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media processing

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Rare Earth Juejin Tech Community
Rare Earth Juejin Tech Community
Dec 18, 2024 · Artificial Intelligence

Personalized Video Streaming and Playback Technology: Methods, Architecture, and Optimization

This article presents a comprehensive study of personalized short‑video streaming and playback, detailing the limitations of traditional audio‑video pipelines, introducing a decision‑theoretic framework that models user, item, and context features, and describing system components such as personalized streaming, quality scheduling, on‑demand delivery, user‑item aware encoding, and resource allocation, all validated through extensive online experiments that demonstrate significant business and performance gains.

CDN optimizationContent DeliveryVideo Encoding
0 likes · 52 min read
Personalized Video Streaming and Playback Technology: Methods, Architecture, and Optimization
Bilibili Tech
Bilibili Tech
Dec 3, 2024 · Frontend Development

Design and Implementation of a WASM Demuxer for WebCodecs Video Frame Extraction

The project extracts FFmpeg’s demuxing logic into a lightweight WebAssembly module that feeds container‑agnostic video packets to WebCodecs, enabling fast, low‑cost frame extraction across many formats and cutting cover‑generation latency by ~40% while reducing container‑related failures by ~72%.

FFmpegVideo DemuxingWebAssembly
0 likes · 11 min read
Design and Implementation of a WASM Demuxer for WebCodecs Video Frame Extraction
Bilibili Tech
Bilibili Tech
Oct 17, 2023 · Artificial Intelligence

Design and Implementation of Bilibili Video Template System

The Bilibili video template system combines theme‑based editing, a layered architecture, and a cross‑platform Protobuf protocol to enable PGC and UGC creators to produce, review, distribute, and consume richly‑featured videos with standardized media formats, modular plugins, AI integration, and robust quality assurance.

AI integrationProtobufcomponentization
0 likes · 20 min read
Design and Implementation of Bilibili Video Template System
OPPO Kernel Craftsman
OPPO Kernel Craftsman
Apr 14, 2023 · Fundamentals

Pipeline Domain Design in Multimedia Frameworks: Concepts, Comparative Analysis, and Implementation

The article defines pipeline domain design concepts, compares major multimedia frameworks such as FFmpeg, GStreamer, MediaPipe and AVPipeline, and demonstrates a configurable, extensible node‑based architecture that enables fast plugin integration and adaptable audio‑video pipelines across diverse business scenarios and platforms.

AIGStreamerframework
0 likes · 39 min read
Pipeline Domain Design in Multimedia Frameworks: Concepts, Comparative Analysis, and Implementation
Kuaishou Tech
Kuaishou Tech
Mar 1, 2022 · Artificial Intelligence

Quality Sound and Vision: Enhancing Video and Audio Experience with AI

The article details the development of '质臻影音' technology by Kuaishou's audio-visual team, which uses AI algorithms to restore classic films and enhance video quality through techniques like super-resolution, noise reduction, and adaptive processing strategies.

AI in video enhancementKuaishou technologySuper-Resolution
0 likes · 9 min read
Quality Sound and Vision: Enhancing Video and Audio Experience with AI
Kuaishou Tech
Kuaishou Tech
Dec 3, 2021 · Backend Development

Evolution of Kuaishou's Video Infrastructure: Architecture, Fine‑grained Operations, and Infrastructure Promotion

This talk outlines the evolution of Kuaishou's video infrastructure—from its early service‑oriented design through workflow‑engine and FaaS upgrades, to fine‑grained ROI‑driven resource management and infrastructure promotion, highlighting lessons shared with Netflix and Facebook and future functional‑declaration directions.

AI predictionbackend architecturecloud computing
0 likes · 16 min read
Evolution of Kuaishou's Video Infrastructure: Architecture, Fine‑grained Operations, and Infrastructure Promotion
Kuaishou Audio & Video Technology
Kuaishou Audio & Video Technology
Nov 25, 2021 · Backend Development

How Kuaishou Delivered Ultra‑HD Video for Jackie Chan’s Short‑Video Debut

Kuashou’s audio‑video team built a custom short‑video transcoding tier that combines AI‑driven enhancement, aggressive compression and a specialized delivery strategy to meet billions of viewers’ high‑quality expectations for Jackie Chan’s debut, showcasing rapid cross‑team collaboration and advanced video processing techniques.

Kuaishoubackend engineeringmedia processing
0 likes · 8 min read
How Kuaishou Delivered Ultra‑HD Video for Jackie Chan’s Short‑Video Debut
Top Architect
Top Architect
Apr 11, 2021 · Cloud Native

Netflix Cosmos: A Cloud‑Native Platform Combining Microservices, Workflows, and Serverless

Netflix’s Cosmos platform, introduced in 2021, unifies microservice principles with asynchronous workflows and serverless execution to handle resource‑intensive media processing, offering observability, modularity, productivity tools, and a managed delivery pipeline that scales from tens of thousands to millions of CPU cores.

cloud nativemedia processingmicroservices
0 likes · 16 min read
Netflix Cosmos: A Cloud‑Native Platform Combining Microservices, Workflows, and Serverless
360 Tech Engineering
360 Tech Engineering
Jan 25, 2021 · Mobile Development

Guide to Mobile Video Editing SDK Architecture, Concepts, and Performance Optimization

This article presents a comprehensive guide on mobile video editing, covering the historical background of montage, fundamental editing concepts, the component structure of a video editing SDK, detailed performance‑optimisation techniques, compatibility handling, and future directions such as AI‑driven and cloud‑assisted workflows.

SDKVideo Editingarchitecture
0 likes · 12 min read
Guide to Mobile Video Editing SDK Architecture, Concepts, and Performance Optimization
Tencent Cloud Developer
Tencent Cloud Developer
Apr 15, 2020 · Cloud Computing

Building Community Features with Tencent Cloud: COS, CI, MPS, and CDN Solutions

This guide shows how to build community and feed‑stream features on Tencent Cloud by combining COS for scalable media storage, CI for image processing and anti‑hotlinking, MPS for video transcoding and moderation, and CDN for fast global delivery, all configured via URL parameters.

COSCloud InfiniteContent Delivery
0 likes · 13 min read
Building Community Features with Tencent Cloud: COS, CI, MPS, and CDN Solutions
Tencent Cloud Developer
Tencent Cloud Developer
Jul 12, 2019 · Artificial Intelligence

AI-Powered Video Intelligence: Architecture, Optimization, and Application Scenarios

Tencent Cloud experts showcased their AI‑powered video intelligence platform Zhimo, detailing its four‑layer architecture, scene‑aware retrieval, context‑adjusted thresholds, voice‑activity detection, efficient frame filtering, and flexible public‑or private‑cloud deployment, while highlighting applications such as media asset search, content moderation, real‑time subtitles, and automated clip generation.

AI video analysisCloud AIcontent moderation
0 likes · 13 min read
AI-Powered Video Intelligence: Architecture, Optimization, and Application Scenarios
Youku Technology
Youku Technology
Nov 5, 2018 · Artificial Intelligence

Intelligent Interactive Practices for Multimedia Live Streaming: Insights from Taobao Live

The talk outlines Taobao Live’s rapid growth and three‑layer interactive architecture—dynamic AI‑driven marketing tools, human‑computer interaction features such as facial and gesture recognition, and intelligent operations that score fan intimacy—to deliver low‑latency, AI‑enhanced streaming with innovations like virtual backgrounds, product recognition, and an automated live‑assistant.

Interactive AILive StreamingReal-time Communication
0 likes · 9 min read
Intelligent Interactive Practices for Multimedia Live Streaming: Insights from Taobao Live
360 Tech Engineering
360 Tech Engineering
Jul 9, 2018 · Fundamentals

Fundamentals of Audio and Video: Basics, Encoding, Processing, and Real‑Time Communication

This technical sharing session by a senior audio‑video engineer from 360 Video Cloud explains core concepts of video and audio, their encoding pipelines, media processing techniques, streaming protocols, and the challenges and key technologies behind real‑time communication (RTC).

AudioRTCStreaming
0 likes · 8 min read
Fundamentals of Audio and Video: Basics, Encoding, Processing, and Real‑Time Communication
Architects' Tech Alliance
Architects' Tech Alliance
Aug 10, 2017 · Cloud Computing

Overview of Alibaba Cloud CDN Live Streaming Architecture and Key Technologies

This article explains the fundamentals of video streaming, media transcoding, and CDN technologies, then details Alibaba Cloud's live streaming architecture—including capture, preprocessing, encoding, push‑stream, transcoding, distribution, and client playback—along with business functions, monitoring, and typical application scenarios.

Alibaba CloudLive Streamingcdn
0 likes · 13 min read
Overview of Alibaba Cloud CDN Live Streaming Architecture and Key Technologies