Educational guide 2023_24 Escola de Enxeñaría de Telecomunicación

Contents

Topic	Sub-topic
1. Coding for distributed storage	1.1 Locally recoverable codes 1.2 Regenerating codes 1.3 Case studies
2. Advanced channel coding	2.1 Capacity-approaching codes: LDPC, turbo 2.2 Capacity-achieving-codes: polar coding, SC-LDPC 2.3 Network coding
3. Networking technologies for 5G	3.1 M2M, URLLC and NB-IoT communications 3.2 Architectures and models for 5G networks
4. Resource allocation	4.1 Resource allocation in cloud systems 4.2 Load balancing techniques 4.3 Randomized policies. Optimal allocations 4.4 Auctioning
5. MEC & edge computing	5.1 Architecture and services 5.2 Technology: NOMA, CRAN, SWIPT 5.3 Massive multiple access
6. Coded caching	6.1 Centralized and distributed coded caching 6.2 Edge computing 6.3 Index coding
7. Machine learning for networks	7.1 Machine learning & data-driven networks 7.2 Optimization- and model-based machine learning 7.3 Deep learning, reinforcement learning 7.4 Case studies in 5G/6G