streamingflowing
Streamingflowing is a conceptual framework for real-time data processing that merges streaming semantics with flow-based programming. In this approach, data items enter a system as streams and move through a network of interconnected operators arranged as a flow graph. Each operator performs a transformation, filter, aggregation, or enrichment, and streams carry timestamps to preserve order.
The computation is modeled as a graph where edges represent streams and nodes represent stateless or stateful
State management and fault tolerance are central concerns. Operators may maintain local state that persists across
Relation to other paradigms is a key aspect. Streamingflowing borrows from flow-based programming, stream processing, and
Applications span several domains. Real-time analytics, monitoring and control in Internet of Things networks, fraud detection,
Challenges include managing system complexity, debugging distributed flow graphs, selecting appropriate windowing and timing strategies, and