2 papers
cs.OS2019
Data Centers Job Scheduling with Deep Reinforcement Learning
Sisheng Liang, Zhou Yang, Fang Jin +1
Efficient job scheduling on data centers under heterogeneous complexity is crucial but challenging since it involves the allocation of multi-dimensional resources over time and spa…
cs.LG2018
A Multi-variable Stacked Long-Short Term Memory Network for Wind Speed Forecasting
Sisheng Liang, Long Nguyen, Fang Jin
Precisely forecasting wind speed is essential for wind power producers and grid operators. However, this task is challenging due to the stochasticity of wind speed. To accurately p…