StreamIngest Pro

Batch/stream integrated real-time data access and buffering

Product category: Streaming Ingest

Applicable platforms: Kafka/Pulsar, Docker, K8s

Technical affiliation: Exactly-once, Backpressure

Programming language affiliation: Java, Go, Python

Tags: #Streaming #RealTime Product

Type: Streaming Ingest

StreamIngest Pro provides a high-reliability, high-throughput access and buffering layer for real-time scenarios. Technically, it adopts event time (Event-time) watermark, out-of-order reordering, idempotent writing, and backpressure control to maintain stable latency under jitter and burst traffic. For time series models, it can reorganize out-of-order data and generate stable windows; for multimodal models, it provides parallel channels for binary large objects (such as images, audio) and structured events; for decision models, it provides short-term cache and replayable queues, facilitating online learning or policy evaluation. It integrates dead letter queues, replay strategies, latency/throughput/error rate metrics exported to Prometheus/Grafana, and can be quickly deployed via Helm Chart in engineering. StreamIngest lets "online features" and "online inference" consume fresh and consistent data. 

 

Delivery method: Instant digital download after purchase
License: Single-user commercial license
Usage limit: One-time use
Support: Technical documentation provided in the delivery file; no human technical support included