Lecture

Adaptive Data Systems for a Heterogeneous World

Eleni Tzirita Zacharatou, Assistant Professor at the Hasso Plattner Institute, will be visiting the department to act as Discussion Leader at Jingyu Liu’s licentiate seminar. During her visit, she will also give an invited talk.

Overview

  • Date:

    Starts 30 September 2026, 10:00Ends 30 September 2026, 11:00
  • Location:

    EDIT Analysen
  • Language:

    English
Eleni Zacharatou

Abstract:
Data systems have long been designed for structured data on fixed, homogeneous hardware. Today, heterogeneity in data, hardware, and workloads is the norm. We increasingly analyze spatial and multimodal data, including satellite imagery and 3D geometries, while computation spans CPUs, GPUs, edge devices, and even orbiting satellites. At the same time, applications impose diverse requirements, from interactive and approximate analytics to computationally intensive semantic analysis using vision-language models. In this talk, I will present a research agenda for adaptive data systems that leverage this heterogeneity by tailoring query execution to data characteristics, hardware capabilities, and application needs.

Jingyu Liu’s licentiate seminar will take place on the same day at 13:00 in room HC4.