Jorge-Arnulfo Quiané-Ruiz

Principal Researcher at TU Berlin and Scientific Advisor at DFKI.

I am Principal Researcher at DIMA (TU Berlin) and one of the two Scientific Coordinators of the Berlin Institute for the Foundations of Learning and Data (BIFOLD). I also act as the Scientific Coordinator of the DIMA and IAM groups. My current research is in the broad area of scalable data management: mainly in cross-platform data processing, scalable data infrastructures, and big data analytics. Before joining TU Berlin, I was Senior Researcher at the Qatar Computing Research Institute (QCRI). Prior to that, I was Postdoctoral Researcher at the Information Systems Group (now Big Data Analytics) at Saarland University. I obtained my Ph.D. in Computer Science at ATLAS-GDD -- INRIA (University of Nantes).



Jorge Quiané

Profiles

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Address

Technische Universität Berlin
- Room EN 725 -
Fak. IV, FG DIMA, Sekr. EN7
Einsteinufer 17, 10587 Berlin, Germany

e-mail/phone

jorge.quiane@tu-berlin.de
+49 30 31423556

Projects

  • AGORA: a data infrastructure for democratizing data science and AI
  • RHEEM: a cross-platform data processing framework

Selected Publications

Full Paper
Prescriptive Learning for Air-Cargo Revenue Management
Stefano Giovanni Rizzo, Yixian Chen, Linsey Pang, Ji Lucas, Zoi Kaoudi, Jorge-Arnulfo Quiané-Ruiz, Sanjay Chawla. ICDM 2020 (to appear)

Full Paper
RHEEMix in the Data Jungle: A Cost-based Optimizer for Cross-Platform Systems
Sebastian Kruse, Zoi Kaoudi, Sanjay Chawla, Felix Naumann, Bertty Contreras-Rojas, Jorge-Arnulfo Quiané-Ruiz. VLDB Journal 2020 (to appear)

Full Paper
PDF Bibtex
ML-based Cross-Platform Query Optimization
Zoi Kaoudi, Jorge-Arnulfo Quiané-Ruiz, Bertty Contreras-Rojas, Rodrigo Pardo-Meza, Anis Troudi, Sanjay Chawla. ICDE 2020

Full Paper
PDF Bibtex
TagSniff: Simplified Big Data Debugging for Dataflow Jobs
Bertty Contreras-Rojas, Jorge-Arnulfo Quiané-Ruiz, Zoi Kaoudi, Saravanan Thirumuruganathan. SoCC 2019

Short Paper
PDF Bibtex
Optimizing Cross-platform Data Movement
Sebastian Kruse, Zoi Kaoudi, Jorge-Arnulfo Quiané-Ruiz, Sanjay Chawla, Felix Naumann, Bertty Contreras-Rojas. ICDE 2019

Full Paper
 PDF  Bibtex
RHEEM: Enabling Cross-Platform Data Processing - May The Big Data Be With You! -
Divy Agrawal, Sanjay Chawla, Bertty Contreras-Rojas, Ahmed K. Elmagarmid, Yasser Idris, Zoi Kaoudi, Sebastian Kruse, Ji Lucas, Essam Mansour, Mourad Ouzzani, Paolo Papotti, Jorge-Arnulfo Quiane-Ruiz, Nan Tang, Saravanan Thirumuruganathan, Anis Troudi.
PVLDB 11(11), 2018

Tutorial
 PDF  Bibtex
Cross-Platform Data Processing: Uses Cases and Challenges
Zoi Kaoudi and Jorge-Arnulfo Quiané-Ruiz. ICDE 2018

Demo
 PDF  Bibtex
RheemStudio: Cross-Platform Data Analytics Made Easy
Ji Lucas, Yasser Idris, Bertty Contreras-Rojas, Jorge-Arnulfo Quiané-Ruiz, Sanjay Chawla. ICDE 2018

Full Paper
 Best Papers Issue
 PDF  Bibtex
Fast and Scalable Inequality Joins
Zuhair Khayyat, William Lucia, Meghna Singh, Mourad Ouzzani, Paolo Papotti, Jorge-Arnulfo Quiané-Ruiz, Nan Tang, Panos Kalnis. VLDB Journal 26(1) 2017
Special issue: best VLDB'15 papers

Full Paper
 PDF  Bibtex
Synthesizing Entity Rules by Examples
Rohit Singh, Vamsi Meduri, Ahmed Elmagarmid, Samuel Madden, Paolo Papotti, Jorge- Arnulfo Quian ́e-Ruiz, Armando Solar-Lezama, Nan Tang. PVLDB 11(2), 2017

Full Paper
 PDF  Bibtex
A Robust Partitioning Scheme for Ad-Hoc Query Workloads
Anil Shanbhag, Alekh Jindal, Samuel Madden, Jorge-Arnulfo Quiané-Ruiz, Aaron J. Elmore. SoCC 2017

Full Paper
 PDF  Bibtex
A Cost-based Optimizer for Gradient Descent Optimization
Zoi Kaoudi, Jorge-Arnulfo Quiané-Ruiz, Saravanan Thirumuruganathan, Sanjay Chawla, Divy Agrawal. SIGMOD 2017

Full Paper
 PDF  Bibtex
UGuide -- User-Guided Discovery of FD-Detectable Errors
Saravanan Thirumuruganathan, Laure Berti-Equille, Mourad Ouzzani, Jorge-Arnulfo Quiané-Ruiz, Nan Tang. SIGMOD 2017

Demo
 PDF  Bibtex
Generating Concise Entity Matching Rules
Rohit Singh, Vamsi Meduri, Ahmed Elmagarmid, Samuel Madden, Paolo Papotti, Jorge-Arnulfo Quiané-Ruiz, Armando Solar-Lezama, Nan Tang. SIGMOD 2017

[show other years]

Patents

US Patent
 PDF  Bibtex
Apparatus, System, and Method for Cross-Platform Data Processing -- May 9, 2019
Qatar Computing Research Institute
Patent number: in progress
US Patent
 PDF  Bibtex
Optimized Inequality Join Method -- August 15, 2016
Qatar Computing Research Institute
Patent number: US10162857B2
US Patent
 PDF  Bibtex
Datasets Profiling Tools, Methods, and Systems -- May 20, 2014
Qatar Computing Research Institute
Patent number: US20160139997A1
US Patent
 PDF  Bibtex
Method and System to Discover Dependencies in Datasets -- July 10, 2013
Qatar Computing Research Institute
Patent number: US20160117415A1
US Patent
 PDF  Bibtex
Replicated Data Storage System and Methods -- March 20, 2012
Qatar Computing Research Institute
Patent number: US20150120652A1

Selected Service

Editorial Board

  • 2020: PVLDB volume 14
  • 2019: DASFAA (core program committee of the demo track)

PC Member and Reviewer

  • 2020: VLDB PhD Workshop
  • 2019: VLDBJ, TKDE, IEEE BigData
  • 2018: ICDE, VLDB (demo track)
  • 2017: TKDE, DAPD, TLDKS, ISWC, ICDE, VLDB (demo track), EDBT
  • 2016: TODS, SIGMOD, ICDE, SoCC
  • 2015: TODS, TKDE, DAPD, PVLDB, SIGMOD, IEEE BigData
  • 2014: Information Systems, PVLDB, ESWC
  • 2013: TKDE, Information Sciences, ICDE, SIGMOD (demo track), ESWC
  • 2012: PVLDB
  • 2011: ICDE, EDBT, CIKM (demo track)
  • 2010: PVLDB, ICDE
  • 2009: PVLDB, EDBT, ICDCS
  • 2008: SIGMOD

Teaching @ TU Berlin

Summer Term 2020


© Jorge Quiané |   Last Update: 15 Feb 2020