Increasing and heterogeneous service demands have led to traffic increase, and load
imbalance challenges among network entities in the Internet of Things (IoT) environments. It …

In data center networks, how to ensure the quality of service (QoS) of traffic effectively has
become an important optimization goal. Traffic classification has been widely studied to …

Cloud computing has emerged as a new cost-efficient technology that provides on-demand
resources over the Internet for users who pay only for their actual use. Load balancing plays …

In the past decade, social media networks have received much attention among ordinary
people, agencies, and research scholars. Twitter is one of the fastest-growing social media …

In this article, we propose a load balancing problem formulation where agents cooperate
with the aim of simultaneously minimizing both the workload disparity among the agents and …

Currently, more studies are focusing on traffic classification in software-defined networks
(SDNs). Accurate classification and selecting the appropriate controller have benefited from …

In the current world of computing, due to tremendous rise of smart devices all over the world
it is difficult to get quick service from the limited servers in the heterogeneous environment …

With the diversification of 5G networks, the accurate classification of network traffic is of great
significance to network management and optimization. Based on the study of classical …

Quality of Service (QoS) is one of the most important parameters to be considered in
computer networking and communication. The traditional network incorporates various …

Recently developed semantic segmentation network architectures include BatchNorm layer
and skip connections. They are outperforming with latest training techniques, but the …