Talks on Factorised Databases

These are invited talks and tutorials given by the members of the FDB project.

Overviews and lectures
  • Factorised Databases: 26-Minute Overview
    • Fellow Short Talks Series, The Alan Turing Institute, London, November 2017. [slides, video]
  • From Joins to Aggregates and Optimization Problems: One idea to rule them all and at their core factorize them!
    • PhD Open lectures (6h lectures + 2h classes), University of Warsaw, November 2018.
    • [slides part 1 part 2 part 3, video ]
    • Turing Data Science Course (3h lectures), The Alan Turing Institute, January 2018. [ slides, video]
    • Tutorial at LogiCS/RiSE Summer School (3h lectures), TU Vienna, July 2017.

Talks and keynotes
  • Trade-offs in Static and Dynamic Query Evaluation
    • Dagstuhl Seminar 20071 "Foundations of Composite Event Recognition", February 2020. [slides]
    • KOCOON Workshop 2019, Arras, December 2019. [slides]
  • Learning Models over Relational Data
    • Keynote at FG DB Symposium "ML for Systems and Systems for ML", TU Darmstadt, March 2020. [symposium link, slides]
    • Invited Tutorial at International Conference on Scalable Uncertainty Management (SUM), Compiègne, December 2019.
    • IC Colloquium: Learning Models over Relational Databases, EPFL, Lausanne, October 2019. [video]
    • Dagstuhl Seminar "Logic and Learning", September 2019.
    • Keynote at Int Conf on Database Theory (ICDT) and Extending Database Technology (EDBT), Lisbon, March 2019. [slides]
    • Keynote at 34ème Conférence sur la Gestion de Données – Principes, Technologies et Applications (BDA), Bucharest, October 2018.
    • Invited Talk in Special Session on Logic and Learning, Highlights of Logic, Games, and Automata. Berlin, September 2018.
  • A Layered Aggregate Engine for Analytics Workloads.
    • UW DB Affiliates Workshop 2019, University of Washington, July 2019. [ slides, workshop link ]
  • Incremental Techniques for Large-Scale Dynamic Query Processing
    • Tutorial at CIKM 2018 Int Conf on Information and Knowledge Management, Turin, October 2018. [tutorial]
  • Counting Triangles Under Updates in Worst-Case Optimal Time
  • In-Database Linear Algebra
    • RelationalAI Iceland Conference, Dalvik, July 2018.
  • Experiences with Implementing In-Database Machine Learning
    • RelationalAI Iceland Conference, Dalvik, July 2018.
  • Open Problems in Factorized Databases (informal talk)
    • Dagstuhl Seminar Synergies between Adaptive Analysis of Algorithms, Parameterized Complexity, Compressed Data Structures and Compressed Indices, Dagstuhl, July 2018.
  • A Unified Approach to Incremental View Maintenance of In-Database Analytics
    • Computer Science Seminar, Free University of Brussels, December 2017, Brussels. [ slides]
    • Information Systems Seminar, University of Oxford, November 2017.
    • TorontoCon, RelationalAI, October 2017, Toronto (Canada). [ slides]
    • Workshop Big Graph Analysis Systems, University of Copenhagen, August 2017.
  • In-Database Factorized Learning
    • Spring workshop on Mining and Learning 2018, Titisee, March 2018.
    • Logic for Data Science Seminar Series, The Alan Turing Institute, London, December 2017. [ slides, video]
    • TorontoCon, RelationalAI, October 2017, Toronto (Canada). [ slides]
    • Dagstuhl Seminar Recent Trends in Knowledge Compilation , Dagstuhl, September 2017.
    • Workshop Big Graph Analysis Systems, University of Copenhagen, August 2017.
    • Seminar, CDT Data Science, University of Edinburgh, March 2017.
    • Computer Science Colloquium, University of Warwick, March 2017.
  • Covers of Query Results
    • Workshop Aggregate Queries, INRIA Lille and University of Lille, June 2017. [ slides]
  • Learning Regression Models over Factorized Joins
    • SystemML and DB Seminar, IBM Almaden (San Jose), Oct 2016. [pdf]
  • Cultural Learnings of Factorized Databases for Make Benefit Glorious Family of Regression Tasks
    • University of Twente, June 2016.
    • VCLA International Student Awards Ceremony, TU Vienna, May 2016.
    • Information Systems Seminar, Oxford, November 2015.
    • Data Science Seminar, LogicBlox, October 2015.
    • Tech Seminar, Palantir, Palo Alto, August 2015.
    • Tech Seminar, LogicBlox, Berkeley, August 2015.
    • Database Seminar, Université Lille 1 and INRIA Lille - Nord Europe. July 2015, Lille.
  • Factorised Relational Databases
    • Keynote talk, Alberto Mendelzon Workshop (AMW), Lima (Peru), May 2015.
    • LSDS (Large-Scale Distributed Systems) Seminar, Imperial College London, November 2014.
    • Google MapReduce Infrastructure Seminar, February 7, 2014, Mountain View (California).
    • Pivotal Colloquium Series, January 24, 2014, Palo Alto (California).
    • LogicBlox Internal Online Seminar, December 17, 2013, Berkeley (California).
    • Google Ads Infrastructure Seminar, November 20, 2013, Mountain View (California).
    • Database Seminar, UC Santa Cruz, November 18, 2013, Santa Cruz (California).
    • Database Seminar, U Washington, November 8, 2013, Seattle (Washington).
    • AmpLab Seminar, UC Berkeley, October 30, 2013, Berkeley (California).
    • EECS Seminar, UC Merced, October 11, 2013, Merced (California).
    • Constraints Seminar, Oxford, March 2012.
    • Birkbeck Computer Science Departmental Seminar, London, March 2012.
    • Systems Seminar, EPFL, February 2012, Lausanne.
    • Information Systems Seminar, Oxford, November 2011.
    • Database Seminar, University of Edinburgh, March 2011, Edinburgh.
    • Dagstuhl Seminar Foundations of Distributed Data Management, Octover 2011, Dagstuhl.
  • Readability of Query Provenance
    • Computer Science Colloquium, UC Davis, August 2013, Davis (California). [ slides]
  • Factorised Relational Databases: Results So Far and Open Questions
    • Tutorial, Symposium on Relational Data Analysis, Olomouc University, September 2013, Olomuc (Czech Republic). [ Part I, Part II, Part III]