The advent of serverless computing has revolutionized the way we build and deploy applications. This paradigm shift has also sparked discussions on the role of APIs within serverless architectures and how serverless technologies influence API design and deployment. This article explores the symbiotic relationship between serverless computing and APIs, delving into the impact on development […]
In the ever-evolving landscape of computing, the integration of heterogeneous technologies has emerged as a powerful strategy to optimize performance for specific workloads. The marriage of CPUs, GPUs, and FPGAs in cluster configurations has become a cornerstone in the realm of high-performance computing (HPC). Concurrently, the integration of machine learning (ML) and artificial intelligence (AI) into cluster servers has fueled groundbreaking advancements across various industries. In this article, we delve into the symbiotic relationship between heterogeneous computing and machine learning integration, exploring how this convergence is shaping the future of scientific simulations, AI applications, and beyond.