KAYTUS Enhances KSManage with Full-Stack O&M Visibility for AI Data Centers

KSManage is designed for next-gen AI data center, with four-level visibility across components, servers and cabinets, ...
Communications of the ACMOpinion

The Golden Rule of Big Memory: Persistence Is Not Harmful

Large-scale applications, such as generative AI, recommendation systems, big data, and HPC systems, require large-capacity ...
Northwestern's McCormick School of Engineering

Adaptive Algorithm Aims to Reduce Kidney Discards and Improve Transplant Access

Developed by Professor Sanjay Mehrotra, the Sliding Scale AdaptiVe Expedited (SAVE) algorithm could improve organ allocation ...

AI Spending: The Biggest Gamble In U.S. History

Market valuations reflect strong optimism for an AI-driven productivity boom, but multiple scenarios are plausible. Read the ...
IEEE

Fully Cooperative MADRL for Energy Efficient Resource Allocation in D2D Communications

Abstract: Device-to-Device (D2D) communication is considered a key technology for improving data transmission rates and reducing energy consumption. To overcome the drawbacks of centralized resource ...
IEEE

Algorithm Design of Reinforcement Learning in Smart Elderly Care Resource Allocation Prediction

Abstract: This paper proposes a dynamic multi-agent reinforcement learning model DMARL-RAP. The algorithm constructs a three-dimensional state space, integrates historical resource data (time series ...