作者位次 #4/9OSDI 2026Oral· Operating Systems & Distributed Systems
Quota Marketplace: Dynamic Pricing for Efficient Allocation of ML Training Resources
Balasubramanian Sivan · Renato Paes Leme · Mihai Tiuca · Ian McFarlane · Vasilis Gkatzelis · Nehal Mehta · Soheil Hassas Yeganeh · Vahab Mirrokni · Amin Vahdat
摘要
The escalating demand for Machine Learning (ML) training resources in recent years has resulted in a substantial gap between the high demand and the available supply. Efficient allocation of these scarce and expensive resources is crucial for organizations to maximize their return on investment....