Behind the Stream
Streaming Technology
HLS adaptive bitrate streaming via AWS MediaConvert and CloudFront, with live QoE telemetry.

Carson Luke Farr
A CDN implementation demonstrating HLS adaptive bitrate streaming via AWS MediaConvert and CloudFront. Includes real-time QoE analytics, fallback error recovery, and a metadata pipeline mirroring enterprise streaming architectures.
Live Session Telemetry
Captured from hls.js in your browser.
Press play above to start capturing live KPIs from your session.
Transcoding & Encoding Strategy
Adaptive Bitrate Ladder
A context-aware bitrate ladder that adapts to content complexity rather than fixed bitrates.
Codec Selection
Multi-codec approach balancing quality, compatibility, and bandwidth efficiency.
H.264/AVC
Primary codec for maximum device compatibility
H.265/HEVC
For supported devices — 30–50% bitrate savings
AV1
Experimental next-gen efficiency implementation
Encoding Infrastructure
Built on AWS MediaConvert with custom optimization scripts that analyze content characteristics for efficient encoding parameters.
Per-Title Encoding
Dynamic bitrate allocation based on content complexity — up to 40% bandwidth savings while maintaining quality.
Scene-Aware Processing
Adjusts encoding parameters per scene for optimal quality throughout the entire piece.
Parallel Processing
Distributed encoding across multiple instances for 10× faster processing time.