Table of Contents

• 1: Introduction
• 2: Preliminaries
• PART I Vertex-Centric Programming Model
• 3: Vertex-Centric Message Passing (Pregel-like) Systems
• 4: Vertex-Centric Message-Passing Systems Beyond Pregel
• 5: Vertex-Centric Systems with Shared Memory Abstraction
• PART II Beyond Vertex-Centric Programming Model
• 6: Matrix Algebra-Based Systems
• 7: Subgraph-Centric Programming Models
• 8: DBMS-Inspired Systems
• PART III Miscellaneous Issues
• 9: More on Single-Machine Systems
• 10: Hardware-Accelerated Systems
• 11: Temporal and Streaming Graph Analytics
• 12: Conclusions and Future Directions
• Bibliography