Master Thesis: AI-Assisted Integrated Data Center Design for Telecom Core Systems

Technology, Data & Digital · Data, AI & Analytics · Artificial Intelligence · Data Engineering · Software Engineering

In short

This Master Thesis project investigates AI-assisted decision support for integrated Data Center design in telecom core systems. Students will map design processes, develop a prototype for organizing requirements and proposing alternatives, and compare designs based on various criteria.

Responsibilities

Map the design process from customer requirements and product dimensioning, identifying major design decisions and dependencies.
Develop a prototype to organize requirements, identify missing/conflicting information, and propose alternative designs.
Validate alternatives with deterministic checks for capacity, high availability, placement, compatibility, upgrades, resilience, and physical infrastructure.
Compare designs using criteria such as footprint, resilience, operational complexity, lifecycle impact, scalability, cost, and expansion flexibility.
Produce traceable design documentation.
Evaluate which activities can be automated and where human judgment is necessary.
Utilize Grünig and Kühn’s complex decision-making framework and an agentic AI runtime.

Requirements

Interest in and preferably some experience with Telecom core networks
Interest in and preferably some experience with Cloud-native infrastructure
Interest in and preferably some experience with Data center design
Interest in and preferably some experience with AI-assisted engineering
Interest in and preferably some experience with Decision making
Interest in and preferably some experience with Expert systems
Interest in and preferably some experience with Agentic delegation
Interest in and preferably some experience with Complex problem solving

Desired Qualifications

Suitable for a student with an interest in, and preferably some experience with the listed areas.

Benefits

Outstanding opportunity to use skills and imagination to push boundaries.
Chance to build solutions never seen before to tough problems.
Challenged but not alone, joining a team of diverse innovators.
Opportunity to craft what comes next.

Skills

Artificial IntelligenceData Center DesignCloud-native infrastructureTelecom core networksDecision MakingExpert SystemsAgentic DelegationComplex Problem SolvingAlgorithmsAPIC++AgileAcademic WritingArchitectureAnalyticsAdaptability

#AI#Data Center#Telecom#Thesis#Engineering

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