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cs.AI2025
SnapStream: Efficient Long Sequence Decoding on Dataflow Accelerators
Jonathan Li, Nasim Farahini, Evgenii Iuliugin +19
The proliferation of 100B+ parameter Large Language Models (LLMs) with 100k+ context length support have resulted in increasing demands for on-chip memory to support large KV cache…
cs.AI2025
Equity-Aware Geospatial AI for Forecasting Demand-Driven Hospital Locations in Germany
Piyush Pant, Marcellius William Suntoro, Ayesha Siddiqua +2
This paper presents EA-GeoAI, an integrated framework for demand forecasting and equitable hospital planning in Germany through 2030. We combine district-level demographic shifts,…