Real-time Streaming

Architecture and Beyond

Jun 8, 2025 · Frontend Development

Why Server‑Sent Events (SSE) Power Real‑Time Typing Effects in AI Chat Apps

Server‑Sent Events (SSE) offer a lightweight, HTTP‑native solution for real‑time, one‑way streaming, making them ideal for AI chat applications that need a typewriter‑style response, with advantages over WebSockets such as easy implementation, automatic reconnection, broad compatibility, and simple debugging.

JavaScriptPythonReal-time Streaming

0 likes · 13 min read

Why Server‑Sent Events (SSE) Power Real‑Time Typing Effects in AI Chat Apps

Spring Full-Stack Practical Cases

Mar 18, 2025 · Backend Development

Master Streaming Responses in Spring Boot 3: Real‑World Cases & Code

This article introduces Spring Boot 3’s StreamingResponseBody, explains its benefits for high‑concurrency scenarios, and provides three hands‑on examples—large file download, real‑time data streaming, and dynamic CSV export—complete with full Java code and practical tips for efficient backend development.

CSV ExportReal-time StreamingSpring Boot

0 likes · 8 min read

Master Streaming Responses in Spring Boot 3: Real‑World Cases & Code

Baidu Tech Salon

Mar 6, 2025 · Big Data

Real-Time Anti-Fraud Streaming System Based on Flink: Architecture, Challenges, and Optimizations

The article describes a Flink‑based real‑time anti‑fraud streaming system that combines a risk‑control platform, configurable YAML‑driven pipelines, and optimized state handling—using early event‑time triggers, micro‑batch caching, and coarse‑grained key reduction—to compute multi‑dimensional features, support rapid strategy updates, simulation filtering, and seamless output to ClickHouse, Hive, and Redis for both instant monitoring and offline analysis.

Big DataConfigurationReal-time Streaming

0 likes · 26 min read

Real-Time Anti-Fraud Streaming System Based on Flink: Architecture, Challenges, and Optimizations

Baidu Geek Talk

Mar 3, 2025 · Big Data

Real-Time Anti-Cheat Streaming System Based on Flink: Architecture, Challenges, and Solutions

The article details a Flink‑based real‑time anti‑cheat streaming architecture that combines tumbling, sliding and session windows with early triggers, batch state updates cached in memory, coarse‑grained key reduction, and YAML‑driven strategy configuration to deliver millisecond‑level detection, seamless integration with ClickHouse, Hive, Redis and message queues, and self‑service analytics, achieving high throughput, low latency, and robust stability for large‑scale risk control.

Big DataPerformance OptimizationReal-time Streaming

0 likes · 25 min read

Real-Time Anti-Cheat Streaming System Based on Flink: Architecture, Challenges, and Solutions

Java Architecture Diary

Mar 3, 2025 · Frontend Development

Boost Real-Time AI Streams in the Browser with fetch-event-source

This article explains how Server‑Sent Events (SSE) work, outlines the limitations of the native EventSource API, and demonstrates how the fetch‑event‑source library enhances SSE with POST support, custom headers, retry strategies, and visibility handling, enabling efficient real‑time AI data streams in modern web front‑ends.

AIFrontendJavaScript

0 likes · 6 min read

Boost Real-Time AI Streams in the Browser with fetch-event-source

JD Retail Technology

Oct 31, 2024 · Big Data

JDQ Kafka Bandwidth Throttling Architecture and Optimization

This article presents an in‑depth analysis of Kafka's native throttling mechanisms, identifies their limitations in large‑scale e‑commerce scenarios, and introduces JDQ's multi‑dimensional, dynamic throttling architecture that ensures stable throughput and priority‑aware bandwidth management across broker failures and traffic spikes.

Distributed SystemsJDQKafka

0 likes · 17 min read

JDQ Kafka Bandwidth Throttling Architecture and Optimization

Top Architect

Aug 10, 2024 · Big Data

Design and Implementation of a Scalable Real-Time Log Monitoring Platform at Baidu

This article introduces Baidu's log platform that handles billions of daily events, explains UBC logging concepts and monitoring requirements, and details a low‑cost, high‑accuracy architecture using real‑time streaming, dimension mapping, watermarking, and time‑window aggregation to achieve reliable, scalable event monitoring.

Big DataData PipelineReal-time Streaming

0 likes · 14 min read

Design and Implementation of a Scalable Real-Time Log Monitoring Platform at Baidu

iQIYI Technical Product Team

Jul 5, 2024 · Big Data

RiskFactor: An Integrated Real‑Time and Offline Feature Platform for Risk Control

RiskFactor unifies iQIYI’s legacy real‑time and offline feature platforms onto Opal’s DAG‑plus‑SQL engine, accelerating feature production fifteen‑fold, cutting latency from hours to minutes, streamlining development, lowering costs, and delivering more reliable, versioned risk‑control capabilities against sophisticated online threats.

Big DataDAGReal-time Streaming

0 likes · 14 min read

RiskFactor: An Integrated Real‑Time and Offline Feature Platform for Risk Control

php中文网 Courses

May 9, 2024 · Backend Development

Real-Time Camera Monitoring with PHP

This tutorial explains how to set up a real‑time camera monitoring system using PHP, covering hardware connection, required streaming server software, a complete PHP script to fetch and stream video, and instructions for running and security considerations for local environments.

CameraPHPReal-time Streaming

0 likes · 4 min read

Spring Full-Stack Practical Cases

Apr 9, 2024 · Big Data

Build Real-Time MySQL CDC Pipelines with Flink 1.19 and SpringBoot

This guide walks through setting up Flink CDC with MySQL on SpringBoot 2.7, covering binlog configuration, Maven dependencies, Java implementation for real‑time change capture, startup options, a custom Redis sink, and a web UI for monitoring the streaming pipeline.

CDCJavaMySQL

0 likes · 10 min read

Build Real-Time MySQL CDC Pipelines with Flink 1.19 and SpringBoot

Architects Research Society

Jul 16, 2023 · Big Data

Four Innovation Phases of Netflix’s Trillion‑Scale Real‑Time Data Infrastructure

The article chronicles Netflix’s evolution from a failing batch pipeline to a cloud‑native, self‑service streaming platform, detailing four development phases, the technical challenges faced, the stream‑processing patterns introduced, key learnings, and future opportunities for real‑time data and machine‑learning workloads.

Big DataCloud NativeData Platform

0 likes · 30 min read

Four Innovation Phases of Netflix’s Trillion‑Scale Real‑Time Data Infrastructure

Bilibili Tech

Jun 2, 2023 · Artificial Intelligence

AI‑Driven Video Quality Enhancement and Low‑Bitrate High‑Resolution Techniques at Bilibili

Bilibili’s Cloud Multimedia team uses AI‑driven pipelines to cut bandwidth costs while delivering low‑bitrate, high‑quality video, employing a QoE‑based decision engine, real‑time 4K super‑resolution for game streams, low‑rank reconstruction for narrow‑band HD, data‑driven HDR LUTs, and explores diffusion‑based restoration for legacy content.

AIBilibiliReal-time Streaming

0 likes · 27 min read

AI‑Driven Video Quality Enhancement and Low‑Bitrate High‑Resolution Techniques at Bilibili

DataFunTalk

May 4, 2023 · Big Data

Tencent Content Ecosystem Real‑Time Signal System: Architecture, Challenges, and Optimization

This article explains how Tencent builds a trillion‑scale real‑time signal system for its content ecosystem, covering signal applications, data source and processing challenges, a layered architecture with Flink‑based streaming, dynamic topic detection, high‑throughput ID mapping, large‑window calculations, rule‑engine triggering, and future roadmap for scalability and cost reduction.

Big DataData GovernanceReal-time Streaming

0 likes · 17 min read

Tencent Content Ecosystem Real‑Time Signal System: Architecture, Challenges, and Optimization

Alimama Tech

Jan 11, 2023 · Big Data

Dolphin Streaming: Real-Time SQL-Based Data Development Platform for Alibaba Advertising

Dolphin Streaming provides Alibaba’s advertising merchants with a DB‑like, SQL‑driven real‑time data platform built on Flink that abstracts storage and compute, enabling non‑engineers to develop, debug, and deploy streaming feature jobs quickly, boosting query volume, QPS, and revenue.

Big DataData EngineeringDolphin Streaming

0 likes · 13 min read

Dolphin Streaming: Real-Time SQL-Based Data Development Platform for Alibaba Advertising

DataFunTalk

Nov 29, 2022 · Big Data

Summary of Flink Forward Asia 2022: Keynotes, Technical Innovations, and Industry Deployments of Apache Flink

The 2022 Flink Forward Asia conference highlighted Apache Flink’s rapid growth, showcased major technical advances such as upgraded checkpointing, cloud‑native state storage, Hybrid Shuffle, Flink CDC 2.0, and Flink ML 2.0, and presented real‑world deployments from Alibaba, Midea, miHoYo, and Disney.

Apache FlinkBig DataCloud Native

0 likes · 25 min read

Summary of Flink Forward Asia 2022: Keynotes, Technical Innovations, and Industry Deployments of Apache Flink

DaTaobao Tech

Nov 23, 2022 · Big Data

Real-time Log Aggregation and Monitoring with Blink (Flink) on Mobile Endpoints

The article explains how Blink, Alibaba’s optimized Flink variant, uses dynamic tables and streaming‑SQL to ingest mobile telemetry via source tables, compute per‑minute metrics such as API success rates with tumbling windows, and write results to Alibaba Cloud Log Service, enabling real‑time dashboards and extensible use cases like fraud detection.

BlinkData ProcessingReal-time Streaming

0 likes · 10 min read

Real-time Log Aggregation and Monitoring with Blink (Flink) on Mobile Endpoints

Bilibili Tech

Nov 11, 2022 · Backend Development

Real-Time Audio/Video System Architecture and Key Technologies Based on WebRTC

The article surveys the evolution of live streaming toward low‑latency, interactive scenarios and details WebRTC‑based real‑time audio/video system design, covering RTP/UDP transport, FEC and ARQ loss recovery, congestion control, jitter buffering, echo cancellation, edge‑node path optimization, and a multi‑layer architecture with signaling, routing, mixing services for scalable, high‑availability PK deployments.

Audio-VideoLow LatencyMedia Server

0 likes · 16 min read

Real-Time Audio/Video System Architecture and Key Technologies Based on WebRTC

Bilibili Tech

Sep 6, 2022 · Big Data

Lancer: Evolution of Bilibili's Real-Time Streaming Architecture

Lancer, Bilibili’s real‑time streaming backbone, has evolved from a monolithic Flume pipeline to a log‑id‑isolated, Kubernetes‑native architecture where Go edge agents feed synchronous Kafka‑proxied gateways into per‑logid topics processed by dedicated Flink‑SQL jobs, delivering exactly‑once, back‑pressured, highly scalable data ingestion for billions of daily requests.

Big DataData PipelineKafka

0 likes · 29 min read

Lancer: Evolution of Bilibili's Real-Time Streaming Architecture

DataFunTalk

Apr 20, 2022 · Big Data

OpenMLDB Pulsar Connector: A Real‑time Data Integration Guide

This article presents a step‑by‑step tutorial on using the OpenMLDB Pulsar Connector to stream real‑time data from Apache Pulsar into OpenMLDB, covering connector architecture, key features, Docker‑based installation, sink configuration, schema registration, message production, verification queries, and future roadmap details.

Apache PulsarConnectorOpenMLDB

0 likes · 13 min read

OpenMLDB Pulsar Connector: A Real‑time Data Integration Guide

Tencent Cloud Developer

Nov 19, 2021 · Artificial Intelligence

End‑to‑End Breast Cancer Prediction Solution Using Decision Tree on Tencent Cloud AI Platform

This guide details an end‑to‑end breast‑cancer prediction pipeline on Tencent Cloud, covering offline decision‑tree training with TI‑ONE, model packaging as a PMML service, real‑time feature generation via Oceanus and CKafka, and live inference stored in ClickHouse, all within a secure VPC.

AIReal-time StreamingTencent Cloud

0 likes · 19 min read

End‑to‑End Breast Cancer Prediction Solution Using Decision Tree on Tencent Cloud AI Platform