Download Big Data Analytics. From Strategic Planning to Enterprise by David Loshin (Auth.) PDF

By David Loshin (Auth.)

Big facts Analytics will help managers in offering an summary of the drivers for introducing substantial information expertise into the association and for realizing the categories of commercial difficulties most suitable to important information analytics ideas, realizing the worth drivers and merits, strategic making plans, constructing a pilot, and finally making plans to combine again into construction in the enterprise.

  • Guides the reader in assessing the possibilities and cost proposition
  • Overview of huge info and software program architectures
  • Presents a number of applied sciences and the way they healthy into the massive information ecosystem

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Additional resources for Big Data Analytics. From Strategic Planning to Enterprise Integration with Tools, Techniques, No: SQL, and Graph

Example text

1 TWO KEY QUESTIONS Given this need, managers need to answer two essential questions: 1. Demonstration of value: What is the process for piloting technologies to determine their feasibility and business value and for engaging business sponsors and socializing the benefits of a selected technique? 2. Operationalization: What must happen to bring big data analytics into organization’s system development life cycle to enable their use? Answering both of these questions is key to differentiating between adoption of new technologies for their own sake as opposed to improving business processes by virtue of transformative methods supported by selected new technologies.

This process identifies some of the key quantifiable measures for evaluating the business benefits of the new technology, as well as frames the technical requirements for any pilot project. Big data application architect: While the vendor community suggests that these new programming frameworks simplify the process of developing applications for big data platforms, any solution that is designed without a firm background in parallel and distributed computing is bound to be sensitive to fundamental flaws that will impede the optimal performance.

1). Use this to initially document the business expectations, as a prelude to the next phase in which the success criteria are defined. • Business calendar that can be used to align technical progression with business imperatives. 4 ACCEPTABILITY FOR ADOPTION: CLARIFY GO/NO-GO CRITERIA Allocating time, resources, and budget on testing out new technologies is a valid use of research & development spending. However, at some point, a decision must be made to either embrace the technology that is being tested and move it into production, or to recognize that it may not meet the business’s needs, and move along to the next opportunity.

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