Confluent vs. Oracle Cloud Infrastructure Streaming vs. Python vs. TimeMachine Comparison Chart

Streaming service is a real-time, serverless, Apache Kafka-compatible event streaming platform for developers and data scientists. Streaming is tightly integrated with Oracle Cloud Infrastructure (OCI), Database, GoldenGate, and Integration Cloud. The service also provides out-of-the-box integrations for hundreds of third-party products across categories such as DevOps, databases, big data, and SaaS applications. Data engineers can easily set up and operate big data pipelines. Oracle handles all infrastructure and platform management for event streaming, including provisioning, scaling, and security patching. With the help of consumer groups, Streaming can provide state management for thousands of consumers. This helps developers easily build applications at scale.

The TimeMachine debugging suite extends the range of Green Hills Software’s popular MULTI integrated development environment (IDE) by providing a window into the complex interactions in software that can result in bugs, performance problems, and testing nightmares. By presenting this information in easy-to-understand displays, TimeMachine enables developers to quickly navigate through trace data and produce better code in less time. With TimeMachine you can debug both forward and backward in time, making it easier to find even the hardest time. Make your software run faster than you thought possible by examining program execution history to find previously unknown bottlenecks. Accelerate debugging by stepping backward a single step at a time into functions you've already stepped over. Leverage gigabytes of execution history to verify that your program has been fully tested.