What Are Some Good Uses For Apache Spark?


Apache Spark is an open source, in-memory data processing engine. It was originally developed in 2009, at University of California, AMP lab, which was later donated to Apache Software Foundation. 



Apache Spark is quickly gaining momentum not only in the headlines but also in real world adoption. Today, it has grown to the extent that, customers from all the industries are using it to improve their businesses with the HDP. Clients are detecting patterns and proving insight which is changing some facets of life and driving organizational change. 

Apache Spark has grown to become the largest open source community for large data with its own in-memory processing framework.

There are various engines within Hadoop system. Every engines works best for certain cases. Here are some of the uses for Apache Spark:

  • Fog Computing and Apache Spark: Internet of Things- This concept sparks the tech community’s imagination. The Internet of Things embeds device with sensors and client can create an interconnected world. This collects a huge amount of data and delivers new features and application for clients to use in everyday life. IoT expands varieties of machines and sensor data. It is difficult to manage with the current analytics in the cloud. To make it easy Fog compute and Apache Spark are used.

  • Streaming data: Large amount of data is being processed on daily basis. It becomes essential for companies to analyze and stream this large data on daily basis. Spark streaming has the capacity to share this work load.
  • Complex session analysis: This is basically used by networking firms. Spark streaming allows you to detect live sessions. As soon as the user log in into any website, you can analyze the session information and this can be used to update your machine learning models. 
  • Enrich your live data: Spark streaming helps you to enrich your live data with your static data. This helps organizations to conduct real time data analysis. Advertisers use this concept. 
  • Visualized Interactive Analysis: Interactive analysis is the most notable feature of Apache Spark. MapReduce, SQL on Hadoop, Hive or pig are actually too slow for analysis. Apache Spark interfaces with many other languages and is fast enough for interactive analysis. If Spark is combined with visualization tools, complex data set can be visualized interactively.


Today spark is being used by almost every business industry- starting from insurance to internet companies. 

Some of the famous companies that use Spark are as follows:  
  1. Insurance sector: Various insurance companies use Apache Spark’s machine to analyze their reimbursements and all their claims.
  2. Banking sector: Uses Apache Spark’s machine for retail banking and financial products.
  3. Twitter: Uses Apache Spark’s machine to analyze positive and negative sentiments for specific products.
  4. Government sector: Uses Apache Spark’s machine to analyze spending across scientific research, time and geography.
  5. Retail sector: Uses Apache Spark’s machine to analyze the financial status and coupon usage.
  6. Airlines: Uses Apache Spark’s machine for predicting delays in flights.
  7. Health care sector: Uses Apache Spark’s machine to build a Patient health care system.

Get enrolled in apache spark and scala training in Bangalore at NPN Training leaded by qualified industry leaders.

Comments

Post a Comment

Popular posts from this blog

Why did Google Stop Using MapReduce and Start Encouraging Cloud Dataflow?

First of all, it is important to know that the old and the conventional MapReduce model is still being used for certain batch computing activities. Nevertheless, there are some specific tasks that cannot be carried out with the help of MapReduce and it is only because of this reason that Google has recently stopped using MapReduce and has started with the use of Cloud Dataflow. For example, Google web search index updating activity is dealing with a huge amount of data but it requires incremental updated on a constant basis. As per reports, Google has come up with an incremental computing mechanism known as Percolator for carrying out this huge data activity. It is important to note that Google has come up with a streaming computing mechanism known as Milwheel for carrying out low-latency computing jobs. Different services such as Google Map views now depend on Milwheel. One thing that is worth noting is that the applications of Google are not created from, no
Read more

How Can SDET Training Progress Your Career?

With the rising innovation and fast-paced developments in the IT sector, there is a growing demand for people who can create user-friendly and useful programs to assist in problem-solving, as well as effectively check if the software is completely error-free and works properly. The Software Development Engineer in Test (SDET) is an IT specialist whose area of expertise covers the program development and testing and evaluations equally effectively. SDET is interested in the entire process of software development, write from code creation to deployment. The expertise of an SDET professional is intensely focused on the testability, reliability, and performance of the program. Hence, the SDET is in high demand in IT companies who wish to downsize their organizations, as they can extract software development and testing services from a single individual. Taking professional SDET training in Bangalore can effectively boost your career in the following ways: 1.        Broader
Read more

Benefits of Spark and Scala Training

Technology needs to be learned from seasoned professionals. Software training needs to be applicable to business and adapted to the real world. Changes and developments are occurring at such an unprecedented level in the IT world that it has become essential for all of us to constantly update and upgrade our skills and practical knowledge. Spark and Scala Training in Bangalore is a platform for the IT inspired souls who wish to be the next generation of Torch Bearers in the Information Technology sector. It is a place for people to constantly incorporate new innovations into their skillset and learn to code in new languages. Sparks and Scala Training in Bangalore is a training that improves your skillset and expands your mind. Some of the myriad benefits of joining this program are listed below: - 1.       Hands-On Learning : The Apache Spark and Scala training in Bangalore lay great emphasis on learning by doing. This course requires you to actually practice everything you
Read more