CAS President’s International Fellowship Initiative (PIFI) Plan-3
3-Title of the research project: Scaling graph data management technologies
SIAT Host: XU Chengzhong
Iranian Partner: Sadegh Nobari
Plan Duration: 12 months (Visiting Fellow)
They design a framework that enables generation and analysis of gigantic networks, static and dynamic, in a feasible time on a commodity machine. They go through a deep consistence study of the existing well-known generation models in step 1. Then they propose theoretical approaches and practical techniques for scaling the generation process in steps 2 and 3, respectively. Afterwards they compare the generated networks with real-world networks to discover the knowledge underneath in statically generated networks and dynamically generated networks through evolutionary process in steps 4 and 5, respectively. Finally they design privacy models for preserving the privacy of users in real world networks via the knowledge they can gain through comparison of synthetically generated networks and real-world networks.