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Alternative to MapReduce... - Spark

Alternative to MapReduce... - Spark | BIG data, Data Mining, Predictive Modeling, Visualization | Scoop.it

Notwithstanding that bet, we simultaneously believe that the ecosystem needs a high-performance alternative to the current MapReduce implementation. That view is shared by the community generally.

In this piece, I want to walk through the history, the current status and the short- and long-term future of the Hadoop platform, concentrating especially on MapReduce.


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Sergeyan's curator insight, January 5, 1:44 PM

Cloudera claims that Spark is a high performance alternative to the current MapReduce implementation.

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Datameer Raises $19M As Market For Hadoop And Big Data Analytics Hits An Inflection Point

Datameer Raises $19M As Market For Hadoop And Big Data Analytics Hits An Inflection Point | BIG data, Data Mining, Predictive Modeling, Visualization | Scoop.it
The data analytics market is starting to boom. Hadoop distributions from big data companies like Cloudera have matured and are becoming more useful as they allow for better ways to perform real-time...

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A Quick Guide To Choosing The Right Way To Use Hadoop

A Quick Guide To Choosing The Right Way To Use Hadoop | BIG data, Data Mining, Predictive Modeling, Visualization | Scoop.it
The market for Hadoop and related products is one of the most active in all of enterprise software.

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Simon Hunanyan's curator insight, December 16, 2013 11:45 AM

Talk about how to get max value out of Hadoop by using one of 4 considered here ways.

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Hadoop still too slow for real-time analysis applications?

Hadoop still too slow for real-time analysis applications? | BIG data, Data Mining, Predictive Modeling, Visualization | Scoop.it
Hadoop vendors are trying to position the distributed processing technology as a real-time analysis tool for big data applications. But some real-time analytics roadblocks remain.

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Big Data Tools that You Need to Know About – Hadoop & NoSQL – Part 3

Big Data Tools that You Need to Know About – Hadoop & NoSQL – Part 3 | BIG data, Data Mining, Predictive Modeling, Visualization | Scoop.it

 In the last couple of articles we discussed the ever growing and popular Big Data processing platform known as Hadoop. But often along with Hadoop, we hear about another toolset called NoSQL. So let’s take a look under the hood and see what exactly NoSQL is and how it helps us to access and manage Big Data insights.


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Sergeyan's curator insight, November 16, 2013 3:55 PM

NoSQL - big data processing toolset.

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Big Data Tools that You Need to Know About – Hadoop & NoSQL – Part 1

Big Data Tools that You Need to Know About – Hadoop & NoSQL – Part 1 | BIG data, Data Mining, Predictive Modeling, Visualization | Scoop.it

In the last series we introduced the concept of ‘Big Data’ as a big deal that has captured global interest in recent years and provides a gold mine of opportunities for businesses that can leverage it effectively. Now we want to focus our attention on two of the major toolsets that can help companies capitalize on the immense amounts of structured and unstructured data available in today’s digital universe. These tools are Hadoop and NoSQL.


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Sergeyan's curator insight, November 16, 2013 3:49 PM

Hadoop as a big data tool.

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Videos from 2013 Strata Big Data Conference + Hadoop World

Strata Conference + Hadoop World brings together the people, tools, and technologies that make data work.

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Simon Hunanyan's curator insight, November 3, 2013 1:42 AM

Watch the videos from 2013 conference, including Ken Rudin (Facebook) on "Big Impact from Big Data", Claudia Perlich on separating ad bots from humans, and Doug Cutting, co-founder of Hadoop, on Hadoop future.

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Professional Hadoop Solutions - Free eBook Share

Professional Hadoop Solutions - Free eBook Share | BIG data, Data Mining, Predictive Modeling, Visualization | Scoop.it
eBook Free Download: Professional Hadoop Solutions | PDF, EPUB | ISBN: 1118611934 | 2013-09-23 | English | PutLocker

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Fox eBook's curator insight, October 22, 2013 9:08 PM
Table of Contents

Chapter 1. Big Data and the Hadoop Ecosystem
Chapter 2. Storing Data in Hadoop
Chapter 3. Processing Your Data with MapReduce
Chapter 4. Customizing MapReduce Execution
Chapter 5. Building Reliable MapReduce Apps
Chapter 6. Automating Data Processing with Oozie
Chapter 7. Using Oozie
Chapter 8. Advanced Oozie Features
Chapter 9. Real-Time Hadoop
Chapter 10. Hadoop Security
Chapter 11. Running Hadoop Applications on AWS
Chapter 12. Building Enterprise Security Solutions for Hadoop Implementations
Chapter 13. Hadoop’s Future

Kongbeng Thai's curator insight, January 4, 1:47 AM

Good to know

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VMware brings big data to vSphere standard edition

VMware brings big data to vSphere standard edition | BIG data, Data Mining, Predictive Modeling, Visualization | Scoop.it

Virtualisation and Hadoop are a natural fit: who wants every node to be physical when there's computing and storage resources out there that could be put to work performing Hadoopery when you need it, then freed to do other stuff at other times?


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Hadoop in memory processing mechanism is a big breakthrough

Hadoop in memory processing mechanism is a big breakthrough | BIG data, Data Mining, Predictive Modeling, Visualization | Scoop.it
Hadoop is now changed by importing in memory data computation to enhance performance.

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A Survey and Interview on How Hadoop Is Used Today

A Survey and Interview on How Hadoop Is Used Today | BIG data, Data Mining, Predictive Modeling, Visualization | Scoop.it
This post presents the results of a Hortonworks survey of over 500 Hadoop Summit 2013 attendees on how they use Hadoop, and an interview with David McJannet on Hadoop trends today.

Via Charles Gerth, Simon Hunanyan
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Simon Hunanyan's curator insight, December 17, 2013 1:46 PM

According to the Hortonworks survey, Hadoop today is deployed by many large mainstream organizations across many industries. Sure, Hadoop does not replace existing data processing systems but rather complements them. So, it's very important  to know how to rightly use Hadoop today and most important - tomorrow.

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The three most common ways data junkies are using Hadoop

The three most common ways data junkies are using Hadoop | BIG data, Data Mining, Predictive Modeling, Visualization | Scoop.it
Hadoop will have a profound impact on the enterprise data landscape. Understanding the common patterns of use, can greatly reduce the complexity.

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Sergeyan's curator insight, December 16, 2013 12:55 AM

Hadoop has the potential to have a profound impact on the enterprise data landscape, and by understanding the common patterns of use, you can greatly reduce the complexity.

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Integrating R with Cloudera Impala for Real-Time Queries on Hadoop

Integrating R with Cloudera Impala for Real-Time Queries on Hadoop | BIG data, Data Mining, Predictive Modeling, Visualization | Scoop.it
Introduction Cloudera Impala supports low-latency, interactive queries on Hadoop data sets either stored in Hadoop Distributed File System (HDFS) or HBase, the distributed NoSQL database for Hadoop...

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Simon Hunanyan's curator insight, November 25, 2013 11:52 AM

The practical quide about how to analyzing Hadoop datasets with R and Impala.

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Big Data Tools that You Need to Know About – Hadoop & NoSQL – Part 2

Big Data Tools that You Need to Know About – Hadoop & NoSQL – Part 2 | BIG data, Data Mining, Predictive Modeling, Visualization | Scoop.it

MapReduce is really the key to understanding Hadoop’s parallel processing functionality as it enables data in various formats (XML, text, binary, log, SQL, ect) to be divided up and mapped out to many computers nodes and then recombined back to produce a final data set.


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Sergeyan's curator insight, November 16, 2013 3:51 PM

MapReduce is the key to understanding Hadoop’s parallel processing

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Apache Hadoop in the Open Cloud

Get an overview of a reference architecture for Apache Hadoop-ready infrastructure. We'll also showcase Rackspace Cloud Big Data. Built on Openstack™ framewo...

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It's everywhere! The day Hadoop took over the cloud

It's everywhere! The day Hadoop took over the cloud | BIG data, Data Mining, Predictive Modeling, Visualization | Scoop.it
Rackspace is now doing Hadoop, Cloudera just announced a handful of partners — Hadoop is everywhere in the cloud these days. Here’s a quick breakdown of what cloud providers are offering which distributions of Hadoop as managed services.

Via Sathya Pandalai, Simon Hunanyan
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Barrie Desmond's curator insight, October 29, 2013 4:07 AM

hadoop - can anyone point me to somewhere i can learn about hadoop - don't know enough about it really

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Microsoft Launches Hortonworks Hadoop Service On Windows Azure Cloud - CRN

Microsoft Launches Hortonworks Hadoop Service On Windows Azure Cloud
CRN
NET, Java and several other development languages, Clark said in the blog post. Alan "Skip" Gould, president and CEO ...

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Hadoop is not enough for 'big data', says Facebook analytics chief | PCWorld

Hadoop is not enough for 'big data', says Facebook analytics chief | PCWorld | BIG data, Data Mining, Predictive Modeling, Visualization | Scoop.it
The Hadoop programming framework may be synonymous with the (A look into Facebook's Big Data world http://t.co/LlqBeBvFqb)

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