Publications


2021 - 08 - 16

Apache Wayang: A Big Data Cross-Platform System

Workshop BOSS'21 at VLDB'21

Authors: Zoi Kaoudi, Bertty Contreras-Rojas and Rodrigo Pardo-Meza

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2021 - 6 - 20

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

SIGMOD 2021

Authors: Gábor E. Gévay, Jorge-Arnulfo Quiané-Ruiz and Volker Markl.

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2020 - 11 - 17

Prescriptive Learning for Air-Cargo Revenue Management

ICDM 2020

Authors: Stefano Giovanni Rizzo, Yixian Chen, Linsey Pang, Ji Lucas, Zoi Kaoudi, Jorge-Arnulfo Quiané-Ruiz and Sanjay Chawla

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2020 - 11 - 1

RHEEMix in the Data Jungle: A Cost-based Optimizer for Cross-Platform Systems

VLDB Journal 29(6), 2020

Authors: Sebastian Kruse, Zoi Kaoudi, Sanjay Chawla, Felix Naumann, Bertty Contreras-Rojas and Jorge-Arnulfo Quiané-Ruiz

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2020 - 4 - 20

ML-based Cross-Platform Query Optimization

ICDE 2020

Authors: Zoi Kaoudi, Jorge-Arnulfo Quiané-Ruiz, Bertty Contreras-Rojas, Rodrigo Pardo-Meza, Anis Troudi and Sanjay Chawla

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2019 - 11 - 20

TagSniff: Simplified Big Data Debugging for Dataflow Jobs

SoCC 2019

Authors: Bertty Contreras-Rojas, Jorge-Arnulfo Quiané-Ruiz, Zoi Kaoudi and Saravanan Thirumuruganathan

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2019 - 4 - 7

Optimizing Cross-platform Data Movement

ICDE 2019

Authors: Sebastian Kruse, Zoi Kaoudi, Jorge-Arnulfo Quiané-Ruiz, Sanjay Chawla, Felix Naumann and Bertty Contreras-Rojas

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2018 - 08 - 27

RHEEM: Enabling Cross-Platform Data Processing

Paper at PVLDB 11(11) 2018

Authors: Divy Agrawal, Sanjay Chawla, Zoi Kaoudi, Sebastian Kruse, Jorge-Arnulfo Quiané-Ruiz, Bertty Contreras-Rojas, Ahmed Elmagarmid, Yasser Idris, Ji Lucas, Essam Mansour, Mourad Ouzzani, Paolo Papotti, Nan Tang, Saravanan Thirumuruganathan and Anis Troudi

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2018 - 4 - 16

Cross-Platform Data Processing: Use Cases and Challenges

Tutorial at ICDE 2018

Authors: Zoi Kaoudi and Jorge-Arnulfo Quiané-Ruiz

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2018 - 4 - 16

RheemStudio: Cross-Platform Data Analytics Made Easy

Demo at ICDE 2018

Authors: Ji Lucas, Yasser Idris, Bertty Contreras-Rojas, Jorge-Arnulfo Quiané-Ruiz and Sanjay Chawla

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2017 - 6 - 12

Interoperating a Zoo of Data Processing Platforms Using Rheem

Talk at Spark Summit 2017

Authors: Yasser Idris and Sebastian Kruse

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2017 - 5 - 14

A Cost-based Optimizer for Gradient Descent Optimization

Paper at SIGMOD 2017

Authors: Zoi Kaoudi, Jorge-Arnulfo Quiané-Ruiz, Saravanan Thirumuruganathan, Sanjay Chawla and Divy Agrawal

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2016 - 09 - 7

Fast and Scalable Inequality Joins

VLDB Journal 26(1) 2017

Authors: Zuhair Khayyat, William Lucia, Meghna Singh, Mourad Ouzzani, Paolo Papotti, Jorge-Arnulfo Quiané-Ruiz, Nan Tang, Panos Kalnis.

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2016 - 09 - 5

Rheem

Tutorial at BOSS 2016

Authors: Zoi Kaoudi, Sebastian Kruse and Jorge-Arnulfo Quiané-Ruiz

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2016 - 6 - 26

Rheem: Enabling Multi-Platform Task Execution

Demo at SIGMOD 2016

Authors: Divy Agrawal, Lamine Ba, Laure Berti-Equille, Sanjay Chawla, Ahmed Elmagarmid, Hossam Hammady, Yasser Idris, Zoi Kaoudi, Zuhair Khayyat, Sebastian Kruse, Mourad Ouzzani, Paolo Papotti, Jorge-Arnulfo Quiané-Ruiz, Nan Tang and Mohammed J. Zaki

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2016 - 3 - 15

Road to Freedom in Data Analytics

Vision Paper at EDBT 2016

Authors: Divy Agrawal, Sanjay Chawla, Ahmed Elmagarmid, Zoi Kaoudi, Mourad Ouzzani, Paolo Papotti, Jorge-Arnulfo Quiané-Ruiz, Nan Tang and Mohammed J. Zaki

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2015 - 08 - 31

Lightning Fast and Space Efficient Inequality Joins

Paper at PVLDB 8(13) 2015

Authors: Zuhair Khayyat, William Lucia, Meghna Singh, Mourad Ouzzani, Paolo Papotti, Jorge-Arnulfo Quiané-Ruiz, Nan Tang and Panos Kalnis

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2015 - 5 - 31

BigDansing: A System for Big Data Cleansing

Paper at SIGMOD 2015

Authors: Zuhair Khayyat, Ihab F. Ilyas, Alekh Jindal, Samuel Madden, Mourad Ouzzani, Paolo Papotti, Jorge-Arnulfo Quiané-Ruiz, Nan Tang and Si Yin

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