Unified DataBase Management System research group / Jiaheng Lu

Organization profile

Organisation Profile

As more businesses realized that data, in all forms and sizes, is critical to making the best possible decisions, we see the continued growth of systems that support massive volume of non-relational or unstructured forms of data. The research focus of UDBMS group is to develop a novel unified database management system to manage both well-structured data and NoSQL data. Our approach will reduce integration issues, simplify operations, and eliminate migration issues between relational and NoSQL data

International and National Collaboration Publications and projects within past five years.

Publications

  • 20 Conference contribution
  • 16 Article
  • 2 Poster
  • 1 Other conference material

A Survey on Automatic Parameter Tuning for Big Data Processing Systems

Herodotou, H., Chen, Y. & Lu, J., Apr 2020, In : ACM Computing Surveys. 53, 2, p. 1-37 37 p., 43.

Research output: Contribution to journalArticleScientificpeer-review

Open Access
File

Multiple Set Matching with Bloom Matrix and Bloom Vector

Concas, F., Xu, P., Hoque, M. A., Lu, J. & Tarkoma, S., Feb 2020, In : ACM Transactions on Knowledge Discovery from Data. 14, 2, 21 p.

Research output: Contribution to journalArticleScientificpeer-review

Selectivity Estimation for Relation-Tree Joins

Zhang, C. & Lu, J., 9 May 2020, (Accepted/In press) 32nd International Conference on Scientific and Statistical Database Management.

Research output: Chapter in Book/Report/Conference proceedingConference contributionScientificpeer-review

Cost-effective Resource Provisioning for Spark Workloads

Chen, Y., Lu, J., Chen, C., Hoque, M. A. & Tarkoma, S., 3 Nov 2019, CIKM '19 : Proceedings of the 28th ACM International Conference on Information and Knowledge Management . New York, NY: ACM, p. 2477-2480 4 p.

Research output: Chapter in Book/Report/Conference proceedingConference contributionScientificpeer-review

Open Access
File

d-Simplexed: Adaptive Delaunay Triangulation for Performance Modeling and Prediction on Big Data Analytics

Chen, Y., Goetsch, P., Hoque, M. A., Lu, J. & Tarkoma, S., 21 Oct 2019, (Accepted/In press) In : IEEE Transactions on Big Data.

Research output: Contribution to journalArticleScientificpeer-review

Open Access
File

Activities

  • 8 Organisation and participation in conferences, workshops, courses, seminars
  • 6 Membership or other role in review committee
  • 1 Peer review of manuscripts
  • 1 Membership or other role in national/international committee, council, board

2020 ACM SIGMOD/PODS International Conference on Management of Data

Chao Zhang (Attendee)
14 Jun 202019 Jun 2020

Activity: Participating in or organising an event typesOrganisation and participation in conferences, workshops, courses, seminars

The 45th International Conference on Very Large Data Base 2019

Yuxing Chen (Speaker: Presenter), Pengfei Xu (Speaker: Presenter), Valter Johan Edvard Uotila (Attendee)
24 Aug 201930 Aug 2019

Activity: Participating in or organising an event typesOrganisation and participation in conferences, workshops, courses, seminars

46th International Conference on Very Large Data Bases - VLDB2020 (Event)

Jiaheng Lu (Member)
Mar 2019Mar 2020

Activity: Membership typesMembership or other role in national/international committee, council, board

The Annual Symposium of Computer Science in Finland

Chao Zhang (Attendee)
4 Jun 20185 Jun 2018

Activity: Participating in or organising an event typesOrganisation and participation in conferences, workshops, courses, seminars

35th IEEE International Conference on Data Engineering (ICDE 2019) (Event)

Jiaheng Lu (Board member)
1 Jul 201831 Dec 2018

Activity: Membership typesMembership or other role in review committee