SDRM3: A Dynamic Scheduler for Dynamic Real-time Multi-model ML Workloads.
Seah KimHyoukjun KwonJinook SongJihyuck JoYu-Hsin ChenLiangzhen LaiVikas ChandraPublished in: CoRR (2022)
Keyphrases
- probabilistic model
- real time
- mathematical model
- experimental data
- statistical model
- high level
- theoretical framework
- information systems
- dynamic behavior
- process model
- input data
- formal model
- scheduling algorithm
- simulation model
- parameter estimation
- partial information
- real time systems
- dynamic characteristics
- dynamically updated
- em algorithm
- maximum likelihood
- probability distribution
- cost function
- web services
- decision making
- computer vision
- databases