Netflix OSS and Spring Cloud provide frameworks for building microservice applications that can run on various infrastructures. They include libraries like Eureka for service registration and discovery, Ribbon for load balancing, and Hystrix for fault tolerance via circuit breaking. Spring Cloud builds on Spring Boot and "Spring-ifies" Netflix libraries, providing a simple way to add features like configuration management and monitoring dashboards. These frameworks help developers implement microservices patterns in a transparent manner.