Theta EdgeCloud Architecture Overview
Docs for a distributed edge GPU marketplace for video and AI workloads, describing multi-shard topology and efficiency_score-based job routing across 10k+ edge nodes.
Link
Related resources
- Fastly On-the-Fly Packager (OTFP)Docs for edge just-in-time VOD repackaging from source MP4 into HLS/DASH, with ad-break segmentation, cue injection and start/end clipping.
- Replacing Client-Side JavaScript SDKs with WebAssembly Components at the EdgeFastly engineering post on running WebAssembly components at the CDN edge, a pattern applicable to moving manifest and player-side logic of…
- Using Apache Traffic Control — CDN caching internals (ApacheCon slides)Conference slides on real cache-tier efficiency for video CDNs: volume sizing, cache-key and query-parameter handling, long-tail popularity…
- Apache Traffic Server prefetch plugin — HLS segment prefetchingATS plugin docs for predictive prefetch of HLS segment sequences: next-URI prediction, dual-tier consistent-hash prefetch and lru:n fetch p…
- SVTA Open Caching Specification DocumentsComplete Open Caching spec set covering request routing, CDNi interconnect, logging and relayed token authentication for delegated ISP cach…
- Livepeer: Benchmark Transcoding GuideDocumentation for livepeer_bench, covering real-time segment/duration ratio methodology and tuning concurrent transcode sessions on orchest…
- OCI Media Services Overview (Oracle Cloud)Oracle Cloud docs for Media Flow (transcoding, ABR ladder, transcription) and Media Streams (HLS packaging and CDN origin) media pipelines.
- Norsk (id3as) — Media Server SDK ArchitectureOverview of the Norsk media SDK's architecture: gRPC/Protobuf control plane with OpenTelemetry observability spanning capture, encode, pack…
- ApsaraVideo Media Processing (MPS) Development GuideAlibaba Cloud MPS developer docs covering the job/queue/workflow/template model, Narrowband HD encoding, and APIs like SubmitJobs and AddMe…
- Google Cloud Transcoder API — OverviewConcept documentation for the job/job-template model, ABR ladder configuration and HLS/DASH packaging in Google's managed transcoding servi…
- Velocix CDN Broker ArchitectureArchitecture documentation for mid-session CDN rerouting driven by KPI thresholds, CDN failure and capacity limits in a multi-CDN delivery…
- RICHTER: Hybrid P2P-CDN Live Streaming with Online LearningIEEE paper combining P2P, CDN, edge and NFV resources for live streaming, using a Self-Organizing-Map online learning approach to cut optim…
- Simplifying Multi-CDN Delivery with HLS/DASH Content Steering (SMPTE 2023)SMPTE paper by Yuriy Reznik comparing content steering against other multi-CDN switching approaches, with performance measurements.
- EBU Media eXchange Layer (MXL) — Project PageEBU's official MXL landing page describing the Dynamic Media Facility approach of specifying by implementation for cloud-native live produc…
- MXL — Media eXchange Layer SDK (EBU Dynamic Media Facility)Open source SDK for exchanging uncompressed media grains between processes via shared memory and across hosts via RDMA, targeting software-…