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Research

New research collaboration with FH Bielefeld

Partnering on autonomous container orchestration and reinforcement learning applications.

We are thrilled to announce a new research partnership with the University of Applied Sciences Bielefeld (FH Bielefeld). This collaboration will focus on applying Reinforcement Learning (RL) techniques to autonomous container orchestration.

Objectives

  1. Develop RL agents capable of making optimal placement decisions in heterogeneous clusters.
  2. Optimize energy efficiency by dynamically consolidating workloads.
  3. Enhance fault tolerance through proactive anomaly detection and self-healing.

This partnership underscores our commitment to bridging the gap between academic research and practical enterprise solutions.