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1st HotEdge 2018: Boston, MA, USA
- Irfan Ahmad, Swaminathan Sundararaman:
USENIX Workshop on Hot Topics in Edge Computing, HotEdge 2018, Boston, MA, July 10, 2018. USENIX Association 2018
Learning @ the Edge
- Xingzhou Zhang, Yifan Wang, Weisong Shi:
pCAMP: Performance Comparison of Machine Learning Packages on the Edges. - Zeyi Tao, Qun Li:
eSGD: Communication Efficient Distributed Deep Learning on the Edge. - Samuel S. Ogden, Tian Guo:
MODI: Mobile Deep Inference Made Efficient by Edge Computing. - Nisha Talagala, Swaminathan Sundararaman, Vinay Sridhar, Dulcardo Arteaga, Qianmei Luo, Sriram Subramanian, Sindhu Ghanta, Lior Khermosh, Drew S. Roselli:
ECO: Harmonizing Edge and Cloud with ML/DL Orchestration. - Arun Ravindran, Anjus George:
An Edge Datastore Architecture For Latency-Critical Distributed Machine Vision Applications.
Security, Consistency, and Privacy
- Ketan Bhardwaj, Joaquin Chung Miranda, Ada Gavrilovska:
Towards IoT-DDoS Prevention Using Edge Computing. - A Privacy-Preserving Deep Learning Approach for Face Recognition with Edge Computing.
- SafeShareRide: Edge-based Attack Detection in Ridesharing Services.
- Seyed Hossein Mortazavi, Bharath Balasubramanian, Eyal de Lara, Shankaranarayanan Puzhavakath Narayanan:
Toward Session Consistency for the Edge. - Zijiang Hao, Shanhe Yi, Qun Li:
EdgeCons: Achieving Efficient Consensus in Edge Computing Networks.
Infrastructure for Edge Computing
- Chi-Yu Li, Hsueh-Yang Liu, Po-Hao Huang, Hsu-Tung Chien, Guan-Hua Tu, Pei-Yuan Hong, Ying-Dar Lin:
Mobile Edge Computing Platform Deployment in 4G LTE Networks: A Middlebox Approach. - Christopher Meiklejohn, Heather Miller, Zeeshan Lakhani:
Towards a Solution to the Red Wedding Problem. - Youdong Chen, Qiangguo Feng, Weisong Shi:
An Industrial Robot System Based on Edge Computing: An Early Experience. - Ronan-Alexandre Cherrueau, Adrien Lebre, Dimitri Pertin, Fetahi Wuhib, João Monteiro Soares:
Edge Computing Resource Management System: a Critical Building Block! Initiating the debate via OpenStack. - Madhumita Bharde, Annmary Justine K, Suparna Bhattacharya, Dileep Deepa Shree:
Store-Edge RippleStream: Versatile Infrastructure for IoT Data Transfer.
Potpourri
- Shizhe Zang, Wei Bao, Phee Lep Yeoh, Branka Vucetic, Yonghui Li:
Paying Less for More? Combo Plans for Edge-Computing Services. - Tim Süß, Tunahan Kaya, Markus Mäsker, André Brinkmann:
Deduplication Analyses of Multimedia System Images. - Srikumar Venugopal, Michele Gazzetti, Yiannis Gkoufas, Kostas Katrinis:
Shadow Puppets: Cloud-level Accurate AI Inference at the Speed and Economy of Edge. - Ioannis Psaras, Onur Ascigil, Sergi Rene, George Pavlou, Alexander Afanasyev, Lixia Zhang:
Mobile Data Repositories at the Edge. - Harshit Gupta, Zhuangdi Xu, Umakishore Ramachandran:
DataFog: Towards a Holistic Data Management Platform for the IoT Age at the Network Edge. - Saman Biookaghazadeh, Ming Zhao, Fengbo Ren:
Are FPGAs Suitable for Edge Computing?
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