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What are some promising open-source alternatives to Hadoop MapReduce for map/reduce?

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Spark is an open-source platform that enables fast real-time data processing, up to 100 times faster than Hadoop's MapReduce. It can be run on various platforms, such as Apache Mesos, EC2, and Hadoop - either from a cloud or a dedicated cluster. This makes it well-suited for machine learning-based a...
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Spark is an open-source platform that enables fast real-time data processing, up to 100 times faster than Hadoop's MapReduce.

It can be run on various platforms, such as Apache Mesos, EC2, and Hadoop - either from a cloud or a dedicated cluster. This makes it well-suited for machine learning-based applications.

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Apache Spark is an open-source, distributed computing system known for its speed and ease of use in big data processing. Unlike Hadoop's MapReduce, Spark provides in-memory processing, significantly accelerating data processing tasks.
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Apache Spark is an open-source, distributed computing system known for its speed and ease of use in big data processing. Unlike Hadoop's MapReduce, Spark provides in-memory processing, significantly accelerating data processing tasks.
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Related Questions

Is an mba persuing student eligible for persuing hadoop course?
Yes there are some institutes are offering courses on big data . Those are like MBA in analytics. Google it you will find more info
Osheen
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Hi all, This is Mahesh, I had one strong question eagerly to ask every one in IT people. As every one who has done engineering want to choose IT industry( for their career growth, Hard work,smart work their goals, for a good pay, for luxury, for time pass, acting,enjoyment). Ok, after graduated where some people placed in campus placements and some people will go further studies and some are will get refer to their company's and some people will get a employee chance as Third party vendor. Now,coming to job after working hard on one technology for at least 1 year will get bored for every one in IT industry and they don't have a chance to do R & D and don't get a new requirements and don't have a chance to move in to new technology and don't have a chance to put quit for a job because their personal reason. After getting bored on one technology they have moved into another technology their same programming and same requirement but only different syntax's, different programming. Is this happen for every developer, every programmer in IT industry. As I am totally confused which technology I have choose and sometimes I want to quit. According to Booming technologies I choose PHP and than Unix and now the same requirement same work and I am unable to think different in IT industry to move which technology to put challenge. And now I want to move into another technology, I am confused to choose there are infinite technologies in IT industry.Please guide me which technology I have to choose to get complete knowledge. As some one is telling to choose Hadoop technology. Thanks & Regards, Mahesh
If looking for Hadoop (And with the mindset you have :) ) , you go for Data Scientist role or Hadoop Analyst role. These roles need lot of analysis and you wont get bored . Apart from this , I would...
Mahesh
What is big data and Hadoop?
Big data refers to extremely large datasets that cannot be easily managed or analyzed using traditional data processing tools. Hadoop is an open-source framework designed to store and process big data...
Parini
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5
Which Hadoop course should I take?
It is always better to take the help of an instructor. Go to an institue or take an online course. When you decide to learn Hadoop. You need to start with understanding Hadoop's architecture and its abilities,...
Srinivasan
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6

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Loading Hive tables as a parquet File
Hive tables are very important when it comes to Hadoop and Spark as both can integrate and process the tables in Hive. Let's see how we can create a hive table that internally stores the records in it...

Lets look at Apache Spark's Competitors. Who are the top Competitors to Apache Spark today.
Apache Spark is the most popular open source product today to work with Big Data. More and more Big Data developers are using Spark to generate solutions for Big Data problems. It is the de-facto standard...
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Lesson: Hive Queries
Lesson: Hive Queries This lesson will cover the following topics: Simple selects ? selecting columns Simple selects – selecting rows Creating new columns Hive Functions In SQL, of which...
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Hi First conform whether you are learning from a real time consultant. Get some Case Studies from the consultant and try to complete with the help of google not with consultant. Because in real time same situation will arise. Thank you

HDFS And Mapreduce
1. HDFS (Hadoop Distributed File System): Makes distributed filesystem look like a regular filesystem. Breaks files down into blocks. Distributes blocks to different nodes in the cluster based on...

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