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ASE 2020
Mon 21 - Fri 25 September 2020 Melbourne, Australia
Tue 22 Sep 2020 10:45 - 10:50 at Koala - LBR + DS Poster (1) Chair(s): Kevin Lee

Artificial Intelligence (AI) has been widely used in smart systems such as smart health and smart agriculture to enable intelligent services for people and other smart systems. At present, most of the smart systems are based on cloud computing, and massive data generated at the smart end device will need to be transferred to the cloud where AI models are deployed. Therefore, a big challenge for smart system engineers is that cloud based smart systems often face issues such as network congestion and high latency. In recent years, mobile edge computing (MEC) is becoming a promising solution which supports computation-intensive tasks such as deep learning through computation offloading to the servers located at the local network edge. To take full advantage of MEC, an effective collaboration between the end device and the edge server is essential. However, this is a brand new and challenging issue for smart system engineers. In this paper, as an initial investigation, we propose Edge4Sys, a Device-Edge Collaborative Framework for MEC based Smart System. Specifically, we employ the deep learning based user identification process in a MEC-based UAV (Unmanned Aerial Vehicle) delivery system as a case study to demonstrate the effectiveness of the proposed framework which can significantly reduce the network traffic and the response time.

Tue 22 Sep
Times are displayed in time zone: (UTC) Coordinated Universal Time

10:20 - 11:20: LBR + DS Poster (1)Late Breaking Results / Doctoral Symposium at Koala
Chair(s): Kevin LeeDeakin University
10:20 - 10:25
Poster
Efficient Multiplex Symbolic Execution with Adaptive Search Strategy
Late Breaking Results
Tianqi ZhangNational University of Defense Technology, Yufeng ZhangCollege of Information Science and Engineering, Hunan University, Zhenbang ChenCollege of Computer, National University of Defense Technology, Changsha, PR China, Ziqi ShuaiNational University of Defense Technology, Ji WangNational University of Defense Technology
10:25 - 10:30
Poster
Styx: A Data-Oriented Mutation Framework to Improve the Robustness of DNN
Late Breaking Results
Meixi LiuNational University of Defense Technology, Changsha, China, Weijiang HongNational University of Defense Technology, Changsha, China, Weiyu PanNational University of Defense Technology, Changsha, China, Chendong FengCollege of Computer, National University of Defense Technology, Changsha, China, Zhenbang ChenCollege of Computer, National University of Defense Technology, Changsha, PR China, Ji WangNational University of Defense Technology
10:30 - 10:35
Poster
Synthesizing Smart Solving Strategy for Symbolic Execution
Late Breaking Results
Zehua ChenNational University of Defense Technology, Zhenbang ChenCollege of Computer, National University of Defense Technology, Changsha, PR China, Ziqi ShuaiNational University of Defense Technology, Yufeng ZhangCollege of Information Science and Engineering, Hunan University, Weiyu PanNational University of Defense Technology, Changsha, China
10:35 - 10:40
Poster
Privacy Assessment of Android Clipboard
Late Breaking Results
Zach Wei WangThe University of Adelaide, Ruoxi SunThe University of Adelaide, Jason Minhui XueThe University of Adelaide, Damith C. RanasingheThe University of Adelaide
DOI
10:40 - 10:45
Poster
The Symptom, Cause and Repair of Workaround
Late Breaking Results
Daohan SongShanghai Jiao Tong University, Hao ZhongShanghai Jiao Tong University, Li JiaShanghai Jiao Tong University
10:45 - 10:50
Poster
Edge4Sys: A Device-Edge Collaborative Framework for MEC based Smart Systems
Late Breaking Results
Han GaoSchool of Computer Science and Technology, Anhui University, Yi XuSchool of Computer Science and Technology, Anhui University, Xiao LiuSchool of Information Technology, Deakin University, Jia XuSchool of Computer Science and Technology, Anhui University, Tianxiang ChenSchool of Computer Science and Technology, Anhui University, Bowen ZhouSchool of Computer Science and Technology, Anhui University, Rui LiSchool of Information Technology, Deakin University, Xuejun LiSchool of Computer Science and Technology, Anhui University
10:50 - 10:55
Poster
Towards Immersive Comprehension of Software Systems Using Augmented Reality - An Empirical Evaluation
Late Breaking Results
Rohit MehraAccenture Labs, India, Vibhu Saujanya SharmaAccenture Labs, Bangalore, India, Vikrant KaulgudAccenture Labs, India, Sanjay PodderAccenture, Adam P. BurdenAccenture
10:55 - 11:00
Poster
Towards Programming and Verification for Activity-Oriented Smart Home Systems
Late Breaking Results
Xuansong LiSchool of Computer Science and Engineering, Nanjing University of Science and Technology, Wei SongSchool of Computer Science and Engineering, Nanjing University of Science and Technology, Xiangyu ZhangPurdue University, USA
11:00 - 11:05
Talk
Towards Robust Production Machine Learning Systems: Managing Dataset Shift
Doctoral Symposium
Hala AbdelkaderApplied Artificial Intelligence Institute, Deakin University
11:05 - 11:10
Talk
Using Defect Prediction to Improve the Bug Detection Capability of Search-Based Software Testing
Doctoral Symposium
Anjana PereraMonash University
DOI Pre-print