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Distributed Algorithms in NoSQL Databases

Distributed Algorithms in NoSQL Databases | spring | Scoop.it

Scalability is one of the main drivers of the NoSQL movement. As such, it encompasses distributed system coordination, failover, resource management and many other capabilities. It sounds like a big umbrella, and it is. Although it can hardly be said that NoSQL movement brought fundamentally new techniques into distributed data processing, it triggered an avalanche of practical studies and real-life trials of different combinations of protocols and algorithms. These developments gradually highlight a system of relevant database building blocks with proven practical efficiency. In this article I’m trying to provide more or less systematic description of techniques related to distributed operations in NoSQL databases.


In the rest of this article we study a number of distributed activities like replication of failure detection that could happen in a database. These activities, highlighted in bold below, are grouped into three major sections:

- Data Consistency

- Data Placement

- System Coordination


Via Nicolas Weil
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Mercy Ospina's curator insight, March 7, 4:38 PM

Excelente compendio y clasificación de los Algoritmos distribuidos más usados por NoSQL

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Hadoop Cluster Deployment - PDF Free Download - Fox eBook

Hadoop Cluster Deployment - PDF Free Download - Fox eBook | spring | Scoop.it
Hadoop Cluster Deployment PDF Free Download, Reviews, Read Online, ISBN: 1783281715, By Danil Zburivsky

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Fox eBook's curator insight, April 11, 2014 9:56 PM

Chapter 1: Setting Up Hadoop Cluster – from Hardware to Distribution
Chapter 2: Installing and Configuring Hadoop
Chapter 3: Configuring the Hadoop Ecosystem
Chapter 4: Securing Hadoop Installation
Chapter 5: Monitoring Hadoop Cluster
Chapter 6: Deploying Hadoop to the Cloud

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Joe Celko's Complete Guide to NoSQL - PDF Free Download - Fox eBook

Joe Celko's Complete Guide to NoSQL - PDF Free Download - Fox eBook | spring | Scoop.it
Joe Celko's Complete Guide to NoSQL PDF Free Download, Reviews, Read Online, ISBN: 0124071929, By Joe Celko

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Fox eBook's curator insight, December 22, 2013 10:19 PM

Chapter 1. NoSQL and Transaction Processing
Chapter 2. Columnar Databases
Chapter 3. Graph Databases
Chapter 4. The MapReduce Model
Chapter 5. Streaming Databases and Complex Events
Chapter 6. Key-Value Stores
Chapter 7. Textbases
Chapter 8.Geographical Data (GIS)
Chapter 9. NoSQL Taxonomy? Steven Yen’s Model with examples