activity
20202023
most citedA Meta Reinforcement Learning Approach for Predictive Autoscaling in the Cloud

48 citations · 69 across the 6 of their papers we have counts for

collaborators
Showing 2023Show all

2 papers · 1 filter

cs.DC2023★ 6 cited

Full Scaling Automation for Sustainable Development of Green Data Centers

Shiyu Wang, Yinbo Sun, Xiaoming Shi +5

The rapid rise in cloud computing has resulted in an alarming increase in data centers' carbon emissions, which now accounts for >3% of global greenhouse gas emissions, necessitati…

cs.LG2023★ 1 cited

SLOTH: Structured Learning and Task-based Optimization for Time Series Forecasting on Hierarchies

Fan Zhou, Chen Pan, Lintao Ma +9

Multivariate time series forecasting with hierarchical structure is widely used in real-world applications, e.g., sales predictions for the geographical hierarchy formed by cities,…