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In-person
1-4 April 2025
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🪧 Poster Session (PS 01): From Pods To Petabytes: Managing Data Objects as Kubernetes Resources - Sebastian Beyvers & Jannis Hochmuth, Giessen University
Thursday April 3, 2025 13:15 - 14:15 BST
Level 1 | Hall Entrance N8-N9 | Poster Pavilion
As ML and data-intensive applications expand across industries, organizations face growing pressure to integrate more external and internal data sources into their data and compute ecosystems. This raises a crucial question: How do you integrate data lifecycle management in a distributed environment like Kubernetes? It turns out, there are striking parallels between orchestrating containerized applications in Kubernetes and managing datasets across various locations. From lifecycle management to replication to placement strategies, by applying Kubernetes' proven orchestration concepts to data, it is possible to deliver consistent, efficient, and scalable “data orchestration”, which can be a powerful tool for streamlining data-driven applications – all using familiar K8s interfaces. This presentation explores the benefits of rethinking distributed data management with Kubernetes-inspired strategies and showcases a prototypical data orchestration implementation.
Speakers
avatar for Sebastian Beyvers

Sebastian Beyvers

Distributed Systems Researcher, Giessen University
Sebastian Beyvers is a distributed systems researcher in bioinformatics and a cloud-native Rust developer at Giessen University. Sebastian's current work focuses on cloud-native data storage and processing solutions that try to harmonize existing national and international data ecosystems... Read More →
avatar for Jannis Hochmuth

Jannis Hochmuth

Data Management Enthusiast, Giessen University
Jannis Hochmuth is a research assistant at Giessen University with a strong interest in scientific data management, particularly within distributed systems. Currently engaged in the NFDI initiative, his work centers on harmonizing data ecosystems at a national level, advancing collaborative... Read More →
From Pods To Petabytes pdf
Thursday April 3, 2025 13:15 - 14:15 BST
Level 1 | Hall Entrance N8-N9 | Poster Pavilion
  🪧 Poster Sessions, Data Processing + Storage
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