InfoQ Homepage Database Content on InfoQ
-
REEF: Retainable Evaluator Execution Framework
Rusty Sears introduces REEF along with examples of computational frameworks, including interactive sessions, iterative graph processing, bulk synchronous computations, Hive queries, and MapReduce.
/presentations/reef/en/mediumimage/rustySears-large.jpg)
-
Deploying Machine Learning and Data Science at Scale
Nick Kolegraff discusses common problems and architecture to support all the phases of data science and how to start a data science initiative, sharing lessons from Accenture, Best Buy, and Rackspace.
/presentations/data-science-scale/en/mediumimage/Nikbig.jpg)
-
Spanner - Google's Distributed Database
Sebastian Kanthak details how Spanner relies on GPS and atomic clocks to provide two of its innovative features: Lock-free strong reads and global snapshots consistent with external events.
/presentations/spanner-distributed-google/en/mediumimage/Sebbig.jpg)
-
Working with Databases and Groovy
Paul King presents working with databases in Groovy, covering datasets, GMongo, Neo4J, raw JDBC, Groovy-SQL, CRUD, Hibernate, caching, Spring Data technologies, etc.
/presentations/groovy-db/en/mediumimage/Paulbig.jpg)
-
Functional Programming for Optimization Problems with City of Palo Alto Open Data
Paco Nathan reviews an example data analysis application written in Cascalog used for a recommender system based on City of Palo Alto Open Data.
/presentations/functional-programming-data-analysis/en/mediumimage/Pacobig.jpg)
-
Add ALL the Things: Abstract Algebra Meets Analytics
Avi Bryant discusses how the laws of group theory provide a useful codification of the practical lessons of building efficient distributed and real-time aggregation systems.
/presentations/abstract-algebra-analytics/en/mediumimage/Avibig.jpg)
-
Big Data Platform as a Service at Netflix
Jeff Magnusson details some of Netflix' key services: Franklin, Sting and Lipstick.
/presentations/netflix-big-data-paas/en/mediumimage/Jeffbig.jpg)
-
One to Many: The Story of Sharding at Box
Tamar Bercovici presents Box’s transition from a single MySQL database to a fully sharded MySQL architecture, all the while serving 2 billion queries per day.
/presentations/box-mysql-sharding/en/mediumimage/Tamarbig.jpg)
-
Exercises in Style
Crista Lopes writes a program in multiple styles -monolithic/OOP/continuations/relational/Pub-Sub/Monads/AOP/Map-reduce- showing the value of using more than a style in large scale systems.
/presentations/style-methodology/en/mediumimage/Cristabig.jpg)
-
Stream Processing: Philosophy, Concepts, and Technologies
Dan Frank discusses stream data processing and introduces NSQ – Bitly’s open source queuing system – and other new technologies used for communication between streaming programs.
/presentations/data-streaming-nsq/en/mediumimage/Danbig.jpg)
-
An Introduction To Web Development With Grails 2
Jeff Scott Brown demoes creating a web application with Grails 2 using the command-line, GORM and Hibernate, GSP, and Spring Integration.
/presentations/web-app-grails-2/en/mediumimage/Jeffbig.jpg)
-
"Big Data" Agile Analytics
Ken Collier discusses Agile Analytics, a combination of sophisticated analytics techniques, lean learning principles, agile delivery methods, and "big data" technologies.
/presentations/big-data-agile-analytics/en/mediumimage/Kenbig.jpg)