Joint Resource Overbooking and Container Scheduling in Edge Computing

Z Tang, F Mou, J Lou, W Jia, Y Wu… - IEEE Transactions on …, 2024 - ieeexplore.ieee.org
Containers have gained popularity in Edge Computing (EC) networks due to their
lightweight and flexible deployment advantage. In resource-constrained EC environments …

Towards Online Reliability-Enhanced Microservice Deployment With Layer Sharing in Edge Computing

Y Shi, Y Yang, C Yi, B Chen… - IEEE Internet of Things …, 2024 - ieeexplore.ieee.org
Container–based microservice provisioning, with its elasticity in terms of the layered
structure, enables the sharing of common layers among different edge computing tasks, both …

VELO: A Vector Database-Assisted Cloud-Edge Collaborative LLM QoS Optimization Framework

Z Yao, Z Tang, J Lou, P Shen, W Jia - arXiv preprint arXiv:2406.13399, 2024 - arxiv.org
The Large Language Model (LLM) has gained significant popularity and is extensively
utilized across various domains. Most LLM deployments occur within cloud data centers …

Low-Latency Layer-Aware Proactive and Passive Container Migration in Meta Computing

M Liu, Y Li, F Mou, Z Tang, J Lou, J Guo… - arXiv preprint arXiv …, 2024 - arxiv.org
Meta computing is a new computing paradigm that aims to efficiently utilize all network
computing resources to provide fault-tolerant, personalized services with strong security and …