School of Computer Science, Rocket Force University of Engineering, Xi'an, Shaanxi, China Load imbalance is a major performance bottleneck in training mixture-of-experts (MoE) models, as unbalanced ...

Write an algorithm that generates the routing for a given graph given in the following way : An adjacency list, where the i-th node has a link towards all nodes in adj[i] A target node, that is the ...

MATLAB is a high-performance language and interactive environment used by millions of engineers and scientists worldwide for technical computing, data analysis, algorithm development, and ...

ABSTRACT: This study proposes a decentralized urban traffic optimization approach by integrating Dijkstra’s algorithm with edge computing. The system models road networks as dynamic graphs, using real ...

Deploying LLMs presents challenges, particularly in optimizing efficiency, managing computational costs, and ensuring high-quality performance. LLM routing has emerged as a strategic solution to these ...

Abstract: Wireless sensor networks (WSNs) come under a new domain of networks that are becoming very popular with a huge a large number of military and civilian uses. It comprises a collection of ...

Finding the shortest path in a network is a classical problem, and a variety of search strategies have been proposed to solve it. In this paper, we review traditional approaches for finding shortest ...

Unlock the full InfoQ experience by logging in! Stay updated with your favorite authors and topics, engage with content, and download exclusive resources. Vivek Yadav, an engineering manager from ...

Abstract: With the rapid development of integrated circuits, the number of devices on a single chip has increased dramatically, posing significant challenges to integrated circuit design. Nowadays, ...