Distributed Computing is an inevitable part of any commercially successful software application and service today. From Model Training in the age of LLMs to the handling of a massive amount of data and computing in Edge IoT devices in unpredictable environments depends on Distributed Computing. In this talk, Vipin will go over some common challenges and practical solutions for Distributed Computing-based solutions.