Nov 26, 2019 · We study an ML broker service that aggregates geo-distributed ML jobs into cloud data centers for volume discounts via dynamic online placement ...
Abstract—Geo-distributed machine learning (ML) often uses large geo-dispersed data collections produced over time to train global.
Abstract—Geo-distributed machine learning (ML) often uses large geo-dispersed data collections produced over time to train global.
We study an ML broker service that aggregates geo-distributed ML jobs into cloud data centers for volume discounts via dynamic online placement and scaling.
Duration: 2:05
Posted: Aug 25, 2020
Posted: Aug 25, 2020
Missing: Brokerage. | Show results with:Brokerage.
Aug 25, 2024 · "Online Placement and Scaling of Geo-distributed Machine Learning Jobs via Volume-discounting Brokerage," in IEEE Transactions on Parallel ...
Online Placement and Scaling of Geo-Distributed Machine Learning Jobs via Volume-Discounting Brokerage. IEEE Trans. Parallel Distributed Syst. 31(4): 948 ...
Online placement and scaling of geo-distributed machine learning jobs via volume-discounting brokerage. X Li, R Zhou, L Jiao, C Wu, Y Deng, Z Li. IEEE ...
Online Placement and Scaling of Geo-Distributed Machine Learning Jobs via Volume-Discounting Brokerage. Article. Nov 2019. Xiaotong Li · Ruiting Zhou · Lei Jiao ...
[PDF] Dynamic Pricing and Placing for Distributed Machine Learning Jobs
www.cs.cuhk.hk › IEEE-JSAC-23
Jul 8, 2023 · Li, “Online place- ment and scaling of geo-distributed machine learning jobs via volume- discounting brokerage,” IEEE Trans. Parallel ...