Robust coreset construction for distributed machine learningHanlin LuMing Ju Liet al.2019GLOBECOM 2019
Adaptive Federated Learning in Resource Constrained Edge Computing SystemsShiqiang WangTiffany Tuoret al.2019IEEE J-SAC
Dynamic Service Migration in Mobile Edge Computing Based on Markov Decision ProcessShiqiang WangRahul Urgaonkaret al.2019IEEE/ACM TON
On data summarization for machine learning in multi-organization federationsBongjun KoShiqiang Wanget al.2019SMARTCOMP 2019
Service Placement with Provable Guarantees in Heterogeneous Edge Computing SystemsStephen PasterisShiqiang Wanget al.2019INFOCOM 2019
Looking Glass of NFV: Inferring the Structure and State of NFV Network from External ObservationsYilei LinTing Heet al.2019INFOCOM 2019
When Edge Meets Learning: Adaptive Control for Resource-Constrained Distributed Machine LearningShiqiang WangTiffany Tuoret al.2018INFOCOM 2018
It's hard to share: Joint service placement and request scheduling in edge clouds with sharable and non-sharable resourcesTing HeHana Khamfroushet al.2018ICDCS 2018
Proactive Retention-Aware Caching with Multi-Path Routing for Wireless Edge NetworksSamta ShuklaOnkar Bhardwajet al.2018IEEE J-SAC