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[Music] distributed systems and microservice architectures can be really complicated in terms of networks when a customer clicks around on your website there would be many web requests going from the clients browser to your web server and on the back end there would be network requests flowing all over the place between microservices databases proxies and more with the customer clicking around on your website and traffic flowing all over the place to back-end systems its often difficult for engineers to find out where bottlenecks are and where all time is spent time could be spent at the networks a database surfacing up all the data or applications processing business logic today were going to run a micro service architecture the user will go to our website in the browser the website will show our youtube playlist each playlists having videos the website gets the playlists from a playlist api the api gets its data from its own radius database for each of the videos in the playlist