Codetown ::: a software developer's community
Are you interested in learning about graph databases? The folks at Neo4J published a book and it's free! Here's a link to the download page: http://graphdatabases.com/
Tags:
Database representation of graph-structured information is fascinating in its own right.
I have been studying genomics technology in which graphs play a big role, both as information-structure that is the basis of certain algorithms, as well as the data driving visualizations or visually-interesting real-world structures.
As an example, here is a visualization of a protein complex that catches the eye.
See http://en.wikipedia.org/wiki/FOXP2#/media/File:Protein_FOXP2_PDB_2a...
The image is a Richardson diagram which is (mostly) automatically generated from a database describing the molecular structure of the protein. This type of diagram was invented (i.e. originally hand-drawn) by Jane Richardson, PhD.
I wonder if the book "Graph Databases" touches on this.
Presently, I am doing a research study on a particular feature of the epigenome. It involves large DNA databases (actually, structured flat files), elaborate algorithms for sequence correlation, and histone complexes. Each of these involves graph-theoretic representations and inference functions from graph structures.
The "databases" I know for DNA, the transcriptome, pathways, etc. do not lend themselves to conventional SQL, or even noSQL as far as I know to date. (Chime in anyone? )
I will be presenting a paper at the IEEE SouthCon conference in April 2015 which touches on a graph-theoretic feature of certain (sequencing) problems lending itself to massively-parallel-ization of linearly-expressable algorithms.
I am pleased to see a free book on graph databases. Thanks!
Codetown is a social network. It's got blogs, forums, groups, personal pages and more! You might think of Codetown as a funky camper van with lots of compartments for your stuff and a great multimedia system, too! Best of all, Codetown has room for all of your friends.
Created by Michael Levin Dec 18, 2008 at 6:56pm. Last updated by Michael Levin May 4, 2018.
Check out the Codetown Jobs group.

MySQL is changing the way foreign key constraints and cascades are managed. Starting with MySQL 9.6, foreign key validation and cascade actions are handled by the SQL layer rather than the InnoDB storage engine. This will improve change tracking, replication accuracy, and data consistency, making MySQL more reliable for CDC pipelines, mixed-database environments, and analytics workloads.
By Renato Losio
Vercel has launched "react-best-practices," an open-source repository featuring 40+ performance optimization rules for React and Next.js apps. Tailored for AI coding agents yet valuable for developers, it categorizes rules based on impact, assisting in enhancing performance, bundle size, and architectural decisions.
By Daniel Curtis
The Kubernetes project recently announced a new core controller called the Node Readiness Controller, designed to enhance scheduling reliability and cluster health by making the API server’s view of node readiness more accurate.
By Craig Risi
Jim Gough discusses the transition from accidental architect to API program leader, explaining how to manage the complexity of secure API connectivity. He shares the Common Architecture Language Model (CALM), a framework designed to bridge the developer-security gap. By leveraging architecture patterns, engineering leaders can move from six-month review cycles to two-hour automated deployments.
By Jim Gough
Microsoft's Evals for Agent Interop is an open-source starter kit that enables developers to evaluate AI agents in realistic work scenarios. It features curated scenarios, datasets, and an evaluation harness to assess agent performance across tools like email and calendars.
By Edin Kapić
© 2026 Created by Michael Levin.
Powered by