134 citations · 172 across the 8 of their papers we have counts for
9 papers
Resource Allocation in Serverless Query Processing
Simon Kassing, Ingo Müller, Gustavo Alonso
Data lakes hold a growing amount of cold data that is infrequently accessed, yet require interactive response times. Serverless functions are seen as a way to address this use case…
Short-lived Datacenter
Michael Wawrzoniak, Ingo Müller, Rodrigo Bruno +2
Serverless platforms have attracted attention due to their promise of elasticity, low cost, and fast deployment. Instead of using a fixed virtual machine (VM) infrastructure, which…
Evaluating Query Languages and Systems for High-Energy Physics Data [Extended Version]
Dan Graur, Ingo Müller, Mason Proffitt +3
In the domain of high-energy physics (HEP), query languages in general and SQL in particular have found limited acceptance. This is surprising since HEP data analysis matches the S…
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…
Reproducible Floating-Point Aggregation in RDBMSs
Ingo Müller, Andrea Arteaga, Torsten Hoefler +1
Industry-grade database systems are expected to produce the same result if the same query is repeatedly run on the same input. However, the numerous sources of non-determinism in m…
Communication Efficient Algorithms for Top-k Selection Problems
Lorenz Hübschle-Schneider, Peter Sanders, Ingo Müller
We present scalable parallel algorithms with sublinear per-processor communication volume and low latency for several fundamental problems related to finding the most relevant elem…