cs5950 / cs6030 cloud, iot and big data - wmich.edu cloud, iot and big data ajay gupta b239, ceas...

Download CS5950 / CS6030 Cloud, IoT and Big Data - wmich.edu Cloud, IoT and Big Data Ajay Gupta B239, CEAS Computer

Post on 11-Jul-2020

0 views

Category:

Documents

0 download

Embed Size (px)

TRANSCRIPT

  • Cloud, IoT and Big Data 9/3/19

    WiSe Lab @ WMU Ajay Gupta www.cs.wmich.edu/wise 1

    CS5950 / CS6030 Cloud, IoT and Big Data

    Ajay Gupta B239, CEAS

    Computer Science Department Western Michigan University

    ajay.gupta@wmich.edu 276-3104

    WiSe Lab @ WMU www.cs.wmich.edu/wise

    Cloud, IoT and Big Data 2019 1

    Acknowledgements • I have liberally borrowed these slides and

    material from a number of sources including – Web, AWS Educate – MIT, Harvard, UMD, UPenn, UCSD, UW, Clarkson, . .

    . – Amazon, Google, IBM, Apache, ManjraSoft,

    CloudBook, . . . • Thanks to original authors including Ives, Dyer,

    Lin, Dean, Buyya, Ghemawat, Fanelli, Bisciglia, Kimball, Michels-Slettvet,…

    • If I have missed any, its purely unintentional. My sincere appreciation to those authors and their creative mind.

    WiSe Lab @ WMU www.cs.wmich.edu/wise

    Cloud, IoT and Big Data 2

    Source: http://www.free-pictures-photos.com/ WiSe Lab @ WMU www.cs.wmich.edu/wise

    3Cloud, IoT and Big Data

    mailto:Ajay.gupta@wmich.edu

  • Cloud, IoT and Big Data 9/3/19

    WiSe Lab @ WMU Ajay Gupta www.cs.wmich.edu/wise 2

    The Next Revolution in IT The Big Switch in IT

    • Classical Computing – Buy & Own

    • Hardware, System Software, Applications often to meet peak needs.

    – Install, Configure, Test, Verify, Evaluate

    – Manage – .. – Finally, use it – $$$$$....$(High Cost)

    • Cloud Computing – Subscribe – Use

    – $ - pay for what you use, based on QoS

    Ev er

    y 18

    m on

    th s?

    WiSe Lab @ WMU www.cs.wmich.edu/wise

    4Cloud, IoT and Big Data

    5

    Subscription-oriented & metered, Essential Utilities and Networks

    (1) Water Water Distribution Network

    (4) Telephone Telecom Networks

    (3) Gas

    (2) Electricity

    Power Grid

    WiSe Lab @ WMU www.cs.wmich.edu/wise

    Cloud, IoT and Big Data

    Power Grid Inspiration for Computing?: Deliver IT services as “computing utilities” to users

    WiSe Lab @ WMU www.cs.wmich.edu/wise

    6Cloud, IoT and Big Data

  • Cloud, IoT and Big Data 9/3/19

    WiSe Lab @ WMU Ajay Gupta www.cs.wmich.edu/wise 3

    “Computer Utilities” Vision: Implications of the Internet

    • 1969 – Leonard Kleinrock, ARPANET project – “As of now, computer networks are still in their infancy, but as

    they grow up and become sophisticated, we will probably see the spread of ‘computer utilities’, which, like present electric and telephone utilities, will service individual homes and offices across the country”

    • Computers Redefined – 1984 – John Gage, Sun Microsystems

    • “The network is the computer” – 2008 – David Patterson, U. C. Berkeley

    • “The data center is the computer. There are dramatic differences between developing software for millions to use as a service versus distributing software for millions to run their PCs”

    – 2009 – “The Cloud is the computer” – anonymous… WiSe Lab @ WMU www.cs.wmich.edu/wise

    7Cloud, IoT and Big Data

    Computing Paradigms and Attributes: Realizing the ‘Computer Utilities’ Vision

    • Web • Data Centers • Utility Computing • Service Computing • Grid Computing • P2P Computing • Market-Oriented

    Computing • Cloud Computing • …

    -Ubiquitous -Reliable -Scalable -Autonomic -Dynamic discovery - Composable -QoS -SLA - …

    } + Paradigms

    Attributes/Capabilities

    ? -Trillion $ business

    WiSe Lab @ WMU www.cs.wmich.edu/wise

    8Cloud, IoT and Big Data

    Maximilien Brice, © CERN WiSe Lab @ WMU www.cs.wmich.edu/wise

    Cloud, IoT and Big Data 9

  • Cloud, IoT and Big Data 9/3/19

    WiSe Lab @ WMU Ajay Gupta www.cs.wmich.edu/wise 4

    Maximilien Brice, © CERN WiSe Lab @ WMU www.cs.wmich.edu/wise

    Cloud, IoT and Big Data 10

    Too popular: too many are “In Search” of Cloud Computing

    Legend: Cluster computing, Grid computing, Cloud computing

    WiSe Lab @ WMU www.cs.wmich.edu/wise

    11Cloud Computing 2017

    Too popular: too many are “In Search” of Cloud Computing

    WiSe Lab @ WMU www.cs.wmich.edu/wise

    12Cloud, IoT and Big Data

    0

    20

    40

    60

    80

    100

    120

    7/1/12 7/1/13 7/1/14 7/1/15 7/1/16

    c loud c omputing: ( Worldwide)

    c lus ter c om puting: (Worldw ide)

    Dis tributed com puting: (Worldwide)

    Google Trends 2017

Recommended

View more >