Communication cost reduction using sparse ternary compression and encoding for FedAvg.
Thi Quynh Khanh DinhThanh-Hai TranThi-Lan LePublished in: ICTC (2021)
Keyphrases
- communication cost
- complexity reduction
- sensor networks
- communication overhead
- arithmetic coding
- network size
- data distribution
- fractal image compression
- reduce communication cost
- efficient compression
- processing cost
- low overhead
- compression ratio
- data compression
- sparse representation
- distributed data
- compression scheme
- databases
- low bandwidth
- compression algorithm
- bit rate
- compressive sensing
- image compression
- data availability
- data sets
- image processing
- data analysis
- query processing
- random projections