Large-Scale Systems refer to computing or engineered systems composed of many interacting components, such as hardware nodes, software modules, data stores, and users that operate across distributed environments. These systems are designed to handle high workloads or data volumes and are used in domains like cloud infrastructure, distributed services, and complex data processing, where performance, reliability, and coordination are critical.
NEC Laboratories America is heading to San Diego for NeurIPS 2025, where our researchers will present cutting-edge work spanning optimization, AI systems, language modeling, and trustworthy machine learning. multi-agent coordination, scalable training, efficient inference, and techniques for detecting LLM-generated text.