NetKernel is a Java-based microkernel that evolved from an XML framework into a resource-oriented computing framework, initially developed at HP Labs over a decade ago. It facilitates parallel execution of micro-services within applications, promoting flexibility, scalability, and the use of heterogeneous technologies. The document discusses the transformation in programming paradigms with the rise of multi-core processors and the importance of concurrent programming in modern software development.