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cs.DC2025
Rethinking Inference Placement for Deep Learning across Edge and Cloud Platforms: A Multi-Objective Optimization Perspective and Future Directions
Zongshun Zhang, Ibrahim Matta
Edge intelligent applications like VR/AR and language model based chatbots have become widespread with the rapid expansion of IoT and mobile devices. However, constrained edge devi…
cs.DC2021
LIBRA: An Economical Hybrid Approach for Cloud Applications with Strict SLAs
Ali Raza, Zongshun Zhang, Nabeel Akhtar +2
Function-as-a-Service (FaaS) has recently emerged to reduce the deployment cost of running cloud applications compared to Infrastructure-as-a-Service (IaaS). FaaS follows a serverl…