Edge computing has emerged as a promising paradigm for addressing the latency, bandwidth, and scalability challenges associated with traditional cloud-centric architectures. Computation offloading, the process of transferring computational tasks from edge devices to more powerful remote servers or cloud ...
Computation offloading optimization for UAV-assisted mobile edge computing: a deep deterministic policy gradient approach 论文研读 长江大学 计研22级-第十三小组 :苏俊杰,李纯杰,刘洋,徐福源 原文链接:link.springer.com/artic 代码链接 :UAV-DDPG/ddpg_algo.py at main · fangvv/UAV-DDPG · GitHub 0 摘...
Computation offloading is one of the key technologies in Mobile Edge Computing (MEC), which makes up for the deficiencies of mobile devices in terms of storage resource, computing capacity, and energy efficiency. On one hand, computation offloading of task requests not only relieves the communicatio...
C.与PGOA方案的比较 PGOA方案在[13]中被引入,他们研究了多设备多服务器系统的分布式计算卸载策略,并提出了潜在的基于游戏的卸载算法(potential game-base offloading algorithm, PGOA)来解决这一问题。然而,他们提出了一个卸载策略来决定是否应该卸载整个应用程序以减少执行时间。我们的工作考虑了整个应用程序中的子任...
The emergence of 5G has accelerated this process and further increased the demand for computation offloading [22]. To solve this problem, edge computing, as an effective computing paradigm, is widely used in 5G networks for computing offloading. By providing computing and storage resources at the ...
②在这方面,作者提出了一种基于Lyapunov优化的低复杂度动态计算卸载(LODCO)算法。LODCO在每个时隙中做出卸载决策,然后为UE分配CPU周期(如果执行本地执行)或分配传输功率(如果执行计算卸载)。该建议能够完全防止卸载的应用程序被丢弃的情况。 上述文章的缺点:由于快速的电池耗尽在当代网络中构成了重大障碍,因此卸载决策并...
As a promising paradigm, computation offloading technology can offload computing tasks to multi-access edge computing (MEC) servers, which is an appealing choice for resource-constrained terminal devices to reduce their computational effort. However, due to limited resources, one crucial research challeng...
However, to achieve the potential of edge computing, an effective computation offloading scheme is a key issue needed to be addressed, because it determines how efficient the computing resource allocation and the whole network performance are. Toward providing a solution to such an important issue, ...
A survey of multi-access edge computing in 5G and beyond: Fundamentals, technology integration, and state-of-the-art IEEE Access (2020) LinL. et al. Computation offloading toward edge computing Proc. IEEE (2019) PhamQ. et al. Coalitional games for computation offloading in NOMA-enabled multi...
To reduce the delay during offloading, cloudlets will be the right offloading decision to get the task result fast with the minimum delay, and the cloudlet will be in the edge layer that is closest to the edge users. The fog computing will be in the middle layer between the edge layer (...