Spark Framework for Big Data Analysis on Pseudo Distributed Clusters

Many ”big data” applications have been designed which track statistics about page views in real time, train a machine learning model and automatically detect anomalies. But these applications often require different set of tools like Map-Reduce on Hadoop (MR), Hive, Hadoop Streaming, Weka and Mahout to create models and classifiers. This document talks about streaming data operated on various layers of the Spark stack, such as Spark Streaming, Spark SQL, Spark Machine Learning libraries (MLlib).

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Act-On Software

Act-On Software provides solutions that empower marketers to engage targets at every step of the customer lifecycle. Act-On makes customer data actionable so marketers can dream big and build smart, effective marketing programs to grow their businesses and generate higher customer lifetime value – all with the fastest time-to-value.

OTHER WHITEPAPERS
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Everest Group PEAK Matrix® for Data and Analytics (D&A) Service Provider 2022

whitePaper | September 21, 2022

Global macroeconomic conditions indicate the rising probability of a recession. Despite the resulting cost pressures, enterprise demand for D&A services is rising as enterprises realize that datadriven solutions focused on cost optimization and building competitive advantage are critical to tackle and survive the slowdown. In this regard, service providers can help enterprises in their digital transformation journey by formulating a vision for D&A, modernizing the D&A landscape, and providing the right talent and niche skill sets to achieve direct business outcomes.

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Targeted Attack Analytics

whitePaper | December 16, 2019

Symantec combines targeted attack analytics with research from our Attack Investigator Team (AIT) to find advanced attacks; our analytics evolve to match new attack patterns. Breach detection is one example of how our analytics help stop deliberate incursions.

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The Rising Threat to Consumer Data in the Cloud

whitePaper | December 29, 2022

Imagine that you are starting a family and you want to stay on top of your finances so you can manage your budget for your growing family. Because you have too many accounts for banking, loans, subscriptions, and bills to keep track of, you decide to sign up for a service that aggregates all your accounts in one place. When you register your account online, you follow the instructions carefully. You create a strong, unique password and set up multifactor authentication. You enter your bank account and loan information, home address, and other personal information. Your spouse also signs up, and you create a joint family account that combines your information.

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Data & AI Survey Report 2021/2022

whitePaper | September 2, 2022

This year, unlike previous years, we asked professionals the most difficult elements of a successful data strategy instead of the most important.

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Adopting a Modern Data Infrastructure for Trading Analytics

whitePaper | August 25, 2022

As they seek an edge in their trading and investment activities, hedge funds and other sophisticated trading firms are looking to harness new sources of insight that can allow them to identify and exploit emerging market and industry opportunities. But many organizations are saddled with a disconnected sprawl of legacy systems that are unable to handle the demands of today’s fast and often volatile markets.

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Enhancing Data Empowerment in Financial Services with Modern Cloud Analytics

whitePaper | November 30, 2022

Modern cloud analytics can help financial services organisations to gain greater insight into their ever-increasing volumes of data, enabling them to improve customer experience, boost productivity and generate new revenue streams.

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Spotlight

Act-On Software

Act-On Software provides solutions that empower marketers to engage targets at every step of the customer lifecycle. Act-On makes customer data actionable so marketers can dream big and build smart, effective marketing programs to grow their businesses and generate higher customer lifetime value – all with the fastest time-to-value.

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