Jorge-Arnulfo Quiané-Ruiz

Head of the Big Data Systems Group at BIFOLD -- TU Berlin

I am a Principal Researcher at DIMA (TU Berlin) and am leading the Big Data Systems Group at the Berlin Institute for the Foundations of Learning and Data (BIFOLD). 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 (Nantes University, France).



Jorge Quiané

Profiles

dblp google scholar google scholar

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: supporting data ecosystems for data science and AI innovation
  • Apache Wayang (formely Rheem): a cross-platform data processing framework

Selected Publications

Tutorial
PDF Bibtex
Efficient Unified Data Analytics: State-of-the-art and Open Problems
Zoi Kaoudi, Jorge-Arnulfo Quiané-Ruiz
PVLDB 2022

Demo
PDF Bibtex
Satellite Image Search in AgoraEO
Ahmet Kerem Aksoy, Pavel Dushev, Eleni Tzirita Zacharatou, Holmer Hemsen, Marcela Charfuelan, Jorge-Arnulfo Quiané-Ruiz, Begüm Demir, Volker Markl
PVLDB 2022

Full Paper
PDF Bibtex
MATE: Multi-Attribute Table Extraction
Mahdi Esmailoghli, Jorge-Arnulfo Quiané-Ruiz, Ziawasch Abedjan
PVLDB 2022

Full Paper
PDF Bibtex
Imperative or Functional Control Flow Handling: Why not the Best of Both Worlds?
Gábor E. Gévay, Tilmann Rabl, Sebastian Bress, Loránd Madai-Tahy, Jorge-Arnulfo Quiané-Ruiz, Volker Markl.
SIGMOD Record 51(1) 2022
Special issue: 2021 ACM SIGMOD Research Highlights Awards

Full Paper
PDF Bibtex
Navigating Compliance with Data Transfers in Federated
Kaustubh Beedkar, Jorge-Arnulfo Quiané-Ruiz, Volker Markl.
In IEEE Data Engineering Bulletin. 2022.

Demo
Best Demo Award
PDF Bibtex
Farming Your ML-based Query Optimizer’s Food
Robin van de Water, Francesco Ventura, Zoi Kaoudi, Jorge-Arnulfo Quiané-Ruiz, Volker Markl
ICDE 2022

Abstract
PDF Bibtex
DataFarm: Farm Your ML-based Query Optimizer’s Food! – Human-Guided Training Data Generation
Robin van de Water, Francesco Ventura, Zoi Kaoudi, Jorge-Arnulfo Quiané-Ruiz, Volker Markl
CIDR 2022

Full Paper
PDF Bibtex
What Is the Price for Joining Securely? Benchmarking Equi-Joins in Trusted Execution Environments
Kajetan Maliszewski, Jorge-Arnulfo Quiané-Ruiz, Jonas Traub, Volker Markl
PVLDB 2021

Demo
PDF Bibtex
Compliant Geo-distributed Data Processing in Action
Kaustubh Beedkar, David Brekardin, Jorge-Arnulfo Quiané-Ruiz, Volker Markl.
PVLDB 2021

Full Paper
PDF Bibtex
In the Land of Data Streams where Synopses are Missing,
One Framework to Bring Them All

Rudi Poepsel-Lemaitre, Martin Kiefer, Joscha von Hein, Jorge-Arnulfo Quiané-Ruiz, Volker Markl.
PVLDB 2021

Full Paper
PDF Bibtex
Expand your Training Limits!
Generating and Labeling Jobs for ML-based Data Management

Francesco Ventura, Zoi Kaoudi, Jorge-Arnulfo Quiané-Ruiz, Volker Markl.
SIGMOD 2021

Full Paper
PDF Bibtex
The Power of Nested Parallelism in Big Data Processing --
Hitting Three Flies with One Slap

Gábor E. Gévay, Jorge-Arnulfo Quiané-Ruiz, Volker Markl.
SIGMOD 2021

Full Paper
PDF Bibtex
Compliant Geo-distributed Query Processing
Kaustubh Beedkar, Jorge-Arnulfo Quiané-Ruiz, Volker Markl.
SIGMOD 2021

Full Paper
Best Paper Award
SIGMOD Research Highlights
PDF Bibtex
Efficient Control Flow in Dataflow Systems:
When Ease-of-Use Meets High Performance

Gábor E. Gévay, Tilmann Rabl, Sebastian Bress, Loránd Madai-Tahy, Jorge-Arnulfo Quiané-Ruiz, Volker Markl.
ICDE 2021

Short Paper
PDF Bibtex
COCOA: COrrelation COefficient-Aware Data Augmentation
Mahdi Esmailoghli, Jorge-Arnulfo Quiané-Ruiz, Ziawasch Abedjan.
EDBT 2021

Full Paper
 Best Of
PDF Bibtex
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

Full Paper
PDF Bibtex
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 29(6) 2020

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


[show all 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
Replicated Data Storage System and Methods -- March 20, 2012
Qatar Computing Research Institute
Patent number: US20150120652A1

Selected Service

Editorial Board

  • 2023: EDBT (Senior PC))
  • 2020: PVLDB volume 14
  • 2019: DASFAA (core program committee of the demo track)

PC Member and Reviewer

  • 2023: ICDE, SIGMOD
  • 2022: TODS, PVLDB
  • 2021: PVLDB
  • 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 2022

  • IMPRO: Project Hot Topics in Information Management
  • DBPRO: Data Base Project

Winter Term 2021/22

  • DBT: Data Base Technology

Summer Term 2021

  • IMPRO: Project Hot Topics in Information Management
  • DBPRO: Data Base Project

Winter Term 2020/21

  • DBT: Data Base Technology
  • DBTPRA: Data Base Technology -- Practice

Summer Term 2020

  • BDAPRO: Big Data Analytics Project

© Jorge Quiané |   Last Update: 15 Feb 2020