With full resource disaggregation on the horizon, it is unclear what the most suitable
programming model is that enables dataflow developers to fully harvest the potential that …

The popularity of heterogeneous CPU-GPU processing has increased considerably in
recent years. To efficiently utilize heterogeneous resources, data processing systems …

This paper aims to bridge the gap between fast in-memory query engines and slow but
robust engines that can utilize external storage. We find that current systems have to choose …

Modern data management systems aim to provide both cutting-edge functionality and
hardware efficiency. With the advent of AI-driven data processing and the post-Moore Law …

In this paper, we suggest a novel GPU-in-data-path architecture that leverages a GPU to
accelerate the I/O path and thus can achieve almost in-memory bandwidth using SSDs. In …

In the era of Big Data, dynamic programming (DP) is an increasingly attractive solution for
solving large real-world optimization problems. Examples include RNA folding …

Modern hardware is increasingly complex, requiring increasing effort to understand in order
to carefully engineer systems for optimal performance and effective utilization. Moreover …

Datenbanksysteme sind ein fundamentaler Baustein der modernen IT-Landschaft. Ihr
Betrieb trägt häufig deutlich zu den Gesamtkosten von IT-Systemen bei. Folglich besteht …