Systems | Development | Analytics | API | Testing

Data Legends Podcast: Differentiate or Drown: Managing Modern-Day Data

What are the top three mega trends for data leaders this year (and beyond)? In this episode, we tackle cloud data platforms, the five sub disciplines of observability, and real-time machine learning. Listen to our conversation with Kevin Petrie, Vice President of Research at Eckerson Group. Hear the Answers to these Questions: Why a cloud data platform is a common destination with many routes? Which tools to standardize the different classes of observability? How the interrelationship between model observability and ML works?

Interview With Director of Data Science, Michael Chang

For our latest expert interview on our blog, we’ve welcomed the Director of Data Science and Machine Learning at Included, Michael Chang. Michael helps measure and optimize workforce diversity and inclusion efforts through data. Prior to Included, Michael worked in various data capacities at Facebook, Teach for America, Interactive Corp, and eBay. Michael also enjoys teaching and is an adjunct instructor for data science at UCLA Extension and Harvard FAS.

How to Detect Memory Leaks in Java

One of the most important features of Java is the built-in garbage collector (GC), which automates memory management. The GC is capable of handling the majority of memory leak issues because it implicitly handles memory allocation and freeing. While the GC is capable of handling a significant amount of memory, it does not provide a guaranteed solution to memory leaks. The GC is intelligent, but not without flaws. Even with the most attentive developer's applications, memory leaks can occur.

Understanding the new Kubernetes Gateway API vs Ingress

Kubernetes Ingress is one of the most widely used resources across Kubernetes. It helps to expose your applications and services to the outside world. However, the networking landscape in Kubernetes has significantly evolved. Many modern use cases very quickly exposed the limitations of Ingress API. This led to the creation of the Gateway API, a collection of new resources and APIs which improve and will potentially supersede Ingress in the future. What does this mean for you? Join us and learn everything you need to know about what Gateway API brings to the future of Kubernetes networking.

Getting Started With Docker Compose and Speedscale CLI

Observability, introspection, logging, and dependency mapping are critical when building APIs. With the advent of microservice architecture, understanding what happens inside your container is vital during development. Speedscale CLI is a container-centric tool that allows you to monitor inbound and outbound traffic. With Speedscale CLI, you can monitor raw requests, latency, encoding, and detected technologies.