1 code implementation • 4 Feb 2024 • Daojun Liang, Haixia Zhang, Dongfeng Yuan, Bingzheng Zhang, Minggao Zhang
In this paper, we find that ubiquitous time series (TS) forecasting models are prone to severe overfitting.
no code implementations • 19 Jul 2023 • Qianqian Liu, Haixia Zhang, Xin Zhang, Dongfeng Yuan
Meeting the strict Quality of Service (QoS) requirements of terminals has imposed a signiffcant challenge on Multiaccess Edge Computing (MEC) systems, due to the limited multidimensional resources.
no code implementations • 8 Jul 2023 • Tong Xue, Haixia Zhang, Hui Ding, Dongfeng Yuan
The existing computation and communication (2C) optimization schemes for vehicular edge computing (VEC) networks mainly focus on the physical domain without considering the influence from the social domain.
1 code implementation • 8 Jun 2023 • Daojun Liang, Haixia Zhang, Dongfeng Yuan, Xiaoyan Ma, Dongyang Li, Minggao Zhang
MABO allocates a process to each GPU via a queue mechanism, and then creates multiple trials at a time for asynchronous parallel search, which greatly reduces the search time.