Oneindia

Beyond Full Mesh: Solving SD-WAN’s Tunnel Sprawl Problem at Scale

Discover how to overcome the SD-WAN tunnel sprawl problem and achieve scalable network designs. Learn from Cisco and Juniper ...
Nature

Solving nonlinear and complex optimal control problems via multi-task artificial neural networks

Optimal control problems are pervasive across numerous disciplines, including engineering, economics, biology, and medicine, where they play a crucial role in optimizing the performance of dynamic ...

Google Cloud and Nokia expand partnership to embed AI agents in network operations

Google Cloud and Nokia expand partnership to add Gemini AI agents to Nokia Assurance Center, cutting troubleshooting 50–80% and costs—learn more now.
Network World

NetOps startup Selector AI wants to solve the network noise problem

Flush with new funding, Selector AI is looking to expand its AI platform, which helps companies reduce network alert noise and optimize infrastructure through data-driven decision making. Back in 2019 ...
Nature

Physics-informed neural networks with hybrid Kolmogorov-Arnold network and augmented Lagrangian function for solving partial differential equations

Physics-informed neural networks (PINNs) have emerged as a fundamental approach within deep learning for the resolution of partial differential equations (PDEs). Nevertheless, conventional multilayer ...
Network World

Predictive analytics help solve intractable problems

This vendor-written tech primer has been edited by Network World to eliminate product promotion, but readers should note it will likely favor the submitter’s approach. A major national retailer ...