Machine Learning

Every thing it is advisable to find out about Graph Databases and Neo4j 📊

July 31, 2024
roosho

Architectural Construction

To know how Neo4j implements its architectural targets usually, we must always take a look at the answer from a extra technical perspective.

Tough overview a couple of typical Neo4j setup [22] (Picture by the writer)

Benefits of Neo4j for software program architects

Now you’ve acquired all that info on graph databases and Neo4j. However, how can that assist you to? Using a graph database can have fast constructive results for you and your work:

  • Excessive efficiency for advanced queries
  • Better flexibility in information modeling
  • Means to deal with unstructured information
  • Improved scalability and availability
  • Simpler integration with different applied sciences
  • Better enterprise agility

Conclusion

Neo4j has gained recognition in fashionable software program structure attributable to its capabilities for dealing with graphs. However at this time, it’s far more than the all-purpose-answer for dealing with graph information.

For at this time’s software program architects, you will need to select specialised databases for sure use circumstances, as a substitute of constructing complete options based mostly round one information backend. That’s particularly legitimate as microservice structure nonetheless continues to be on the rise.

For those who haven’t already, I personally encourage you to discover some take a look at use circumstances to find the ability of graph databases and the way they’ll profit you. Whether or not it’s logistics, finance, healthcare, social media, or e-commerce, graph databases can present insights that conventional databases can not.

[1, 2] Silvescu, Adrian & Caragea, Doina & Atramentov, Anna. (2002). Graph Databases.

[3] DB-Engines Rating of Graph DBMS 2024 https://db-engines.com/en/rating/graph+dbms)

[4] Deutsche Bundesbank (2022, Juli 7). Cost behaviour in Germany in 2021. https://www.bundesbank.de/en/press/press-releases/payment-behaviour-in-germany-in-2021-894120

[5] Leonhardt, M. (2021, June 3). On-line fraud makes an attempt are up 25% within the US — right here’s why. CNBC. https://www.cnbc.com/2021/06/03/why-online-fraud-attempts-are-up-25percent-in-the-us.html

[6] Clark, Nicola (April 5, 2016). “How a Cryptic Message, ‘Desirous about Information?,’ Led to the Panama Papers”. The New York Occasions. ISSN 0362–4331. Archived from the unique on August 15, 2016.

[7] “In regards to the Panama Papers Investigations”. Worldwide Consortium of Investigative Journalists. January 31, 2018. Archived from the unique on July 24, 2020.

[8] Emil Eifrem (2017 Jul 27), Hi there, World: Neo4j, Inc. https://neo4j.com/weblog/hello-world-neo4j-inc/

[9] Dr. Jim Webber (2022, June 8). A Private Historical past of Neo4j. Neo4j Inc. https://www.youtube.com/watch?v=YB723cp9jgM

[10] Federal Bureu of Investigation (2023). Web Crime Report. https://www.ic3.gov/Media/PDF/AnnualReport/2023_IC3Report.pdf

[11] Gopala Kr (2017). Neo4j Structure. https://github.com/gopala-kr/10-weeks/blob/grasp/Tasks-Blogs/07-bigdata-databases/neo4j-architecture.md

[12] Dr. Jim Webber (2017, Could 2), The Engineering Evolution of Neo4j right into a Native Graph Database. https://neo4j.com/weblog/evolution-neo4j-native-graph-database/

[13] William Lyon (2018, December 3), Graph Visualization of Panama Papers Information in Neo4j, https://medium.com/neo4j/graph-visualization-of-panama-papers-data-in-neo4j-9c08ca17039c

[14] ggszk (2020), Neo4j pattern database: Tokyo railway routes (in Japanese), https://github.com/ggszk/neo4j-train-route-sample

[15] Emil Eifrem (2016, Mar 29), DB-Engines, Informix and Neo4j: An Origins Story, https://neo4j.com/weblog/db-engines-informix-neo4j/?ref=weblog

[16] Emil Eifrem (Unknown), The start of graph databases: How Neo4j constructed its product and class, https://neo4j.com/information/birth-graph-databases-neo4j-built-product-category/

[17] Alastair Dryburgh (2007, Mar 22), Progress Tales: The magical energy of a reputation, https://www.forbes.com/websites/alastairdryburgh/2017/03/22/growth-stories-the-magical-power-of-a-name/#49b4ebe56db9

[18] Neo4j Inc, The Historical past of Neo4j — Open Supply, Massive Group, https://neo4j.com/open-source-project/

[19] Emil Eifrem (2016, Mar 22), Twitter Publish, https://twitter.com/emileifrem/standing/712327903032188928

[20] Rozanski, Nick, and Eóin Woods. Software program techniques structure: working with stakeholders utilizing viewpoints and views. Addison-Wesley, 2012.

[21] Emil Eifrem, (2022, August 8), The primary code of this database was written in IIT Bombay, https://www.youtube.com/watch?v=Nhi4XwmCh9A

[22] Crunchbase, Neo4j Profile, https://www.crunchbase.com/group/neo-technology

[23] Neo4j Inc, Accomplice Listing, https://neo4j.com/companions/listing/

[24] Latha Thamma Reddi (2023, Apr 14), Stakeholder Evaluation utilizing the Energy Curiosity Grid, https://www.projectmanagement.com/wikis/368897/stakeholder-analysis–using-the-power-interest-grid

Pictograms by かわいいフリー素材集 いらすとや (irasutoya.com), © Takashi Mifune


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