MLOps holds the key to accelerating the development, deployment and management of AI, so that enterprises can derive real business value from their AI initiatives. Deploying and managing deep learning models in production carries its own set of complexities. In this talk, we will discuss real-life examples from customers that have built MLOps pipelines for deep learning use cases. For example, predicting rainfall from CCTV footage to prevent flooding.

Every thriving API program leverages the elements from business and technology equally. Alignment of business and technology strategy, the synergy between business and technical teams, and adaptability to the changes coming from either business or technology are fundamental characteristics of such an environment. Asanka Abeysinghe, WSO2, Chief Technology Evangelist will look at four areas, federation and business models, moving to the cloud, polyglot and heterogeneous approach, and modernizing development during this talk. He will also share real-world examples based on his involvement in numerous success stories.

Polling-based APIs or the #RESTfulAPIs were the main building blocks of traditional integration stories. But with the need to respond to events in real-time, integration architecture has shifted from being polling-based to event-driven. With the emergence of reactive event-driven architecture, the asynchronous APIs were able to hold their distinct position in modern-day integrations. Even though the event-driven APIs provide their own advantages such as high resiliency, high responsiveness, and more, management of #asynchronousAPIs continues to be a challenge to the organizations.

✅ A quick overview of Xray Test Management - cutting-edge test management app for Jira. 🚀 Xray is the leading Quality Assurance and Test Management app for Jira. More than 4.5 million testers, developers and QA managers trust Xray to manage 100+ million test cases each month. Xray is a mission-critical tool at over 5,000 companies in 70 countries, including 137 of the Global 500 like BMW, Samsung and Airbus.

In this Kongcast episode, Scott Lowe, principal field engineer at Kong, takes us back to basics by answering what a service mesh does and when to use a service mesh, among other common mesh-related questions.