Edge AI vs. Cloud AI: What's Best for Sustainable Computing?

Data creates an opportunity to refine the conventional methodologies in optimizing the decision-making and evaluating every aspect of operations. The scope of opportunity is usually proportional to the quantity of data available for processing; thus, an efficient computing system plays a significant role in implementing structured architectures for AI-related mechanisms. Despite the breakthroughs and optimizations in cloud computing, the current amount of data is too huge to compute with utmost efficiency. Furthermore, parameters like latency and security become important factors when it comes to the transmission of this huge amount of data. As they say, "when the problem becomes too complicated, the answer lies in the roots."