EC2-Bench evaluates edge-cloud collaboration for long-horizon LLM agents
Collaboration beat edge-only and cloud-only on performance, resource use, and privacy, while privacy stayed strategy-dependent.
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Stories tagged #edge-cloud
GateDrain: Availability Attacks and Admission-Side Defense for Confidence-Gated Edge-Cloud Inference
GateDrain lowers model confidence to force edge-cloud offload, inflating shared-queue latency for benign users.