134 citations · 148 across the 5 of their papers we have counts for
5 papers
The Collection Virtual Machine: An Abstraction for Multi-Frontend Multi-Backend Data Analysis
Ingo Müller, Renato Marroquín, Dimitrios Koutsoukos +3
Getting the best performance from the ever-increasing number of hardware platforms has been a recurring challenge for data processing systems. In recent years, the advent of data s…
Modularis: Modular Relational Analytics over Heterogeneous Distributed Platforms
Dimitrios Koutsoukos, Ingo Müller, Renato Marroquín +2
The enormous quantity of data produced every day together with advances in data analytics has led to a proliferation of data management and analysis systems. Typically, these syste…
Lambada: Interactive Data Analytics on Cold Data using Serverless Cloud Infrastructure
Ingo Müller, Renato Marroquín, Gustavo Alonso
The promise of ultimate elasticity and operational simplicity of serverless computing has recently lead to an explosion of research in this area. In the context of data analytics,…
Pay One, Get Hundreds for Free: Reducing Cloud Costs through Shared Query Execution
Renato Marroquín, Ingo Müller, Darko Makreshanski +1
Cloud-based data analysis is nowadays common practice because of the lower system management overhead as well as the pay-as-you-go pricing model. The pricing model, however, is not…
MTBase: Optimizing Cross-Tenant Database Queries
Lucas Braun, Renato Marroquin, Kai-En Tsay +1
In the last decade, many business applications have moved into the cloud. In particular, the "database-as-a-service" paradigm has become mainstream. While existing multi-tenant dat…