Get Big data computing: a guide for business and technology PDF

By Vivek Kale

ISBN-10: 1315371200

ISBN-13: 9781315371207

ISBN-10: 1498715338

ISBN-13: 9781498715331

This e-book unravels the secret of huge facts computing and its strength to rework company operations. The process it makes use of might be necessary to any specialist who needs to current a case for understanding enormous facts computing suggestions or to those that can be excited by a major information computing undertaking. It presents a framework that permits enterprise and technical managers to make optimum judgements precious for the profitable migration to important facts computing environments and purposes inside of their businesses.

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For example, if we have an area n2 A of silicon to use in a computer, we can either build n2 components, each of size A and able to perform an operation in time t, or build a single component able to perform the same operation in time t/n. The multicomponent system is potentially n times faster. , are Computing Beyond the Moore’s Law Barrier While Being More Tolerant of Faults and Failures 7 controlled by a single instruction stream). Increasingly, designers are incorporating multiple “computers,” each with its own processor, memory, and associated interconnection logic.

That is, data should be self-describing. 2. Without a central database repository, programs must frequently access data from separate files. A flexible storage and retrieval mechanism should maintain relationships on an equal footing with the individual data elements. Database Basics 23 3. In a nondatabase context, each programmer “owns” the data files associated with his program, making these files less accessible to others. By contrast, a database provides more uniform availability of data. 4.

At some point when these circuits get physically too small and can no longer carry a charge or the electrical charge bleeds, we will have a design limitation problem. Second, as successive generations of chip technology are developed, manufacturing costs increase. In fact, Gordon Moore himself conjectured that as tolerances become tighter, each new generation of chips would require a doubling in cost of the manufacturing facility. At some point, it will theoretically become too costly to develop manufacturing plants that produce these chips.

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Big data computing: a guide for business and technology managers by Vivek Kale


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