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Apache Accumulo
Accumulo logo.png
Developer(s) Apache Software Foundation
Stable release 1.4.3 / March 18, 2013 (2013-03-18)
Development status Active
Written in Java
Operating system Cross-platform
Type Column oriented database
License Apache License 2.0
Website accumulo.apache.org

Apache Accumulo is a sorted, distributed key/value store based on Google's BigTable design.[1] It is a system built on top of Apache Hadoop, Apache ZooKeeper, and Apache Thrift. Written in Java, Accumulo has cell-level access labels and server-side programming mechanisms.

Contents

History[edit]

Accumulo was created in 2008 by the National Security Agency and contributed to the Apache Foundation as an incubator project in September 2011.[2]

On March 21, 2012, Accumulo graduated from incubation at Apache, making it a top level project.[3]

Additional Features[edit]

Cell-Level Security[edit]

Apache Accumulo extends the BigTable data model, adding a new element to the key called Column Visibility. This element stores a logical combination of security labels that must be satisfied at query time in order for the key and value to be returned as part of a user request. This allows data of varying security requirements to be stored in the same table, and allows users to see only those keys and values for which they are authorized.[4]

Server-side Programming[edit]

In addition to Cell-Level Security, Apache Accumulo provides a server-side programming mechanism called Iterators that allows users to perform additional processing at the Tablet Server. The range of operations that can be applied is equivalent to those that can be implemented within a MapReduce Combiner function, which produces an aggregate value for several key-value pairs.

Controversy[edit]

In June 2012 Congress's Senate Armed Services Committee (SASC) released the Draft 2012 Department of Defense (DoD) Authorization Bill, which included references to Apache Accumulo. In the draft bill SASC required DoD to evaluate whether Apache Accumulo could achieve commercial viability before implementing it throughout DoD.[5] Specific criteria were not included in the draft language, but the establishment of commercial entities supporting Apache Accumulo could be considered a success factor.[6]

See also[edit]

References[edit]

External links[edit]


Original courtesy of Wikipedia: http://en.wikipedia.org/wiki/Apache_Accumulo — Please support Wikipedia.
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56 videos foundNext > 

What is Accumulo?

This is a video that introduces you to Apache Accumulo. It's about 10min in length.

HUG Meetup October 2012: Apache Accumulo: Unlocking the Power of Big Data (Part I)

Presenter: Adam Fuchs, CTO, sqrrl Apache Accumulo, originally developed by the National Security Agency and now an Apache Software Foundation project, builds...

What are Accumulo Iterators.mp4

This video describes Accumulo Iterators, how they work, and when they can be applied.

The Power and Utility of Apache Accumulo Access Controls - Oren Falkowitz

HUG Meetup October 2012: Apache Accumulo: Unlocking the Power of Big Data (Part II)

Presenter: Adam Fuchs, CTO, sqrrl Apache Accumulo, originally developed by the National Security Agency and now an Apache Software Foundation project, builds...

Recommendation Engines & Accumulo sqql

http://www.meetup.com/Data-Science-Business-Analytics/ Data Science Group Event: University of Colorado Denver - Tuesday May 21, 2013 Slides can be downloade...

sqrrl: Cell Level Security

Cell-level security is one of the key differentiators of Apache Accumulo, and it allows sqrrl analytics to bring more data and more users together. The resul...

Now Learn Apache Hadoop Ecosystem @ Chennai

http://www.bigdatatraining.in/ http://www.bigdatatraining.in/contact Cut through the marketing hype, however, and there's the growing realisation that big da...

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The Cube - Strata-Hadoop World 2012 - Oren Falkowitz, Sqrrl,with John Furrier and dave Vellante.

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4 news items

 
Salon
Sat, 15 Jun 2013 08:03:39 -0700

One of the major components of PRISM is believed to be an open-source database called Apache Accumulo, which the NSA began working on in late 2007. Originally called CloudBase, Accumulo is built on top of a software framework called Apache Hadoop ...
 
San Francisco Chronicle
Tue, 04 Jun 2013 20:00:38 -0700

What They Do: Building a business around Apache Accumulo, an powerful open source NoSQL database developed by the National Security Agency with sophisticated security tech built in. Accumulo was derived from BigTable, a data storage tech that ...
 
AdAge.com
Tue, 21 May 2013 07:50:16 -0700

The company's founders worked with the National Security Agency on its Apache Accumulo project, a highly secure platform for use by the intelligence and defense communities. Sqrrl is based on that technology. Mr. Popp formed team UpBenAdam along ...
 
中关村在线
Wed, 12 Jun 2013 19:13:55 -0700

... 围绕美国国家安全局(NSA)开发的开源NoSQL数据库Apache Accumulo建设起了一项业务。Accumulo来源于谷歌开发的大数据技术BigTable。 公司杰出人才:联合创始人兼首席技术官亚当·福克斯(Adam Fuchs),他同时也是 ...
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