Is Systematic Data Sharding able to Stabilize Asynchronous Parameter Server Training?
Nikodimos ProvatasIoannis KonstantinouNectarios KozirisPublished in: IEEE BigData (2021)
Keyphrases
- data sets
- data processing
- data collection
- data analysis
- database
- knowledge discovery
- data points
- continuous media
- original data
- raw data
- data sources
- data structure
- data mining
- small number
- synthetic data
- data quality
- neural network
- image data
- hidden markov models
- data streams
- training samples
- sensor data
- data objects
- client server
- complex data