17 citations · 29 across the 13 of their papers we have counts for
5 papers · 1 filter
Data Correction and Evolution Analysis of the ProgrammableWeb Service Ecosystem
Mingyi Liu, Zhiying Tu, Yeqi Zhu +3
The evolution analysis on Web service ecosystems has become a critical problem as the frequency of service changes on the Internet increases rapidly. Developers need to understand…
DySR: A Dynamic Representation Learning and Aligning based Model for Service Bundle Recommendation
Mingyi Liu, Zhiying Tu, Xiaofei Xu +1
An increasing number and diversity of services are available, which result in significant challenges to effective reuse service during requirement satisfaction. There have been man…
Online Deployment Algorithms for Microservice Systems with Complex Dependencies
Xiang He, Zhiying Tu, Markus Wagner +2
Cloud and edge computing have been widely adopted in many application scenarios. With the increasing demand of fast iteration and complexity of business logic, it is challenging to…
External Service Sensing (ESS): Research Framework, Challenges and Opportunities
Zhongjie Wang, Mingyi Liu, Zhiying Tu +1
The flourish of web-based services gave birth to the research area \textit{services computing}, a rapidly-expanding academic community since nearly 20 years ago. Consensus has been…
Learning Representation over Dynamic Graph using Aggregation-Diffusion Mechanism
Mingyi Liu, Zhiying Tu, Xiaofei Xu +1
Representation learning on graphs that evolve has recently received significant attention due to its wide application scenarios, such as bioinformatics, knowledge graphs, and socia…