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                           <rdf:li><rdf:Description xmpDM:name="Networking Trends Raj Jain Washington University in Saint Louis Saint Louis, MO 63130 Jain@cse.wustl.edu" xmpDM:startTime="0" xmpDM:duration="1000"/></rdf:li><rdf:li><rdf:Description xmpDM:name="Audio/Video recordings of this class lecture are available at: http://www.cse.wustl.edu/~jain/cse570-18/" xmpDM:startTime="0" xmpDM:duration="1000"/></rdf:li><rdf:li><rdf:Description xmpDM:name="." xmpDM:startTime="0" xmpDM:duration="1000"/></rdf:li><rdf:li><rdf:Description xmpDM:name="" xmpDM:startTime="0" xmpDM:duration="1000"/></rdf:li><rdf:li><rdf:Description xmpDM:name="Overview Sources of Trends Processor, Storage, Clouds and Mobile Apps Cisco Visual Networking Index Gartner Hype Cycle 2014 Google Trends" xmpDM:startTime="19133" xmpDM:duration="1000"/></rdf:li><rdf:li><rdf:Description xmpDM:name="" xmpDM:startTime="19133" xmpDM:duration="1000"/></rdf:li><rdf:li><rdf:Description xmpDM:name="Sources of Trends Activities in technical industry organizations: IEEE, IETF, ITU NSF funding areas Venture capital investments Industry analytics companies" xmpDM:startTime="31633" xmpDM:duration="1000"/></rdf:li><rdf:li><rdf:Description xmpDM:name="like Gartner Google searches by people all over the world “VCs have a herd mentality.”" xmpDM:startTime="31633" xmpDM:duration="1000"/></rdf:li><rdf:li><rdf:Description xmpDM:name="" xmpDM:startTime="31633" xmpDM:duration="1000"/></rdf:li><rdf:li><rdf:Description xmpDM:name="Processor Growth: Moore’s Law Vaccuum 1 Ref: M." xmpDM:startTime="104600" xmpDM:duration="1000"/></rdf:li><rdf:li><rdf:Description xmpDM:name="Czerniak, “What lies beneath? 50 years of enabling Moore’s Law,” Solid State Technology, http://electroiq.com/blog/2015/11/what-lies-beneath-50-years-of-enabling-moores-law/" xmpDM:startTime="104600" xmpDM:duration="1000"/></rdf:li><rdf:li><rdf:Description xmpDM:name="Garden Moore, Director of R&amp;D, Fairchild Semiconductor 1965: Transistor density doubling every two years Washington University in Saint Louis" xmpDM:startTime="104600" xmpDM:duration="1000"/></rdf:li><rdf:li><rdf:Description xmpDM:name="Will Moore’s Law Continue? A debate has begun… Ref: B." xmpDM:startTime="204467" xmpDM:duration="1000"/></rdf:li><rdf:li><rdf:Description xmpDM:name="James, “Moore’s Law sad that no one believes in it anymore,” The Hard Time, October 23, 2017, http://thehardtime.com/moores-law-sad-no-one-believes-anymore" xmpDM:startTime="204467" xmpDM:duration="1000"/></rdf:li><rdf:li><rdf:Description xmpDM:name="" xmpDM:startTime="204467" xmpDM:duration="1000"/></rdf:li><rdf:li><rdf:Description xmpDM:name="http://www.softmachines.org/wordpress/wp-content/uploads/2017/07/performance-time.jpg" xmpDM:startTime="309167" xmpDM:duration="1000"/></rdf:li><rdf:li><rdf:Description xmpDM:name="Will Moore’s Law Continue? (Cont) It may have broken down in 2004… Ref: R." xmpDM:startTime="309167" xmpDM:duration="1000"/></rdf:li><rdf:li><rdf:Description xmpDM:name="Jones, “Economics after Moore’s Law,” Soft Machines, July 21, 2107, http://www.softmachines.org/wordpress/?p=2097" xmpDM:startTime="309167" xmpDM:duration="1000"/></rdf:li><rdf:li><rdf:Description xmpDM:name="" xmpDM:startTime="309167" xmpDM:duration="1000"/></rdf:li><rdf:li><rdf:Description xmpDM:name="Storage Capacity http://www.clivemaxfield.com/area51/do-not-delete/lar-0011n-eet-05-lg.jpg" xmpDM:startTime="350900" xmpDM:duration="1000"/></rdf:li><rdf:li><rdf:Description xmpDM:name="Ref: L." xmpDM:startTime="350900" xmpDM:duration="1000"/></rdf:li><rdf:li><rdf:Description xmpDM:name="Rizzatti, “Digital Data Storage is Undergoing Mind-Boggling Growth,” EE Times, September 14, 2016, https://www.eetimes.com/author.asp?section_id=36&amp;doc_id=1330462" xmpDM:startTime="350900" xmpDM:duration="1000"/></rdf:li><rdf:li><rdf:Description xmpDM:name="Exa=1018, Zetta=1021, Yotta=1024." xmpDM:startTime="350900" xmpDM:duration="1000"/></rdf:li><rdf:li><rdf:Description xmpDM:name="Scales extended from Giga to Yotta in 1991 42% compound annual growth rate (CAGR) 50ZB" xmpDM:startTime="350900" xmpDM:duration="1000"/></rdf:li><rdf:li><rdf:Description xmpDM:name="http://www.softmachines.org/wordpress/wp-content/uploads/2017/07/performance-time.jpg" xmpDM:startTime="539067" xmpDM:duration="1000"/></rdf:li><rdf:li><rdf:Description xmpDM:name="Will Moore’s Law Continue? (Cont) It may have broken down in 2004… Ref: R." xmpDM:startTime="539067" xmpDM:duration="1000"/></rdf:li><rdf:li><rdf:Description xmpDM:name="Jones, “Economics after Moore’s Law,” Soft Machines, July 21, 2107, http://www.softmachines.org/wordpress/?p=2097" xmpDM:startTime="539067" xmpDM:duration="1000"/></rdf:li><rdf:li><rdf:Description xmpDM:name="" xmpDM:startTime="539067" xmpDM:duration="1000"/></rdf:li><rdf:li><rdf:Description xmpDM:name="Storage Capacity http://www.clivemaxfield.com/area51/do-not-delete/lar-0011n-eet-05-lg.jpg" xmpDM:startTime="543533" xmpDM:duration="1000"/></rdf:li><rdf:li><rdf:Description xmpDM:name="Ref: L." xmpDM:startTime="543533" xmpDM:duration="1000"/></rdf:li><rdf:li><rdf:Description xmpDM:name="Rizzatti, “Digital Data Storage is Undergoing Mind-Boggling Growth,” EE Times, September 14, 2016, https://www.eetimes.com/author.asp?section_id=36&amp;doc_id=1330462" xmpDM:startTime="543533" xmpDM:duration="1000"/></rdf:li><rdf:li><rdf:Description xmpDM:name="Exa=1018, Zetta=1021, Yotta=1024." xmpDM:startTime="543533" xmpDM:duration="1000"/></rdf:li><rdf:li><rdf:Description xmpDM:name="Scales extended from Giga to Yotta in 1991 42% compound annual growth rate (CAGR) 50ZB" xmpDM:startTime="543533" xmpDM:duration="1000"/></rdf:li><rdf:li><rdf:Description xmpDM:name="Clouds and Mobile Apps June 29, 2007: Apple announced iPhone Þ Birth of Mobile Internet, Mobile Apps Almost all services" xmpDM:startTime="547833" xmpDM:duration="1000"/></rdf:li><rdf:li><rdf:Description xmpDM:name="are now mobile apps: Google, Facebook, Bank of America, … Almost all services need to be global (World is flat)" xmpDM:startTime="547833" xmpDM:duration="1000"/></rdf:li><rdf:li><rdf:Description xmpDM:name="Almost all services use cloud computing August 25, 2006: Amazon announced EC2 Þ Birth of Cloud Computing in reality (Prior" xmpDM:startTime="547833" xmpDM:duration="1000"/></rdf:li><rdf:li><rdf:Description xmpDM:name="theoretical concepts of computing as a utility) Networks need to support efficient service setup and delivery" xmpDM:startTime="547833" xmpDM:duration="1000"/></rdf:li><rdf:li><rdf:Description xmpDM:name="Cloud Computing Statistics By 2020: 11/12th of workload in clouds, 1/12th in traditional data center 92% Data center IP traffic" xmpDM:startTime="1003600" xmpDM:duration="1000"/></rdf:li><rdf:li><rdf:Description xmpDM:name="in clouds, 8% in traditional data center 3X growth in cloud workload in 5 years 3X growth in IP traffic" xmpDM:startTime="1003600" xmpDM:duration="1000"/></rdf:li><rdf:li><rdf:Description xmpDM:name="in 5 years 5X growth in data center storage 7/8th in cloud, 1/8th in traditional data centers 2/3rd in public" xmpDM:startTime="1003600" xmpDM:duration="1000"/></rdf:li><rdf:li><rdf:Description xmpDM:name="clouds, 1/3rd in private clouds 59% of consumers will use cloud storage (Under estimate) SDN/NFV transporting 22% of datacenter traffic" xmpDM:startTime="1003600" xmpDM:duration="1000"/></rdf:li><rdf:li><rdf:Description xmpDM:name="to 44% by 2020 Ref: Cisco, “Cisco Global Cloud Index: Forecast and Methodology, 2015-2020,” 2016, https://www.cisco.com/c/dam/en/us/solutions/collateral/service-provider/global-cloud-index-gci/white-paper-c11-738085.pdf" xmpDM:startTime="1003600" xmpDM:duration="1000"/></rdf:li><rdf:li><rdf:Description xmpDM:name="" xmpDM:startTime="1003600" xmpDM:duration="1000"/></rdf:li><rdf:li><rdf:Description xmpDM:name="Cisco Visual Networking Index Between 2016-2021 (5 Years): 3× growth in IP traffic Þ 3 ZB/year 127× growth in 16" xmpDM:startTime="1018167" xmpDM:duration="1000"/></rdf:li><rdf:li><rdf:Description xmpDM:name="years (2005-2021) 5× growth in busy hour traffic PC traffic will be only 1/4th compared to ½ in 2016 Smart" xmpDM:startTime="1018167" xmpDM:duration="1000"/></rdf:li><rdf:li><rdf:Description xmpDM:name="phone traffic will be 1/3rd compared to 1/8th in 2016 10% CAGR PC 21% CAGR for TV 29% CAGR for" xmpDM:startTime="1018167" xmpDM:duration="1000"/></rdf:li><rdf:li><rdf:Description xmpDM:name="Tablets 49% CAGR for Smart phones 49% CAGR for Machine-to-Machine 3 device per capita worldwide 7 devices per user (North" xmpDM:startTime="1018167" xmpDM:duration="1000"/></rdf:li><rdf:li><rdf:Description xmpDM:name="America) Þ 14 by 2020 Ref: Cisco, “Cisco Visual Networking Index: Forecast and Methodology, 2016-2021,” June 6, 2017, https://www.cisco.com/c/dam/en/us/solutions/collateral/service-provider/visual-networking-index-vni/complete-white-paper-c11-481360.pdf" xmpDM:startTime="1018167" xmpDM:duration="1000"/></rdf:li><rdf:li><rdf:Description xmpDM:name="" xmpDM:startTime="1018167" xmpDM:duration="1000"/></rdf:li><rdf:li><rdf:Description xmpDM:name="Cloud Computing Statistics By 2020: 11/12th of workload in clouds, 1/12th in traditional data center 92% Data center IP traffic" xmpDM:startTime="1019400" xmpDM:duration="1000"/></rdf:li><rdf:li><rdf:Description xmpDM:name="in clouds, 8% in traditional data center 3X growth in cloud workload in 5 years 3X growth in IP traffic" xmpDM:startTime="1019400" xmpDM:duration="1000"/></rdf:li><rdf:li><rdf:Description xmpDM:name="in 5 years 5X growth in data center storage 7/8th in cloud, 1/8th in traditional data centers 2/3rd in public" xmpDM:startTime="1019400" xmpDM:duration="1000"/></rdf:li><rdf:li><rdf:Description xmpDM:name="clouds, 1/3rd in private clouds 59% of consumers will use cloud storage (Under estimate) SDN/NFV transporting 22% of datacenter traffic" xmpDM:startTime="1019400" xmpDM:duration="1000"/></rdf:li><rdf:li><rdf:Description xmpDM:name="to 44% by 2020 Ref: Cisco, “Cisco Global Cloud Index: Forecast and Methodology, 2015-2020,” 2016, https://www.cisco.com/c/dam/en/us/solutions/collateral/service-provider/global-cloud-index-gci/white-paper-c11-738085.pdf" xmpDM:startTime="1019400" xmpDM:duration="1000"/></rdf:li><rdf:li><rdf:Description xmpDM:name="" xmpDM:startTime="1019400" xmpDM:duration="1000"/></rdf:li><rdf:li><rdf:Description xmpDM:name="Clouds and Mobile Apps June 29, 2007: Apple announced iPhone Þ Birth of Mobile Internet, Mobile Apps Almost all services" xmpDM:startTime="1020600" xmpDM:duration="1000"/></rdf:li><rdf:li><rdf:Description xmpDM:name="are now mobile apps: Google, Facebook, Bank of America, … Almost all services need to be global (World is flat)" xmpDM:startTime="1020600" xmpDM:duration="1000"/></rdf:li><rdf:li><rdf:Description xmpDM:name="Almost all services use cloud computing August 25, 2006: Amazon announced EC2 Þ Birth of Cloud Computing in reality (Prior" xmpDM:startTime="1020600" xmpDM:duration="1000"/></rdf:li><rdf:li><rdf:Description xmpDM:name="theoretical concepts of computing as a utility) Networks need to support efficient service setup and delivery" xmpDM:startTime="1020600" xmpDM:duration="1000"/></rdf:li><rdf:li><rdf:Description xmpDM:name="Cloud Computing Statistics By 2020: 11/12th of workload in clouds, 1/12th in traditional data center 92% Data center IP traffic" xmpDM:startTime="1164233" xmpDM:duration="1000"/></rdf:li><rdf:li><rdf:Description xmpDM:name="in clouds, 8% in traditional data center 3X growth in cloud workload in 5 years 3X growth in IP traffic" xmpDM:startTime="1164233" xmpDM:duration="1000"/></rdf:li><rdf:li><rdf:Description xmpDM:name="in 5 years 5X growth in data center storage 7/8th in cloud, 1/8th in traditional data centers 2/3rd in public" xmpDM:startTime="1164233" xmpDM:duration="1000"/></rdf:li><rdf:li><rdf:Description xmpDM:name="clouds, 1/3rd in private clouds 59% of consumers will use cloud storage (Under estimate) SDN/NFV transporting 22% of datacenter traffic" xmpDM:startTime="1164233" xmpDM:duration="1000"/></rdf:li><rdf:li><rdf:Description xmpDM:name="to 44% by 2020 Ref: Cisco, “Cisco Global Cloud Index: Forecast and Methodology, 2015-2020,” 2016, https://www.cisco.com/c/dam/en/us/solutions/collateral/service-provider/global-cloud-index-gci/white-paper-c11-738085.pdf" xmpDM:startTime="1164233" xmpDM:duration="1000"/></rdf:li><rdf:li><rdf:Description xmpDM:name="" xmpDM:startTime="1164233" xmpDM:duration="1000"/></rdf:li><rdf:li><rdf:Description xmpDM:name="Cisco Visual Networking Index Between 2016-2021 (5 Years): 3× growth in IP traffic Þ 3 ZB/year 127× growth in 16" xmpDM:startTime="1813367" xmpDM:duration="1000"/></rdf:li><rdf:li><rdf:Description xmpDM:name="years (2005-2021) 5× growth in busy hour traffic PC traffic will be only 1/4th compared to ½ in 2016 Smart" xmpDM:startTime="1813367" xmpDM:duration="1000"/></rdf:li><rdf:li><rdf:Description xmpDM:name="phone traffic will be 1/3rd compared to 1/8th in 2016 10% CAGR PC 21% CAGR for TV 29% CAGR for" xmpDM:startTime="1813367" xmpDM:duration="1000"/></rdf:li><rdf:li><rdf:Description xmpDM:name="Tablets 49% CAGR for Smart phones 49% CAGR for Machine-to-Machine 3 device per capita worldwide 7 devices per user (North" xmpDM:startTime="1813367" xmpDM:duration="1000"/></rdf:li><rdf:li><rdf:Description xmpDM:name="America) Þ 14 by 2020 Ref: Cisco, “Cisco Visual Networking Index: Forecast and Methodology, 2016-2021,” June 6, 2017, https://www.cisco.com/c/dam/en/us/solutions/collateral/service-provider/visual-networking-index-vni/complete-white-paper-c11-481360.pdf" xmpDM:startTime="1813367" xmpDM:duration="1000"/></rdf:li><rdf:li><rdf:Description xmpDM:name="" xmpDM:startTime="1813367" xmpDM:duration="1000"/></rdf:li><rdf:li><rdf:Description xmpDM:name="Video and Mobile Traffic Between 2016-2021 (5 Years): 4/5th of IP traffic will be video 4x growth in 5 years" xmpDM:startTime="2279967" xmpDM:duration="1000"/></rdf:li><rdf:li><rdf:Description xmpDM:name="1/8th of Internet video traffic will be live video 15x growth in 5 years 3.4%" xmpDM:startTime="2279967" xmpDM:duration="1000"/></rdf:li><rdf:li><rdf:Description xmpDM:name="of Internet video traffic will be surveillance video 7x growth Million minutes of video crossing the network per second Þ" xmpDM:startTime="2279967" xmpDM:duration="1000"/></rdf:li><rdf:li><rdf:Description xmpDM:name="60 Ms = 5 M years to watch video created in 1 second 20x growth in virtual reality (VR) and" xmpDM:startTime="2279967" xmpDM:duration="1000"/></rdf:li><rdf:li><rdf:Description xmpDM:name="augmented reality (AR) traffic Mobile traffic will grow twice as fast as fixed IP traffic Ref: Cisco, “Cisco Visual Networking" xmpDM:startTime="2279967" xmpDM:duration="1000"/></rdf:li><rdf:li><rdf:Description xmpDM:name="Index: Forecast and Methodology, 2016-2021,” June 6, 2017, https://www.cisco.com/c/dam/en/us/solutions/collateral/service-provider/visual-networking-index-vni/complete-white-paper-c11-481360.pdf" xmpDM:startTime="2279967" xmpDM:duration="1000"/></rdf:li><rdf:li><rdf:Description xmpDM:name="" xmpDM:startTime="2279967" xmpDM:duration="1000"/></rdf:li><rdf:li><rdf:Description xmpDM:name="Gartner Hype Cycle 2017 VC investment Acquisitions By large corporations Mass Production Ref: Gartner, “Hype Cycle for Emerging Technologies, 2017,”" xmpDM:startTime="2644000" xmpDM:duration="1000"/></rdf:li><rdf:li><rdf:Description xmpDM:name="July 2017, [subscribers only]" xmpDM:startTime="2644000" xmpDM:duration="1000"/></rdf:li><rdf:li><rdf:Description xmpDM:name="Gartner Hype Cycle 2016 VC investment Acquisitions By large corporations Mass Production Ref: Gartner, “Hype Cycle for Emerging Technologies, 2016,”" xmpDM:startTime="3125300" xmpDM:duration="1000"/></rdf:li><rdf:li><rdf:Description xmpDM:name="July 2016, [subscribers only], gartner.com/document/3383817" xmpDM:startTime="3125300" xmpDM:duration="1000"/></rdf:li><rdf:li><rdf:Description xmpDM:name="" xmpDM:startTime="3125300" xmpDM:duration="1000"/></rdf:li><rdf:li><rdf:Description xmpDM:name="Gartner Hype Cycle 2017 VC investment Acquisitions By large corporations Mass Production Ref: Gartner, “Hype Cycle for Emerging Technologies, 2017,”" xmpDM:startTime="3137933" xmpDM:duration="1000"/></rdf:li><rdf:li><rdf:Description xmpDM:name="July 2017, [subscribers only]" xmpDM:startTime="3137933" xmpDM:duration="1000"/></rdf:li><rdf:li><rdf:Description xmpDM:name="Gartner Hype Cycle 2016 VC investment Acquisitions By large corporations Mass Production Ref: Gartner, “Hype Cycle for Emerging Technologies, 2016,”" xmpDM:startTime="3201400" xmpDM:duration="1000"/></rdf:li><rdf:li><rdf:Description xmpDM:name="July 2016, [subscribers only], gartner.com/document/3383817" xmpDM:startTime="3201400" xmpDM:duration="1000"/></rdf:li><rdf:li><rdf:Description xmpDM:name="" xmpDM:startTime="3201400" xmpDM:duration="1000"/></rdf:li><rdf:li><rdf:Description xmpDM:name="What is Google Trends? A time series graph of number of searches on any term of your choice Scaled to" xmpDM:startTime="3227900" xmpDM:duration="1000"/></rdf:li><rdf:li><rdf:Description xmpDM:name="100%." xmpDM:startTime="3227900" xmpDM:duration="1000"/></rdf:li><rdf:li><rdf:Description xmpDM:name="100=Maximum over time Includes geographical distribution of those searches Includes major news items Example: “Donald Trump” Popular in Canada Donald" xmpDM:startTime="3227900" xmpDM:duration="1000"/></rdf:li><rdf:li><rdf:Description xmpDM:name="Trump https://trends.google.com/trends/explore?q=Donald%20Trump" xmpDM:startTime="3227900" xmpDM:duration="1000"/></rdf:li><rdf:li><rdf:Description xmpDM:name="Jan 22, 2017 Dec 24, 2017 Sep 3, 2017 May 14, 2017 Interest over time Interest by region Snapshot: January" xmpDM:startTime="3227900" xmpDM:duration="1000"/></rdf:li><rdf:li><rdf:Description xmpDM:name="21, 2018" xmpDM:startTime="3227900" xmpDM:duration="1000"/></rdf:li><rdf:li><rdf:Description xmpDM:name="Google Trends and GDP Internet users from countries with higher GDP are more likely to search for future topics than" xmpDM:startTime="3402633" xmpDM:duration="1000"/></rdf:li><rdf:li><rdf:Description xmpDM:name="about the past." xmpDM:startTime="3402633" xmpDM:duration="1000"/></rdf:li><rdf:li><rdf:Description xmpDM:name="Economic indicators are correlated to on-line behavior." xmpDM:startTime="3402633" xmpDM:duration="1000"/></rdf:li><rdf:li><rdf:Description xmpDM:name="Ref: C." xmpDM:startTime="3402633" xmpDM:duration="1000"/></rdf:li><rdf:li><rdf:Description xmpDM:name="Johnston, “Google Trends reveals clues about the mentality of richer nations,” http://arstechnica.com/gadgets/2012/04/google-trends-reveals-clues-about-the-mentality-of-richer-nations/" xmpDM:startTime="3402633" xmpDM:duration="1000"/></rdf:li><rdf:li><rdf:Description xmpDM:name="" xmpDM:startTime="3402633" xmpDM:duration="1000"/></rdf:li><rdf:li><rdf:Description xmpDM:name="What is Google Trends? A time series graph of number of searches on any term of your choice Scaled to" xmpDM:startTime="3430667" xmpDM:duration="1000"/></rdf:li><rdf:li><rdf:Description xmpDM:name="100%." xmpDM:startTime="3430667" xmpDM:duration="1000"/></rdf:li><rdf:li><rdf:Description xmpDM:name="100=Maximum over time Includes geographical distribution of those searches Includes major news items Example: “Donald Trump” Popular in Canada Donald" xmpDM:startTime="3430667" xmpDM:duration="1000"/></rdf:li><rdf:li><rdf:Description xmpDM:name="Trump https://trends.google.com/trends/explore?q=Donald%20Trump" xmpDM:startTime="3430667" xmpDM:duration="1000"/></rdf:li><rdf:li><rdf:Description xmpDM:name="Jan 22, 2017 Dec 24, 2017 Sep 3, 2017 May 14, 2017 Interest over time Interest by region Snapshot: January" xmpDM:startTime="3430667" xmpDM:duration="1000"/></rdf:li><rdf:li><rdf:Description xmpDM:name="21, 2018" xmpDM:startTime="3430667" xmpDM:duration="1000"/></rdf:li><rdf:li><rdf:Description xmpDM:name="Google Trends and GDP Internet users from countries with higher GDP are more likely to search for future topics than" xmpDM:startTime="3465700" xmpDM:duration="1000"/></rdf:li><rdf:li><rdf:Description xmpDM:name="about the past." xmpDM:startTime="3465700" xmpDM:duration="1000"/></rdf:li><rdf:li><rdf:Description xmpDM:name="Economic indicators are correlated to on-line behavior." xmpDM:startTime="3465700" xmpDM:duration="1000"/></rdf:li><rdf:li><rdf:Description xmpDM:name="Ref: C." xmpDM:startTime="3465700" xmpDM:duration="1000"/></rdf:li><rdf:li><rdf:Description xmpDM:name="Johnston, “Google Trends reveals clues about the mentality of richer nations,” http://arstechnica.com/gadgets/2012/04/google-trends-reveals-clues-about-the-mentality-of-richer-nations/" xmpDM:startTime="3465700" xmpDM:duration="1000"/></rdf:li><rdf:li><rdf:Description xmpDM:name="" xmpDM:startTime="3465700" xmpDM:duration="1000"/></rdf:li><rdf:li><rdf:Description xmpDM:name="Data Center Network: Google Trends Jan 2013 Jul 2017 Stable, Neither declining nor increasing Mostly in USA and India USA" xmpDM:startTime="3474333" xmpDM:duration="1000"/></rdf:li><rdf:li><rdf:Description xmpDM:name="and India are highly correlated probably because Indian IT industry services US companies Snapshot: January 21, 2018" xmpDM:startTime="3474333" xmpDM:duration="1000"/></rdf:li><rdf:li><rdf:Description xmpDM:name="Network Virtualization: Google Trends Still before the knee Snapshot: January 21, 2018" xmpDM:startTime="3558867" xmpDM:duration="1000"/></rdf:li><rdf:li><rdf:Description xmpDM:name="Virtualization: Google Trends Virtualization Server Storage Network Increasing curiosity about network virtualization Server Network Storage Snapshot: January 21, 2018" xmpDM:startTime="3579600" xmpDM:duration="1000"/></rdf:li><rdf:li><rdf:Description xmpDM:name="SDN: Google Trends Started May 21, 2011: Open Networking Foundation formed  Announced standardizing OpenFlow Software defined networking, Software defined" xmpDM:startTime="3619267" xmpDM:duration="1000"/></rdf:li><rdf:li><rdf:Description xmpDM:name="network, SDN have slightly different trends Snapshot: January 21, 2018" xmpDM:startTime="3619267" xmpDM:duration="1000"/></rdf:li><rdf:li><rdf:Description xmpDM:name="Virtualization: Google Trends Virtualization Server Storage Network Increasing curiosity about network virtualization Server Network Storage Snapshot: January 21, 2018" xmpDM:startTime="3723300" xmpDM:duration="1000"/></rdf:li><rdf:li><rdf:Description xmpDM:name="Network Virtualization: Google Trends Still before the knee Snapshot: January 21, 2018" xmpDM:startTime="3723567" xmpDM:duration="1000"/></rdf:li><rdf:li><rdf:Description xmpDM:name="Data Center Network: Google Trends Jan 2013 Jul 2017 Stable, Neither declining nor increasing Mostly in USA and India USA" xmpDM:startTime="3723833" xmpDM:duration="1000"/></rdf:li><rdf:li><rdf:Description xmpDM:name="and India are highly correlated probably because Indian IT industry services US companies Snapshot: January 21, 2018" xmpDM:startTime="3723833" xmpDM:duration="1000"/></rdf:li><rdf:li><rdf:Description xmpDM:name="Google Trends and GDP Internet users from countries with higher GDP are more likely to search for future topics than" xmpDM:startTime="3724100" xmpDM:duration="1000"/></rdf:li><rdf:li><rdf:Description xmpDM:name="about the past." xmpDM:startTime="3724100" xmpDM:duration="1000"/></rdf:li><rdf:li><rdf:Description xmpDM:name="Economic indicators are correlated to on-line behavior." xmpDM:startTime="3724100" xmpDM:duration="1000"/></rdf:li><rdf:li><rdf:Description xmpDM:name="Ref: C." xmpDM:startTime="3724100" xmpDM:duration="1000"/></rdf:li><rdf:li><rdf:Description xmpDM:name="Johnston, “Google Trends reveals clues about the mentality of richer nations,” http://arstechnica.com/gadgets/2012/04/google-trends-reveals-clues-about-the-mentality-of-richer-nations/" xmpDM:startTime="3724100" xmpDM:duration="1000"/></rdf:li><rdf:li><rdf:Description xmpDM:name="" xmpDM:startTime="3724100" xmpDM:duration="1000"/></rdf:li><rdf:li><rdf:Description xmpDM:name="What is Google Trends? A time series graph of number of searches on any term of your choice Scaled to" xmpDM:startTime="3724600" xmpDM:duration="1000"/></rdf:li><rdf:li><rdf:Description xmpDM:name="100%." xmpDM:startTime="3724600" xmpDM:duration="1000"/></rdf:li><rdf:li><rdf:Description xmpDM:name="100=Maximum over time Includes geographical distribution of those searches Includes major news items Example: “Donald Trump” Popular in Canada Donald" xmpDM:startTime="3724600" xmpDM:duration="1000"/></rdf:li><rdf:li><rdf:Description xmpDM:name="Trump https://trends.google.com/trends/explore?q=Donald%20Trump" xmpDM:startTime="3724600" xmpDM:duration="1000"/></rdf:li><rdf:li><rdf:Description xmpDM:name="Jan 22, 2017 Dec 24, 2017 Sep 3, 2017 May 14, 2017 Interest over time Interest by region Snapshot: January" xmpDM:startTime="3724600" xmpDM:duration="1000"/></rdf:li><rdf:li><rdf:Description xmpDM:name="21, 2018" xmpDM:startTime="3724600" xmpDM:duration="1000"/></rdf:li><rdf:li><rdf:Description xmpDM:name="Gartner Hype Cycle 2016 VC investment Acquisitions By large corporations Mass Production Ref: Gartner, “Hype Cycle for Emerging Technologies, 2016,”" xmpDM:startTime="3725033" xmpDM:duration="1000"/></rdf:li><rdf:li><rdf:Description xmpDM:name="July 2016, [subscribers only], gartner.com/document/3383817" xmpDM:startTime="3725033" xmpDM:duration="1000"/></rdf:li><rdf:li><rdf:Description xmpDM:name="" xmpDM:startTime="3725033" xmpDM:duration="1000"/></rdf:li><rdf:li><rdf:Description xmpDM:name="Gartner Hype Cycle 2017 VC investment Acquisitions By large corporations Mass Production Ref: Gartner, “Hype Cycle for Emerging Technologies, 2017,”" xmpDM:startTime="3725333" xmpDM:duration="1000"/></rdf:li><rdf:li><rdf:Description xmpDM:name="July 2017, [subscribers only]" xmpDM:startTime="3725333" xmpDM:duration="1000"/></rdf:li><rdf:li><rdf:Description xmpDM:name="Gartner Hype Cycle 2016 VC investment Acquisitions By large corporations Mass Production Ref: Gartner, “Hype Cycle for Emerging Technologies, 2016,”" xmpDM:startTime="3755800" xmpDM:duration="1000"/></rdf:li><rdf:li><rdf:Description xmpDM:name="July 2016, [subscribers only], gartner.com/document/3383817" xmpDM:startTime="3755800" xmpDM:duration="1000"/></rdf:li><rdf:li><rdf:Description xmpDM:name="" xmpDM:startTime="3755800" xmpDM:duration="1000"/></rdf:li><rdf:li><rdf:Description xmpDM:name="What is Google Trends? A time series graph of number of searches on any term of your choice Scaled to" xmpDM:startTime="3756067" xmpDM:duration="1000"/></rdf:li><rdf:li><rdf:Description xmpDM:name="100%." xmpDM:startTime="3756067" xmpDM:duration="1000"/></rdf:li><rdf:li><rdf:Description xmpDM:name="100=Maximum over time Includes geographical distribution of those searches Includes major news items Example: “Donald Trump” Popular in Canada Donald" xmpDM:startTime="3756067" xmpDM:duration="1000"/></rdf:li><rdf:li><rdf:Description xmpDM:name="Trump https://trends.google.com/trends/explore?q=Donald%20Trump" xmpDM:startTime="3756067" xmpDM:duration="1000"/></rdf:li><rdf:li><rdf:Description xmpDM:name="Jan 22, 2017 Dec 24, 2017 Sep 3, 2017 May 14, 2017 Interest over time Interest by region Snapshot: January" xmpDM:startTime="3756067" xmpDM:duration="1000"/></rdf:li><rdf:li><rdf:Description xmpDM:name="21, 2018" xmpDM:startTime="3756067" xmpDM:duration="1000"/></rdf:li><rdf:li><rdf:Description xmpDM:name="Google Trends and GDP Internet users from countries with higher GDP are more likely to search for future topics than" xmpDM:startTime="3756367" xmpDM:duration="1000"/></rdf:li><rdf:li><rdf:Description xmpDM:name="about the past." xmpDM:startTime="3756367" xmpDM:duration="1000"/></rdf:li><rdf:li><rdf:Description xmpDM:name="Economic indicators are correlated to on-line behavior." xmpDM:startTime="3756367" xmpDM:duration="1000"/></rdf:li><rdf:li><rdf:Description xmpDM:name="Ref: C." xmpDM:startTime="3756367" xmpDM:duration="1000"/></rdf:li><rdf:li><rdf:Description xmpDM:name="Johnston, “Google Trends reveals clues about the mentality of richer nations,” http://arstechnica.com/gadgets/2012/04/google-trends-reveals-clues-about-the-mentality-of-richer-nations/" xmpDM:startTime="3756367" xmpDM:duration="1000"/></rdf:li><rdf:li><rdf:Description xmpDM:name="" xmpDM:startTime="3756367" xmpDM:duration="1000"/></rdf:li><rdf:li><rdf:Description xmpDM:name="Data Center Network: Google Trends Jan 2013 Jul 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Software Defined Networking (SDN) Software Defined Infrastructure (SDI) SDN Exchanges (SDXs)" xmpDM:startTime="4106133" xmpDM:duration="1000"/></rdf:li><rdf:li><rdf:Description xmpDM:name="Efficient Size, Weight, and Power (SWaP) networking Identity management Network Security Ref: NITRD, “NITRD Program Supplement to the President’s Budget" xmpDM:startTime="4106133" xmpDM:duration="1000"/></rdf:li><rdf:li><rdf:Description xmpDM:name="– FY 2018,” October 2017, 98 pp.," xmpDM:startTime="4106133" xmpDM:duration="1000"/></rdf:li><rdf:li><rdf:Description xmpDM:name="https://www.nitrd.gov/pubs/2018supplement/FY2018NITRDSupplement.pdf" xmpDM:startTime="4106133" xmpDM:duration="1000"/></rdf:li><rdf:li><rdf:Description xmpDM:name="" xmpDM:startTime="4106133" xmpDM:duration="1000"/></rdf:li><rdf:li><rdf:Description xmpDM:name="Internet Engineering Task Force (IETF) Automated Network Management YANG modeling language to describe data sources NETCONF network configuration protocol Autonomic" 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