Michael Gubanov

Assistant Professor
News: ACM SIGMOD Research Highlight Award, 2018!
            IEEE ICDE 2017 award paper invited to a special issue of ACM SIGMOD Record
            IEEE ICDE 2017 award paper invited to publication in "Best of ICDE" issue of TKDE 2018
            IEEE ICDE 2017 Best Paper Award!

            Watch my talk at MIT on our Hybrid Linear Relational Engine
Note: In Spring 2019, I am offering a course on Modern Big Data Management and Analytics Systems.
2017 U Texas Student Teams with Awards - Team1, Team2, Team3.
Florida State University
Computer Science Department

253 Love Building
Tallahassee, FL 32306
gubanov at cs.fsu.edu

About
I am an Assistant Professor of Databaseology at Florida State University. I specialize in Big Data Management and Analytics, Data Science, Fusion, Web Search, AI, and Mobile Platform Development. My Erdös number is 3.

Before FSU, I spent 2 wonderful years at University of Texas as an Endowed Assistant Professor. I earned my Ph.D. and M.Sc. in Computer Science from the University of Washington working with Lucian Popa, Linda Shapiro, Phil Bernstein, and Alon Halevy. I did my Postdoc at Massachusetts Institute of Technology (MIT) with Michael Stonebraker. I completed my undergraduate education at St. Petersburg ITMO University (ACM-ICPC World Champions 7 times). Before that I graduated from Presidential Physics/Mathematics Lyceum #239.

I also spent some time working in industry to apply my research - At IBM Almaden Research Center on Data Integration (project Clio, productized as a part of IBM Infosphere); at Google on Web-search and Large-scale Machine Learning (productized as parts of SETI and Froogle); at Microsoft Research on Natural Language Processing (productized as a part of Bing!).

Selected Publications
  1. CognitiveDB: An Intelligent Navigator for Large-scale Dark Structured Data  [pdf]
    Michael Gubanov, Manju Priya, Maxim Podkorytov, in WWW 2017, Perth, Australia
  2. PolyFuse: A Large-scale Hybrid Data Integration System  [pdf]
    Michael Gubanov, in IEEE ICDE DESWEb 2017, San Diego, CA
  3. Generating UFOs from the Classified Object Tables  [pdf]
    Anusha Kola, Harshal More, Sean Soderman, Michael Gubanov, in IEEE Bigdata 2017, Boston, MA
  4. Hybrid.poly: An Interactive Large-scale In-memory Analytical Polystore  [pdf]
    Maxim Podkorytov, Dylan Soderman, Michael Gubanov, in ICDM DSBDA 2017, New Orleans, LA
  5. Hybrid: A Large-scale Linear-Relational Database Management System  [bib] [pdf][video]
    Michael Gubanov, Christopher Jermaine, Zekai Gao, Shangyu Luo, MIT Annual Database Research Conference 2016, Cambridge, MA
  6. Type-aware Web search  [bib] [pdf]
    Michael Gubanov, Anna Pyayt , in EDBT 2016, Bordeaux, France
  7. DataXFormer: Leveraging the Web for Semantic Transformations  [bib] [pdf]
    Zia Abedjan, John Morcos, Michael Gubanov, Ihab Ilyas, Michael Stonebraker, Paolo Papotti, Mourad Ouzanni, in CIDR 2015, Asilomar, California
  8. Large-scale Semantic Profile Extraction  [bib] [pdf]
    Michael Gubanov, Michael Stonebraker EDBT 2014, Athens, Greece
  9. Text and Structured Data Fusion in DataTamer at Scale  [bib] [pdf]
    Michael Gubanov, Michael Stonebraker, Daniel Bruckner, IEEE ICDE 2014, Chicago, Illinois
  10. ReadFast: High-relevance Search-engine for Big Text [bib] [pdf]
    Michael Gubanov, Anna Pyayt. ACM CIKM 2013, San Francisco, California
  11. IBM UFO Repository: Object-oriented Data Integration [bib] [pdf] [book]
    Michael Gubanov, Lucian Popa, Howard Ho, Hamid Pirahesh, Jeng-Yih Chang, Shr-Chang Chen. VLDB 2009, Lyon, France
Students (who are fantabulous)
  1. Rituparna Khan?
  2. Maxim Podkorytov?
Alumni
  1. Manju Krishnan, US Bank

Links