Beyond Throughput and Compression Ratios: Towards High End-to-end Utility of Gradient Compression.
Wenchen HanShay VargaftikMichael MitzenmacherBrad KarpRan Ben BasatPublished in: CoRR (2024)
Keyphrases
- end to end
- compression ratio
- congestion control
- compression algorithm
- image compression
- compression scheme
- data compression
- image quality
- lossless compression
- compression rate
- video compression
- huffman coding
- reconstructed image
- packet loss rate
- lossy compression
- compressed data
- coding method
- compressed images
- response time
- scalable video
- arithmetic coding
- rate allocation
- image processing
- peak signal to noise ratio
- quadtree
- rate distortion
- image data
- entropy coding
- computer vision
- jpeg ls
- bitstream