Graphs at your fingertips: managing and summarizing big graphs
Abstract
It is proposed to systematically develop the principles, methodologies, and algorithms of graph management and summarization for real-world large scale, heterogeneous, and dynamic graphs. By sparsifying, aggregating, and sketching graphs into concise, structure-enriched, and quality-enhancing summaries, we make big graphs of petabytes, exabytes, and beyond succinct to understand, intuitive to explore, and amenable to scalable computation towards a long-termgoal of widespread deployment of networked systems across widely varying application domains.
Document Details
- Document Type
- DoD Grant Award
- Publication Date
- Apr 09, 2018
- Source ID
- FA95501810106
Entities
People
- Peixiang Zhao
Organizations
- Air Force Office of Scientific Research
- Florida State University
- United States Air Force