The Essential Criteria of Graph Databases
- 1st Edition - January 16, 2024
- Imprint: Elsevier
- Author: Ricky Sun
- Language: English
- Paperback ISBN:9 7 8 - 0 - 4 4 3 - 1 4 1 6 2 - 1
- eBook ISBN:9 7 8 - 0 - 4 4 3 - 1 4 1 6 3 - 8
The Essential Criteria of Graph Databases collects several truly innovative graph applications in asset-liability and liquidity risk management to spark readers’ interest and fu… Read more
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Request a sales quoteThe Essential Criteria of Graph Databases collects several truly innovative graph applications in asset-liability and liquidity risk management to spark readers’ interest and further broaden the reach and applicable domains of graph systems. Although AI has incredible potential, it has three weak links: 1. Blackbox, lack of explainability, 2. Silos, slews of siloed systems across the AI ecosystem, 3. Low-performance, as most of ML/DL based AI systems are SLOW. Hence, fixing these problems paves the road to strong and effective AI.
- Presents updates on the essential criteria of graph database(s) and how they are quite different from traditional relational database or other types of NoSQL DBMS or any of those big-data frameworks (i.e., Hadoop, Spark, etc.)
- Clearly points out the key criteria that readers should pay attention to
- Teaches users how to avoid common mistakes and how to get hands-on with system architecture design, benchmarking or selection of an appropriate graph platform/vendor-system
IT architects/Database designers/DBAs, Computer engineers/Programmers, Business Decision Makers/CXOs, College and Graduate Students, Anyone who is interested in new(er)/disruptive technologies and solutions
- Cover image
- Title page
- Table of Contents
- Copyright
- Chapter 1 History of graph computing and graph databases
- Abstract
- 1.1 What exactly is a graph?
- 1.2 The evolution of big data and database technologies
- 1.3 Graph computing in the Internet of things (IoT) era
- Chapter 2 Graph database basics and principles
- Abstract
- 2.1 Graph computing
- 2.2 Graph storage
- 2.3 Evolution of graph query language
- Chapter 3 Graph database architecture design
- Abstract
- 3.1 High-performance graph storage architecture
- 3.2 High-performance graph computing architecture
- 3.3 Graph query and analysis framework design
- Chapter 4 Graph algorithms
- Abstract
- 4.1 Degree
- 4.2 Centrality
- 4.3 Similarity
- 4.4 Connectivity calculation
- 4.5 Ranking
- 4.6 Propagation computing
- 4.7 Community computing
- 4.8 Graph embedding computing
- 4.9 Graph algorithms and interpretability
- Chapter 5 Scalable graphs
- Abstract
- 5.1 Scalable graph database design
- 5.2 Highly available distributed architecture design
- Chapter 6 A world empowered by graphs
- Abstract
- 6.1 Real-time business decision-making and intelligence
- 6.2 Ultimate beneficiary owner
- 6.3 Fraud detection
- 6.4 Knowledge graph and AML
- 6.5 Asset and liability management and liquidity management
- 6.6 Interconnected risk identification and measurement
- Chapter 7 Planning, benchmarking and optimization of graph systems
- Abstract
- 7.1 Planning your graph system
- 7.2 Benchmarking graph systems
- Index
- Edition: 1
- Published: January 16, 2024
- Imprint: Elsevier
- No. of pages: 396
- Language: English
- Paperback ISBN: 9780443141621
- eBook ISBN: 9780443141638
RS
Ricky Sun
Mr. Ricky Sun is a serial entrepreneur, world-class high-performance storage and computing system expert; he started his career in the heart of Silicon Valley with his professor a year before his graduation from Santa Clara University. Over the past 20+ years, he went through 3 M&A, while Ultipa is his 4th venture. Ricky was formally CTO of EMC Asia R&D center, managing director of EMC Labs China, Chief architect of Splashtop, a Pre-IPO unicorn startup that builds real-time operating system Splasthop OS which directly inspired Google's Chrome OS, and real-time remote desktop SaaS products. Ricky was also the CEO of Allhistory the first ever knowledge-graph powered high-dimensional causality search engine and highly visualized knowledge-base (now part of iHuman, a publicly traded online education services company).
Ricky launched Ultipa with the belief and aim that computing should be 1st class citizen just as storage is, and real-time graph database is the ultimate form of database that empowers smart enterprise with graph augmented intelligence. Ricky has been a long-time antique china (pun-intended) collector and is a committee member of Harvard Arts Museums Asian Arts Curatorial Committee. Ricky is the holder of more than 50 U.S/CN patents, and author of 9 books including The 99 Points for Launching High-Tech Business, The Essential Criteria of Cloud Computing and Big Data, The Programmer’s Survival Handbook, The Software Defined Data Center, etc. Ricky graduated from SCU, majored in MSCE with distinction, and BSCS from Tsinghua University
Affiliations and expertise
Founder of Ultipa, China Machine Press, Huazhang Co., Xicheng District, Beijing, ChinaRead The Essential Criteria of Graph Databases on ScienceDirect