Queues are used to manage requests in a large-scale distributed system effectively. — In small systems with minimal processing loads and small databases, writes can be predictably fast; however, in more complex and large systems, writes can take an almost non-deterministically long time. For example, data may have to be written on different servers or indices, or the system could be under high…