SCST1133 · Topic 01

Computing Infrastructure Case Studies

Apply system thinking to supercomputers, AI centres, semiconductor production and sustainable infrastructure.

01Introduction to Computer and System
Applied case studies

Evaluate technology as a complete system

For every case, connect purpose, hardware, data flow, constraints, people, responsibility and improvement.

Frontier supercomputer case study
Figure 25. Frontier demonstrates how compute, networking, storage, software and facilities form one exascale system.
Advanced computing infrastructure case studies
Figure 26. Compare infrastructure through a consistent system-analysis framework.

Recommended case studies

CaseCentral question
Frontier exascale supercomputerHow do thousands of nodes cooperate on one scientific problem?
AI training data centreWhat infrastructure prevents accelerators from waiting for data?
ASML EUV and chip fabricationWhy must optics, positioning, vacuum and metrology work together?
Malaysian semiconductor ecosystemHow do design, equipment, assembly, packaging, testing and talent connect?
Sustainable data centreHow should performance, energy, water and hardware lifecycle be balanced?

Six-question analysis framework

  • What problem does the system solve?
  • Which hardware components are essential?
  • How does data move through the system?
  • Where are the main bottlenecks and failure risks?
  • How are power, cooling, security and reliability managed?
  • What improvement would deliver the greatest benefit?

Selected official references