From centralised data centers to decentralised AI training: Why algorithms are changing who controls AI

For years, the most powerful artificial intelligence systems have been trained behind closed doors–inside massive data centers owned by a select few technology giants. These facilities concentrate ...
IEEE

DF-SegDiff: A Diffusion Segmentation Model using a New Distributed Parallel Computing Algorithm

Abstract: Brain tumours are among the most life-threatening diseases, and automatic segmentation of brain tumours from medical images is crucial for clinicians to identify and quantify tumour regions ...
GitHub

Distributed Rate Limiter

A production-ready distributed rate limiter supporting five algorithms (Token Bucket, Sliding Window, Fixed Window, Leaky Bucket, and Composite) with Redis backing for high-performance API protection.
IEEE

Adaptive Cruise Control Algorithm for Persistence and Security of Distributed Heterogeneous Vehicle Platoon Based on Discrete-Time Control Barrier Function

Abstract: This paper addresses the persistence and security problem of nonlinear distributed heterogeneous platoons during driving based on the discrete-time control barrier function (DCBF).