Earth.com

New algorithm finds the shortest path to any point in record time

A new technique breaks Dijkstra's 70-year-old record: it finds routes faster in huge networks, changing graph theory forever.
IEEE

A Routing Algorithm for Computing Power Network Based on Deep Reinforcement Learning and Graph Neural Networks

Abstract: The computing power network(CPN), as a current research hotspot, aims to provide users with reliable, efficient, and secure computing capabilities. However, research on the routing algorithm ...
Frontiers

AI-Driven Operations in Communication Networks

Artificial Intelligence (AI) and Machine Learning (ML) are transforming communication networks into intelligent, adaptive and autonomous systems. By ...
IEEE

A Neural Network-Assisted GLRT Detection Algorithm for Range-Spread Target

Abstract: The range-spread target detection problem typically faces uncertainty in the number and locations of target scattering centers (TSCs), which severely limits the performance of traditional ...

Which Course Is Known as the Backbone of Computer Science?

Discover why algorithms and data structures form the foundation of contemporary computing. Discover how DS&A spurs innovation ...
Microsoft

Synthesizing Collective Communication Algorithms for Heterogeneous Networks with TACCL

Large ML models and datasets have necessitated the use of multi-GPU systems for distributed model training. To harness the power offered by multi-GPU systems, it is critical to eliminate bottlenecks ...