42 citations · 101 across the 14 of their papers we have counts for
3 papers · 1 filter
Building your Cross-Platform Application with RHEEM
Sanjay Chawla, Bertty Contreras-Rojas, Zoi Kaoudi +2
Today, organizations typically perform tedious and costly tasks to juggle their code and data across different data processing platforms. Addressing this pain and achieving automat…
RHEEMix in the Data Jungle: A Cost-based Optimizer for Cross-platform Systems
Sebastian Kruse, Zoi Kaoudi, Bertty Contreras +3
In pursuit of efficient and scalable data analytics, the insight that "one size does not fit all" has given rise to a plethora of specialized data processing platforms and today's…
A Cost-based Optimizer for Gradient Descent Optimization
Zoi Kaoudi, Jorge-Arnulfo Quiané-Ruiz, Saravanan Thirumuruganathan +2
As the use of machine learning (ML) permeates into diverse application domains, there is an urgent need to support a declarative framework for ML. Ideally, a user will specify an M…