cloud computing the mit press essential knowledge series

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Cloud Computing

Author : Nayan B. Ruparelia
ISBN : 9780262529099
Genre : Computers
File Size : 37. 10 MB
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"This book provides a lucid overview of the implications of the cloud phenomenon and the opportunities and risks associated with it"--

The Internet Of Things

Author : Samuel Greengard
ISBN : 9780262527736
Genre : Computers
File Size : 69. 40 MB
Format : PDF, Mobi
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A guided tour through the Internet of Things, a networked world of connected devices, objects, and people that is changing the way we live and work.

Machine Learning

Author : Ethem Alpaydin
ISBN : 9780262529518
Genre : Computers
File Size : 84. 79 MB
Format : PDF
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A concise overview of machine learning -- computer programs that learn from data -- which underlies applications that include recommendation systems, face recognition, and driverless cars.

Crowdsourcing

Author : Daren C. Brabham
ISBN : 9780262314251
Genre : Language Arts & Disciplines
File Size : 54. 49 MB
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Ever since the term "crowdsourcing" was coined in 2006 by Wired writer Jeff Howe, group activities ranging from the creation of the Oxford English Dictionary to the choosing of new colors for M&Ms have been labeled with this most buzz-generating of media buzzwords. In this accessible but authoritative account, grounded in the empirical literature, Daren Brabham explains what crowdsourcing is, what it is not, and how it works. Crowdsourcing, Brabham tells us, is an online, distributed problem solving and production model that leverages the collective intelligence of online communities for specific purposes set forth by a crowdsourcing organization -- corporate, government, or volunteer. Uniquely, it combines a bottom-up, open, creative process with top-down organizational goals. Crowdsourcing is not open source production, which lacks the top-down component; it is not a market research survey that offers participants a short list of choices; and it is qualitatively different from predigital open innovation and collaborative production processes, which lacked the speed, reach, rich capability, and lowered barriers to entry enabled by the Internet. Brabham describes the intellectual roots of the idea of crowdsourcing in such concepts as collective intelligence, the wisdom of crowds, and distributed computing. He surveys the major issues in crowdsourcing, including crowd motivation, the misconception of the amateur participant, crowdfunding, and the danger of "crowdsploitation" of volunteer labor, citing real-world examples from Threadless, InnoCentive, and other organizations. And he considers the future of crowdsourcing in both theory and practice, describing its possible roles in journalism, governance, national security, and science and health.

Cloud Computing For Machine Learning And Cognitive Applications

Author : Kai Hwang
ISBN : 9780262036412
Genre : Computers
File Size : 71. 42 MB
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The first textbook to teach students how to build data analytic solutions on large data sets using cloud-based technologies.

Information And The Modern Corporation

Author : James W Cortada
ISBN : 9780262297943
Genre : Business & Economics
File Size : 78. 94 MB
Format : PDF
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While we have been preoccupied with the latest i-gadget from Apple and with Google's ongoing expansion, we may have missed something: the fundamental transformation of whole firms and industries into giant information-processing machines. Today, more than eighty percent of workers collect and analyze information (often in digital form) in the course of doing their jobs. This book offers a guide to the role of information in modern business, mapping the use of information within work processes and tracing flows of information across supply-chain management, product development, customer relations, and sales. The emphasis is on information itself, not on information technology. Information, overshadowed for a while by the glamour and novelty of IT, is the fundamental component of the modern corporation. In Information and the Modern Corporation, longtime IBM manager and consultant James Cortada clarifies the differences among data, facts, information, and knowledge and describes how the art of analytics has all but eliminated decision making based on gut feeling, replacing it with fact-based decisions. He describes the working style of "road warriors," whose offices are anywhere their laptops and cell phones are and whose deep knowledge of a given topic becomes their medium of exchange. Information is the core of the modern enterprise, and the use of information defines the activities of a firm. This essential guide shows managers and employees better ways to leverage information--by design and not by accident.

Metadata

Author : Jeffrey Pomerantz
ISBN : 9780262528511
Genre : Business & Economics
File Size : 69. 30 MB
Format : PDF, Kindle
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Everything we need to know about metadata, the usually invisible infrastructure for information with which we interact every day.

Cloud Computing For Science And Engineering

Author : Ian Foster
ISBN : 9780262037242
Genre : Computers
File Size : 58. 90 MB
Format : PDF, Mobi
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The emergence of powerful, always-on cloud utilities has transformed how consumers interact with information technology, enabling video streaming, intelligent personal assistants, and the sharing of content. Businesses, too, have benefited from the cloud, outsourcing much of their information technology to cloud services. Science, however, has not fully exploited the advantages of the cloud. Could scientific discovery be accelerated if mundane chores were automated and outsourced to the cloud? Leading computer scientists Ian Foster and Dennis Gannon argue that it can, and in this book offer a guide to cloud computing for students, scientists, and engineers, with advice and many hands-on examples. The book surveys the technology that underpins the cloud, new approaches to technical problems enabled by the cloud, and the concepts required to integrate cloud services into scientific work. It covers managing data in the cloud, and how to program these services; computing in the cloud, from deploying single virtual machines or containers to supporting basic interactive science experiments to gathering clusters of machines to do data analytics; using the cloud as a platform for automating analysis procedures, machine learning, and analyzing streaming data; building your own cloud with open source software; and cloud security. The book is accompanied by a website, Cloud4SciEng.org, that provides a variety of supplementary material, including exercises, lecture slides, and other resources helpful to readers and instructors.

Cloud Computing

Author : Thomas Erl
ISBN : 9780133387520
Genre : Computers
File Size : 20. 33 MB
Format : PDF, Docs
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Explores cloud computing, breaking down the concepts, models, mechanisms, and architectures of this technology while allowing for the financial assessment of resources and how they compare to traditional storage systems.

The Self Tracking

Author : Gina Neff
ISBN : 9780262529129
Genre : Computers
File Size : 51. 63 MB
Format : PDF, Kindle
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What happens when people turn their everyday experience into data: an introduction to the essential ideas and key challenges of self-tracking.

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