As many VMware customers have found in recent years, cloud native microservice-based applications improve IT operations efficiency and security along with developer speed and productivity. When data is at the heart of those mission-critical applications, VMware Tanzu Data Services, a portfolio of popular enterprise-grade cloud native data solutions for data in motion and at rest, can help.
With the rise of cloud computing, containerization, and microservices architecture, developers are adopting new approaches to building and deploying applications that are more scalable and resilient. Microservices architecture, in particular, has gained significant popularity due to its ability to break down monolithic applications into smaller, independent services.
PyTorch is an open-source machine learning (ML) framework that accelerates the path from research prototyping to production deployment. You can work with PyTorch using regular Python without delving into the underlying native C++ code. It contains a full toolkit for building production-worthy ML applications, including layers for deep neural networks, activation functions and optimizers. It also has associated libraries for computer vision and natural language processing.
In the blink of an eye, 2023 has come to an end and the data center industry saw lots of movement towards sustainability, AI, and operational efficiency. Data center management is ever-changing and evolving, and it’s important to stay on top of the latest trends to guide you to success in the new year. With 2024 just days away, here are the top 10 emerging data center management trends that you should watch out for.