This week we learned a great deal of new concepts. The first was how to utilize the quick sort algorithm and how it is based on the divide and conquer technique. This technique aims to break a problem into smaller and smaller parts until the problem is easily solvable, and then the solution is applied to essential conquer a big problem by breaking it apart. We also learned more about binary tree traversal and the different methods for moving through binary trees. We also learned about the concept of tree height calculation which is a good indicator of the worst case scenario in tree traversal. One of the big take aways from this week was learning about Kahn's algorithm and how it is useful for topologically sorting data. A lot of great concepts this week that I will have to revisit before the final.
This week, we developed a deeper understanding of the network control plane and explored routing algorithms such as Dijkstra and Bellman-Ford, focusing on how they determine the most efficient paths for data transfer. We also learned about the SDN control plane, which allows for dynamic network management and routing. In addition to the theory learned this week, we conducted a network lab exploring the use of a basic SDN controller using Mininet and Wireshark. We looked at how Internet Control Message Protocol (ICMP), can be used for network diagnostics, particularly for network troubleshooting with tools like ping and traceroute.
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