Bytes and bits: The dynamics of storage and Internet traffic growth Andrew Odlyzko.

Slides:



Advertisements
Similar presentations
Network Aware Forward Caching Presenter: Alexandre Gerber Jeffrey Erman, Mohammad T. Hajiaghayi, Dan Pei, Oliver Spatscheck AT&T Labs Research April 24.
Advertisements

RAID Redundant Arrays of Independent Disks Courtesy of Satya, Fall 99.
Storage Devices.
Measurements Andrew Odlyzko Measurements and Mismeasurements and the Dynamics of Data Traffic Growth
OPNET Technologies, Inc. Performance versus Cost in a Cloud Computing Environment Yiping Ding OPNET Technologies, Inc. © 2009 OPNET Technologies, Inc.
1 Future Internet: Drastic change, or muddling through? Andrew Odlyzko School of Mathematics and Digital Technology Center University of Minnesota
AOVG Andrew Odlyzko Traffic Growth and Network Spending: What’s Ahead?
Web Caching Schemes1 A Survey of Web Caching Schemes for the Internet Jia Wang.
1 Internet economics, Internet evolution, and misleading networking myths Andrew Odlyzko Digital Technology Center University of Minnesota
1 The Exaflood: Managing the coming digital deluge Andrew Odlyzko Digital Technology Center University of Minnesota
Internet growth myths Andrew Odlyzko AT&T Labs - Research
Some observations on Internet traffic growth & scaling Bill St Arnaud, CANARIE
1 The delusions of net neutrality Andrew Odlyzko School of Mathematics and Digital Technology Center University of Minnesota
University of Minnesota The paradoxes of broadband Andrew Odlyzko Digital Technology Center University of Minnesota
© 2007 Verizon. All Rights Reserved. PTE /07 FCC Workshop Global Broadband Connects the World Jacquelynn Ruff Vice President, International Public.
Broadband Andrew Odlyzko The Many Paradoxes of Broadband
University of Minnesota Crisis and Mythology in the Telecom World Andrew Odlyzko Digital Technology Center University of Minnesota
Internet traffic growth: A gale or a hurricane? Andrew Odlyzko AT&T Labs - Research
1 Internet traffic growth and implications for access technologies Andrew Odlyzko School of Mathematics and Digital Technology Center University of Minnesota.
12/3/2004EE 42 fall 2004 lecture 391 Lecture #39: Magnetic memory storage Last lecture: –Dynamic Ram –E 2 memory This lecture: –Future memory technologies.
1 Network design What (not) to expect from the future Internet Andrew Odlyzko Digital Technology Center University of Minnesota
University of Minnesota 1 AO 12/04/03 Andrew Odlyzko http.// Some Applications Of Bandwidth Estimation.
University of Minnesota Content versus connectivity and the persistent mirage of real-time streaming multimedia Andrew Odlyzko Digital Technology Center.
University of Minnesota Is IPTV.1 a waste of Internet bandwidth? Andrew Odlyzko Digital Technology Center University of Minnesota
University of Minnesota Next Generation Network, Next Generation Services, and Misleading Telecom Myths Andrew Odlyzko Digital Technology Center University.
4G and Wi-Fi Change The Wireless Game
Web Cache. Introduction what is web cache?  Introducing proxy servers at certain points in the network that serve in caching Web documents for faster.
Bandwidth What is it? How much do we need? Is it worth it?
Storage Security: The Next Frontier Jim Anderson Vice President, Marketing Networking and Storage Products Group May 2008.
Peering, network sharing, interconnects Eckart Zollner September 2014.
Chapter 4. After completion of this chapter, you should be able to: Explain “what is the Internet? And how we connect to the Internet using an ISP. Explain.
ITIS 1210 Introduction to Web-Based Information Systems Chapter 4. Understanding the Internet’s Software Structure.
CPU RAM IO USB SSD GPU DIM MHZ GHZ HARDWARE
1 Internet traffic growth trends Andrew Odlyzko Digital Technology Center University of Minnesota
10/10/021 THE INTERNET: OVERBUILDING WILL AFFECT FUTURE GROWTH & PRICING Robert B. Cohen Cohen Communications Group, October 10, 2001
The ProactiveWatch Monitoring Service. Are These Problems For You? Your business gets disrupted when your IT environment has issues Your employee and.
Neil Sanderson 24 October, Early days for virtualisation Virtualization Adoption x86 servers used for virtualization Virtualization adoption.
1 3 Computing System Fundamentals 3.2 Computer Architecture.
Networking Relationships What is a computer network?
A Digital Vision for Scotland Dr Trudy Nicolson Head of Broadband Policy Scottish Government 27 March 2013.
University of Minnesota 1 AO 12/04/03 University of Minnesota Andrew Odlyzko http.// Some Applications Of Bandwidth Estimation.
Companies that Introduced Disruptive Innovations Black & Decker Canon HP Inkjet Pixar Jet Blue Nucor Connor Peripherals.
The Internet The History and Future of the Internet.
Impact of Photonic Integration on Optical Services Serge Melle VP Technical Marketing, Infinera.
D-Link Systems, Inc. – Proprietary & Confidential.
Catherine Lian Managing Director, Dell Indonesia
University of Minnesota Internet traffic, bandwidth, architecture, and management Andrew Odlyzko Digital Technology Center University of Minnesota
Unit C-Hardware & Software1 GNVQ Foundation Unit C Bits & Bytes.
University of Minnesota First Mile Turmoil Andrew Odlyzko Digital Technology Center University of Minnesota http.//
SMDS Last Update Copyright Kenneth M. Chipps Ph.D. 1.
Presented By: Buybulkwebtraffic Presented By: Buybulkwebtraffic
Introduction to Digital Media 1. What is digital media? Digital media is a form of electronic media where data is stored in digital (as opposed to analog)
Vodafone Business Cloud
© OCR 2016 Unit 2.6 Data Representation Lesson 1 ‒ Numbers.
STORAGE DEVICES Towards the end of this unit you will be able to identify the type of storage devices and their storage capacity.
RAID Redundant Arrays of Independent Disks
The New Era of Mobile First
Network Modeling and Business Intelligence Service
Andrew McCombs March 10th, 2011
ADVANCED TRENDS IN OPTICAL COMMUNICATIONS
STORAGE DEVICES Towards the end of this unit you will be able to identify the type of storage devices and their storage capacity.
Vocabulary Big Data - “Big data is a broad term for datasets so large or complex that traditional data processing applications are inadequate.”
Emerging ICT needs – a Practitioners Perspective
STORAGE DEVICES Towards the end of this unit you will be able to identify the type of storage devices and their storage capacity.
Mission IDEA Works FW™ is a creative, dynamic entrepreneurial development program that provides emerging businesses with nurturing relationships, state.
Future Internet: Drastic change, or muddling through?
Innovation Dynamics in the IP Environment
Welcome to the DØRACE Workshop
The Future Of Hard Drive Technology Is Here!
Presentation transcript:

Bytes and bits: The dynamics of storage and Internet traffic growth Andrew Odlyzko

The most destructive myths of the boom: "build it and they will come" "insatiable demand for bandwidth" "Internet time" "Internet traffic doubles every three months"

Traffic on Internet backbones in U.S. For each year, shows estimated traffic in terabytes during December of that year ? 1,500 2, ,000 5, ,000 10, ,000 20, ,000 40, ,000 yearTB/month

Usual pattern of large, well-connected institutions: approximate doubling of traffic each year Note: Some large institutions report growth rates of 30-40% per year, the historical pre-Internet data traffic growth rate

SWITCH traffic and capacity across the Atlantic

Typical enterprise usage profile:

What about disruptive innovations such as the Web, or Napster? Answer: subsumed in (and feed) the 2x per year rate

Internet Traffic at the University of Waterloo

Napster, just like WWW, is another disruptive phenomenon that helps sustain the growth of traffic: Traffic from the University of Wisconsin to the Internet Napster other

Worldwide hard disk drive market. Year Storage capacity (terabytes) 76, , , ,140 1,463,109 3,176,845 5,273,817 10,535,758 18,360,034 28,073,322 43,642,319 (Based on IDC reports.)

Storage and traffic growing about 2x per year, faster than processing power, and far faster than displays Imbalance between storage and transmission will persist (many implications for locality of data, nature of traffic, etc.)

If you build it, they will come

If you build it, they will come instantly

X

X If you build it, they will come, but in their own sweet time (and they will do things you don’t expect).

More data, arguments, and speculations at: