Courses for Scalable Computing Systems

Mandatory courses

• Networked Systems for Machine Learning (IK2221) 7.5 credits
• Network Systems with Edge or Cloud Datacenters (IK2227) 7.5 credits
• Distributed Systems, Advanced Course (ID2203) 7.5 credits

Choose two of ID2222, DD2360, ID2223

Conditionally elective courses

• Applied GPU Programming (DD2360) 7.5 credits
• Data Mining (ID2222) 7.5 credits
• Scalable Machine Learning and Deep Learning (ID2223) 7.5 credits

Recommended courses

• Methods in High Performance Computing (DD2356) 7.5 credits

Mandatory courses

• Networked Systems for Machine Learning (IK2221) 7.5 credits
• Network Systems with Edge or Cloud Datacenters (IK2227) 7.5 credits
• Distributed Systems, Advanced Course (ID2203) 7.5 credits

Choose two of ID2222, ID2202, EP2200

Conditionally elective courses

• Data Mining (ID2222) 7.5 credits
• Compilers and Execution Environments (ID2202) 7.5 credits
• Queuing Theory and Teletraffic Systems (EP2200) 7.5 credits

Recommended courses

• Methods in High Performance Computing (DD2356) 7.5 credits

Mandatory courses

• Queuing Theory and Teletraffic Systems (EP2200) 7.5 credits
• Mobile and Satellite Communication (IK2522) 7.5 credits

Choose one of EP2500, IK2206
Choose one of IK2227, ID2203
Choose one of IK2221, Intelligent wireless networking

Conditionally elective courses

• Networked Systems Security (EP2500) 7.5 credits
• Internet Security and Privacy (IK2206) 7.5 credits
• Network Systems with Edge or Cloud Datacenters (IK2227) 7.5 credits
• Distributed Systems, Advanced Course (ID2203) 7.5 credits
• Networked Systems for Machine Learning (IK2221) 7.5 credits
• Intelligent Wireless Networking (IK2523) 7.5 credits

Recommeded courses

• Seminars in Information and Network Engineering (EQ2461) 3 credits
• Digital Communications (EQ2311) 7.5 credits

Choose one of DD2421, DD2437, ID2221
Note: DD2421 and DD2437 require multivariable calculus as a prerequisite

Conditionally elective courses

• Machine Learning (DD2421) 7.5 credits
• Artificial Neural Networks and Deep Architectures (DD2437) 7.5 credits
• Data-Intensive Computing (ID2221) 7.5 credits

Recommended courses

• Networked Systems Security (EP2500) 7.5 credits
• Compilers and Execution Environments (ID2202) 7.5 credits
• Programming for Data Science (ID2214) 7.5 credits

Choose one of DD2482, ID2218, EN2720

Conditionally elective courses

• Automated Software Testing and DevOps (DD2482) 7.5 credits
• Design of Fault-tolerant Systems (ID2218) 7.5 credits
• Ethical Hacking (EN2720) 7.5 credits

Recommended courses

• Network Analytics (EP2420) 7.5 credits
• Internet Security and Privacy (IK2206) 7.5 credits
• Networked Systems Security (EP2500) 7.5 credits

Choose one of Satellite Networks: Communication and Computing in Space, Multi-Antenna Communication and Radar Sensing

Conditionally elective courses

• Multi-Antenna Communication and Radar Sensing (IK2524) 7.5 credits

Recommended courses

• Cyber-Physical Networking (EQ2871) 7.5 credits
• Machine Learning and Data Science (EQ2415) 7.5 credits