Streaming Platforms
Streaming platforms are cloud-based services that enable real-time data processing and delivery of continuous data streams, such as video, audio, or sensor data, over the internet. They provide infrastructure for ingesting, storing, processing, and distributing data in near real-time, supporting applications like live video broadcasting, IoT monitoring, and financial ticker analysis. Examples include AWS Kinesis, Apache Kafka, and Google Cloud Pub/Sub.
Developers should learn streaming platforms when building applications that require low-latency data processing, such as real-time analytics, live event streaming, or IoT systems, to handle high-throughput data efficiently. They are essential for use cases like fraud detection, social media feeds, and video-on-demand services, where immediate data insights or content delivery are critical.