Advanced Topics in Software Systems D
Aalto University
<p>The course of Advanced Topics in Software Systems has selected topics, being updated yearly. For the period 2024-2026, the course will focus on the following areas:</p><ul><li>Quality of analytics for end-to-end ML systems and services</li><li>Design and evaluation for systems robustness, reliability, resilience and elasticity for Big Data and distributed/realtime ML (with also engineering work)</li><li>Test, debug, monitoring, and configuration management (with also engineering work)</li><li>Dataflows and orchestration frameworks for Big Data/ML (with also engineering work)</li><li>Edge systems and edge-cloud continuum for Big Data/ML (with also engineering work)</li><li>New hardware architectures and quantum systems for Big Data/ML (more on the concepts and state-of-the-art)</li></ul><p> </p>
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