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Developers and system architects today face a growing demand to enable large language model variants on device. They are facing pressure to support transformer-capable models on constrained devices to ...

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Abstract: Task offloading, as an effective solution, provides low latency and sufficient computing resources for mobile users in the network. However, how to reasonably offload to reduce system ...

Abstract: As an emerging architecture, edge computing enables resource limited terminal devices to offload their computation tasks to edge servers in the vicinity, to efficiently reduce delay and ...

Background Ambulance offload delay, also known as ambulance ramping, is increasingly common in emergency care systems experiencing capacity strain. While such delays may have operational and clinical ...