open access 12 April 2024

   

6. Hilogx: noise-aware log-based anomaly detection with human feedback

   • Tong Jia
   • Ying Li
   • Gang Huang

   Regular Paper 28 March 2024 Pages: 883 - 900

   

7. MM-DIRECT

   • Arlino Magalhaes
   • Angelo Brayner
   • Jose Maria Monteiro

   Regular Paper 27 March 2024 Pages: 859 - 882

   

8. How good are machine learning clouds? Benchmarking two snapshots over 5 years

   • Jiawei Jiang
   • Yi Wei
   • Ce Zhang

   Regular Paper 15 March 2024 Pages: 833 - 857

   

9. Refiner: a reliable and efficient incentive-driven federated learning system powered by blockchain

   • Hong Lin
   • Ke Chen
   • Gang Chen

   Regular Paper 28 February 2024 Pages: 807 - 831

   

10. Special issue: modern hardware

    • Norman May
    • Spyros Blanas
    • Danica Porobic

    Editorial 22 February 2024

11. Ingress: an automated incremental graph processing system

    • Shufeng Gong
    • Chao Tian
    • Jingren Zhou

    Regular Paper 20 February 2024 Pages: 781 - 806

    

12. Speech-to-SQL: toward speech-driven SQL query generation from natural language question

    • Yuanfeng Song
    • Raymond Chi-Wing Wong
    • Xuefang Zhao

    Special Issue Paper 16 February 2024

    

13. A new distributional treatment for time series anomaly detection

    • Kai Ming Ting
    • Zongyou Liu
    • Ye Zhu

    Regular Paper 15 February 2024 Pages: 753 - 780

    

14. A learning-based framework for spatial join processing: estimation, optimization and tuning

    • Tin Vu
    • Alberto Belussi
    • Ahmed Eldawy

    Special Issue Paper Open access 13 February 2024

    

15. Assisted design of data science pipelines

    • Sergey Redyuk
    • Zoi Kaoudi
    • Volker Markl

    Special Issue Paper Open access 13 February 2024

    

16. Time series data encoding in Apache IoTDB: comparative analysis and recommendation

    • Tianrui Xia
    • Jinzhao Xiao
    • Jianmin Wang

    Regular Paper 12 February 2024 Pages: 727 - 752

    

17. Identifying similar-bicliques in bipartite graphs

    • Kai Yao
    • Lijun Chang
    • Jeffrey Xu Yu

    Regular Paper Open access 25 January 2024 Pages: 703 - 726

    

18. Sub-trajectory clustering with deep reinforcement learning

    • Anqi Liang
    • Bin Yao
    • Feifei Li

    Regular Paper 25 January 2024 Pages: 685 - 702

    

19. Towards flexibility and robustness of LSM trees

    • Andy Huynh
    • Harshal A. Chaudhari
    • Manos Athanassoulis

    Special Issue Paper Open access 11 January 2024

    

20. Scalable decoupling graph neural network with feature-oriented optimization

    • Ningyi Liao
    • Dingheng Mo
    • Pengcheng Yin

    Regular Paper 27 December 2023 Pages: 667 - 683

    

21. DB-BERT: making database tuning tools “read” the manual

    • Immanuel Trummer

    Special Issue Paper Open access 27 December 2023

    

22. Hypergraph motifs and their extensions beyond binary

    • Geon Lee
    • Seokbum Yoon
    • Kijung Shin

    Regular Paper 26 December 2023 Pages: 625 - 665

    

23. HPCache: memory-efficient OLAP through proportional caching revisited

    • Hamish Nicholson
    • Periklis Chrysogelos
    • Anastasia Ailamaki

    Special Issue Paper Open access 22 December 2023

    

24. A new window Clause for SQL++

    • James Fang
    • Dmitry Lychagin
    • Vassilis J. Tsotras

    Regular Paper Open access 19 December 2023 Pages: 595 - 623

    

25. Label-constrained shortest path query processing on road networks

    • Junhua Zhang
    • Long Yuan
    • Wenjie Zhang

    Regular Paper 16 December 2023 Pages: 569 - 593

    

26. RCBench: an RDMA-enabled transaction framework for analyzing concurrency control algorithms

    • Hongyao Zhao
    • Jingyao Li
    • Anqun Pan

    Regular Paper 14 December 2023 Pages: 543 - 567

    

27. Morphtree: a polymorphic main-memory learned index for dynamic workloads

    • Yongping Luo
    • Peiquan Jin
    • Peng Zou

    Special Issue Paper 01 December 2023

    

28. A multi-facet analysis of BERT-based entity matching models

    • Matteo Paganelli
    • Donato Tiano
    • Francesco Guerra

    Special Issue Paper 29 November 2023

    

29. Givens rotations for QR decomposition, SVD and PCA over database joins

    • Dan Olteanu
    • Nils Vortmeier
    • Ɖorđe Živanović

    Special Issue Paper Open access 23 November 2023

    

30. A survey on the evolution of stream processing systems

    • Marios Fragkoulis
    • Paris Carbone
    • Asterios Katsifodimos

    Regular Paper Open access 22 November 2023 Pages: 507 - 541

    

31. Alfa: active learning for graph neural network-based semantic schema alignment

    • Venkata Vamsikrishna Meduri
    • Abdul Quamar
    • Berthold Reinwald

    Special Issue Paper 21 November 2023

    

32. AutoML in heavily constrained applications

    • Felix Neutatz
    • Marius Lindauer
    • Ziawasch Abedjan

    Special Issue Paper Open access 17 November 2023

    

33. Efficient and robust active learning methods for interactive database exploration

    • Enhui Huang
    • Yanlei Diao
    • Luciano Di Palma

    Special Issue Paper 16 November 2023

    

34. F-IVM: analytics over relational databases under updates

    • Ahmet Kara
    • Milos Nikolic
    • Haozhe Zhang

    Special issue Paper Open access 14 November 2023

    

35. Efficient detection of multivariate correlations with different correlation measures

    • Jens E. d’Hondt
    • Koen Minartz
    • Odysseas Papapetrou

    Regular Paper Open access 11 October 2023 Pages: 481 - 505

    

36. A survey on transactional stream processing

    • Shuhao Zhang
    • Juan Soto
    • Volker Markl

    Regular Paper Open access 27 September 2023 Pages: 451 - 479

    

37. A systematic evaluation of machine learning on serverless infrastructure

    • Jiawei Jiang
    • Shaoduo Gan
    • Ce Zhang

    Regular Paper 20 September 2023 Pages: 425 - 449

    

38. Eris: efficiently measuring discord in multidimensional sources

    • Alberto Abelló
    • James Cheney

    Regular Paper Open access 20 September 2023 Pages: 399 - 423

    

39. A quantitative evaluation of persistent memory hash indexes

    • Zhiwen Chen
    • Daokun Hu
    • Hao Chen

    Regular Paper 09 September 2023 Pages: 375 - 397

    

40. Optimizing RPQs over a compact graph representation

    • Diego Arroyuelo
    • Adrián Gómez-Brandón
    • Javiel Rojas-Ledesma

    Regular Paper 07 September 2023 Pages: 349 - 374

    

41. Cardinality estimation using normalizing flow

    • Jiayi Wang
    • Chengliang Chai
    • Guoliang Li

    Regular Paper 29 August 2023 Pages: 323 - 348

    

42. xDBTagger: explainable natural language interface to databases using keyword mappings and schema graph

    • Arif Usta
    • Akifhan Karakayali
    • Özgür Ulusoy

    Regular Paper 23 August 2023 Pages: 301 - 321

    

43. MinJoin++: a fast algorithm for string similarity joins under edit distance

    • Nikolai Karpov
    • Haoyu Zhang
    • Qin Zhang

    Regular Paper 21 August 2023 Pages: 281 - 299

    

44. Tabular data synthesis with generative adversarial networks: design space and optimizations

    • Tongyu Liu
    • Ju Fan
    • Xiaoyong Du

    Regular Paper 15 August 2023 Pages: 255 - 280

    

45. Quantifying the competitiveness of a dataset in relation to general preferences

    • Kyriakos Mouratidis
    • Keming Li
    • Bo Tang

    Regular Paper 08 August 2023 Pages: 231 - 250

    

46. Accelerating directed densest subgraph queries with software and hardware approaches

    • Chenhao Ma
    • Yixiang Fang
    • Xiaodong Li

    Regular Paper 31 July 2023 Pages: 207 - 230

    

47. Supporting secure dynamic alert zones using searchable encryption and graph embedding

    • Sina Shaham
    • Gabriel Ghinita
    • Cyrus Shahabi

    Regular Paper Open access 18 July 2023 Pages: 185 - 206

    

48. Correction to: TurboLift: fast accuracy lifting for historical data recovery

    • Fan Yang
    • Faisal M. Almutairi
    • Vladimir Zadorozhny

    Correction 07 July 2023 Pages: 253 - 253

49. Coalition-based task assignment with priority-aware fairness in spatial crowdsourcing

    • Yan Zhao
    • Kai Zheng
    • Xiaofang Zhou

    Regular Paper Open access 07 July 2023 Pages: 163 - 184

    

50. Anytime bottom-up rule learning for large-scale knowledge graph completion

    • Christian Meilicke
    • Melisachew Wudage Chekol
    • Heiner Stuckeschmidt

    Regular Paper Open access 16 June 2023 Pages: 131 - 161