Singularity: Planet-Scale, Preemptive and Elastic Scheduling of AI Workloads.
Dharma ShuklaMuthian SivathanuSrinidhi ViswanathaBhargav S. GulavaniRimma NehmeAmey AgrawalChen ChenNipun KwatraRamachandran RamjeePankaj SharmaAtul KatiyarVipul ModiVaibhav SharmaAbhishek SinghShreshth SinghalKaustubh WelankarLu XunRavi AnupindiKarthik ElangovanHasibur RahmanZhou LinRahul SeetharamanCheng XuEddie AilijiangSuresh KrishnappaMark RussinovichPublished in: CoRR (2022)
Keyphrases
- scheduling problem
- scheduling algorithm
- scale space
- artificial intelligence
- machine learning
- database systems
- knowledge based systems
- response time
- expert systems
- processing times
- ai community
- single machine
- knowledge representation
- intelligent systems
- lower bound
- case based reasoning
- knowledge representation and reasoning
- ai systems
- round robin
- preventive maintenance
- computational intelligence
- database
- flowshop
- lecture notes in artificial intelligence
- real time database systems
- elastic matching