2 papers
cs.NI2026
ScaleAcross: Designing Multi-Data-Center Infrastructure for Geo-Distributed AI Training
Naved Inam, Aryan Alpesh Bhavsar, Masabattula Teja Nikhil +1
The rapid growth of AI models and increasing data sovereignty requirements are driving the transition toward geo-distributed AI training across multiple data centers. Such deployme…
cs.LG2025
Efficient Adaptive Federated Optimization
Su Hyeong Lee, Sidharth Sharma, Manzil Zaheer +1
Adaptive optimization is critical in federated learning, where enabling adaptivity on both the server and client sides has proven essential for achieving optimal performance. Howev…