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                           <rdf:li><rdf:Description xmpDM:name="Overview Why networking is important Recent trends and issues in networking Our Research and its Distinctions Required qualifications" xmpDM:startTime="2833" xmpDM:duration="1000"/></rdf:li><rdf:li><rdf:Description xmpDM:name="Our Research on Networking, Security, Internet of Things, Blockchains, and Drones Raj Jain Washington University in Saint Louis Saint Louis," xmpDM:startTime="12467" xmpDM:duration="1000"/></rdf:li><rdf:li><rdf:Description xmpDM:name="MO 63130 Jain@wustl.edu" xmpDM:startTime="12467" xmpDM:duration="1000"/></rdf:li><rdf:li><rdf:Description xmpDM:name="A talk in “CSE 591: Introduction to Graduate Studies in CSE” September 20, 2019 These slides and a video recording" xmpDM:startTime="12467" xmpDM:duration="1000"/></rdf:li><rdf:li><rdf:Description xmpDM:name="of this talk are at: http://www.cse.wustl.edu/~jain/talks/cs59119.htm" xmpDM:startTime="12467" xmpDM:duration="1000"/></rdf:li><rdf:li><rdf:Description xmpDM:name="Image result for blockchains Image result for drones Image result for Internet of Things" xmpDM:startTime="12467" xmpDM:duration="1000"/></rdf:li><rdf:li><rdf:Description xmpDM:name="Overview Why networking is important Recent trends and issues in networking Our Research and its Distinctions Required qualifications" xmpDM:startTime="21033" xmpDM:duration="1000"/></rdf:li><rdf:li><rdf:Description xmpDM:name="Networking = “Plumbing” Networking is the “plumbing” of computing Almost all areas of computing are network-based." xmpDM:startTime="28033" xmpDM:duration="1000"/></rdf:li><rdf:li><rdf:Description xmpDM:name="Distributed computing Big Data Cloud Computing Internet of Things Smart Cities Networking is the backbone of computing." xmpDM:startTime="28033" xmpDM:duration="1000"/></rdf:li><rdf:li><rdf:Description xmpDM:name="Networking is already great!" xmpDM:startTime="28033" xmpDM:duration="1000"/></rdf:li><rdf:li><rdf:Description xmpDM:name="Networking is Fueling All Sectors of Economy Networking companies are among the most valued companies: Apple, AT&amp;T, Samsung, Verizon, Microsoft," xmpDM:startTime="86933" xmpDM:duration="1000"/></rdf:li><rdf:li><rdf:Description xmpDM:name="China Mobile, Alphabet, Comcast, NTT, IBM, Intel, Cisco, Amazon, Facebook, … Þ All tech companies that are hiring currently are" xmpDM:startTime="86933" xmpDM:duration="1000"/></rdf:li><rdf:li><rdf:Description xmpDM:name="networking companies Note: Apple became highly valued only after it switched from computing to communications (iPhone) Networking = Economic Indicator" xmpDM:startTime="86933" xmpDM:duration="1000"/></rdf:li><rdf:li><rdf:Description xmpDM:name="" xmpDM:startTime="86933" xmpDM:duration="1000"/></rdf:li><rdf:li><rdf:Description xmpDM:name="Gartner Hype Cycle of Emerging Tech 2019 Ref: B." xmpDM:startTime="145800" xmpDM:duration="1000"/></rdf:li><rdf:li><rdf:Description xmpDM:name="Burke, D." xmpDM:startTime="145800" xmpDM:duration="1000"/></rdf:li><rdf:li><rdf:Description xmpDM:name="Smith, &quot;Hype Cycle for Emerging Technologies, 2019,&quot; Gartner Report G00370466, 6 Aug." xmpDM:startTime="145800" xmpDM:duration="1000"/></rdf:li><rdf:li><rdf:Description xmpDM:name="2019, 68 pp." xmpDM:startTime="145800" xmpDM:duration="1000"/></rdf:li><rdf:li><rdf:Description xmpDM:name="VC investment Acquisitions By large corporations Mass Production Hype Þ $$$" xmpDM:startTime="145800" xmpDM:duration="1000"/></rdf:li><rdf:li><rdf:Description xmpDM:name="Current Hot Topics in Networking Internet of Things (IoT) Security Edge Computing and Multi-Cloud Blockchains Drones" xmpDM:startTime="340833" xmpDM:duration="1000"/></rdf:li><rdf:li><rdf:Description xmpDM:name="Smart Everything ANd9GcS7WoEOjzeTQQV_XVlAxfX9tslO5p3RlgX2X9PRehm7DcaxDjhy Smart Health ANd9GcTV6yF-Mi2dwlNDEEEgkPQP-9rfAhqIUUOUt9kCUQWJKWsrtxao Smart Home ANd9GcQE5LAwv1brqIs0MNddbB9kalv1giZzE5OU4ehj4R4t1yRxAyVcBw Smart TV Smart Watch ANd9GcRaAwop1YgpXn2mw5fVZntjrV3YgHf31kwhvqY84alExdlcJ4GZ ANd9GcTHt6B3EIdN8TqPG7jacJXLAjQoIxVkQ7HPGeeWySzjZt1TfEgx Smart Cities Smart Industries ANd9GcQee1Gjc5OKCSIi18HR1qfCWxRdSWna-yfWmPjqu4VLCVuoFjtB9g" xmpDM:startTime="410867" xmpDM:duration="1000"/></rdf:li><rdf:li><rdf:Description xmpDM:name="ANd9GcQkjYTq32uttQBQsArlKmrL7zuAJflIysfYsG6fa5mr-WKM-HHz8g Smart Car Smart Kegs smart_space Smart Space" xmpDM:startTime="410867" xmpDM:duration="1000"/></rdf:li><rdf:li><rdf:Description xmpDM:name="What’s Smart? Old: Smart = Can think Þ Computation = Can Recall Þ Storage Now: Smart = Can find quickly," xmpDM:startTime="433467" xmpDM:duration="1000"/></rdf:li><rdf:li><rdf:Description xmpDM:name="Can Delegate Þ Communicate = Networking Smart Grid, Smart Meters, Smart Cars, Smart homes, Smart Cities, Smart Factories, Smart Smoke" xmpDM:startTime="433467" xmpDM:duration="1000"/></rdf:li><rdf:li><rdf:Description xmpDM:name="Detectors, … Smart = Apply the latest technology to solve problems smart_man Not-Smart Smart reading_man wifi" xmpDM:startTime="433467" xmpDM:duration="1000"/></rdf:li><rdf:li><rdf:Description xmpDM:name="Trend: Smart to Intelligent ANd9GcS7WoEOjzeTQQV_XVlAxfX9tslO5p3RlgX2X9PRehm7DcaxDjhy Intelligent Health Intelligent Home Security ANd9GcQE5LAwv1brqIs0MNddbB9kalv1giZzE5OU4ehj4R4t1yRxAyVcBw Intelligent TV Intelligent Clock Google Assistant Amazon Alexa Intelligent" xmpDM:startTime="522933" xmpDM:duration="1000"/></rdf:li><rdf:li><rdf:Description xmpDM:name="Car Intelligent Microwave Intelligent Light Ring Alarm – Home Security System with optional 24/7 Professional Monitoring – No contracts –" xmpDM:startTime="522933" xmpDM:duration="1000"/></rdf:li><rdf:li><rdf:Description xmpDM:name="5 piece kit – Works with Alexa AmazonBasics Microwave, Small, 0.7" xmpDM:startTime="522933" xmpDM:duration="1000"/></rdf:li><rdf:li><rdf:Description xmpDM:name="Cu." xmpDM:startTime="522933" xmpDM:duration="1000"/></rdf:li><rdf:li><rdf:Description xmpDM:name="Ft, 700W, Works with Alexa LATME Wake Up Light Alarm Clock Works with Alexa and Google Home with Colored Sunrise" xmpDM:startTime="522933" xmpDM:duration="1000"/></rdf:li><rdf:li><rdf:Description xmpDM:name="Simulation and Sunset Fading Night Light for bedrooms,FM Radio,4 Alarm 12 Times Snooze Function (White-Smart) AED Smart Wifi Light Bulb" xmpDM:startTime="522933" xmpDM:duration="1000"/></rdf:li><rdf:li><rdf:Description xmpDM:name="Work With Alexa Goolge Home, No Hub Required, A19 Dimmable, 16 Million Colors, Soft White to Cool White, E26, LED" xmpDM:startTime="522933" xmpDM:duration="1000"/></rdf:li><rdf:li><rdf:Description xmpDM:name="Color Changing Globe Light Bulb for Celing Fan, 2 Packs Image result for Google Assistant Image result for autonomous car" xmpDM:startTime="522933" xmpDM:duration="1000"/></rdf:li><rdf:li><rdf:Description xmpDM:name="" xmpDM:startTime="522933" xmpDM:duration="1000"/></rdf:li><rdf:li><rdf:Description xmpDM:name="Trend: AI to Explainable AI Data Imbalance (1 in a Billion packet is an attack packet)." xmpDM:startTime="562067" xmpDM:duration="1000"/></rdf:li><rdf:li><rdf:Description xmpDM:name="In most papers, 10-15% of the packets are attack packets Explainability issue Þ No idea of why the results are" xmpDM:startTime="562067" xmpDM:duration="1000"/></rdf:li><rdf:li><rdf:Description xmpDM:name="what they are Can’t discover bugs in ML model implementations Ref: M." xmpDM:startTime="562067" xmpDM:duration="1000"/></rdf:li><rdf:li><rdf:Description xmpDM:name="Zolanvari, M." xmpDM:startTime="562067" xmpDM:duration="1000"/></rdf:li><rdf:li><rdf:Description xmpDM:name="A." xmpDM:startTime="562067" xmpDM:duration="1000"/></rdf:li><rdf:li><rdf:Description xmpDM:name="Teixeira, R." xmpDM:startTime="562067" xmpDM:duration="1000"/></rdf:li><rdf:li><rdf:Description xmpDM:name="Jain, &quot;Effect of Imbalanced Datasets on Security of Industrial IoT Using Machine Learning,&quot; 2018 IEEE International Conference on Intelligence and" xmpDM:startTime="562067" xmpDM:duration="1000"/></rdf:li><rdf:li><rdf:Description xmpDM:name="Security Informatics (ISI), Miami FL, Nov." xmpDM:startTime="562067" xmpDM:duration="1000"/></rdf:li><rdf:li><rdf:Description xmpDM:name="9 - 11, 2018, 6 pp.," xmpDM:startTime="562067" xmpDM:duration="1000"/></rdf:li><rdf:li><rdf:Description xmpDM:name="http://www.cse.wustl.edu/~jain/papers/imb_isi.htm" xmpDM:startTime="562067" xmpDM:duration="1000"/></rdf:li><rdf:li><rdf:Description xmpDM:name="M." xmpDM:startTime="562067" xmpDM:duration="1000"/></rdf:li><rdf:li><rdf:Description xmpDM:name="Zolanvari, M." xmpDM:startTime="562067" xmpDM:duration="1000"/></rdf:li><rdf:li><rdf:Description xmpDM:name="A." xmpDM:startTime="562067" xmpDM:duration="1000"/></rdf:li><rdf:li><rdf:Description xmpDM:name="Teixeira, R." xmpDM:startTime="562067" xmpDM:duration="1000"/></rdf:li><rdf:li><rdf:Description xmpDM:name="Jain, &quot;An Explainable Machine Learning Based Security Framework: A Special Case on Industrial IoT,&quot; Submitted February 2019." xmpDM:startTime="562067" xmpDM:duration="1000"/></rdf:li><rdf:li><rdf:Description xmpDM:name="Machine Learning is what only machines can do, but human cannot do and cannot explain" xmpDM:startTime="562067" xmpDM:duration="1000"/></rdf:li><rdf:li><rdf:Description xmpDM:name="Trend: Managed to Self-Driven Networks Self-Discover: Find its components Self-configure: Trending." xmpDM:startTime="613100" xmpDM:duration="1000"/></rdf:li><rdf:li><rdf:Description xmpDM:name="Predict." xmpDM:startTime="613100" xmpDM:duration="1000"/></rdf:li><rdf:li><rdf:Description xmpDM:name="Auto-Manage = Auto-BSS (bill)/Auto-OSS (provision) Self-Monitor: Counters and Probes." xmpDM:startTime="613100" xmpDM:duration="1000"/></rdf:li><rdf:li><rdf:Description xmpDM:name="Telemetry Self-Diagnose and Self-Heal: Self-Report to human operator Self-Organizing Network (SON) capabilities since 3GPP R8 Ref: Kireerti Kompella, https://datatracker.ietf.org/meeting/98/materials/slides-98-nmrg-self-driving-networks" xmpDM:startTime="613100" xmpDM:duration="1000"/></rdf:li><rdf:li><rdf:Description xmpDM:name="Image result for sleeping at work Network Manager Image result for self-driving cars" xmpDM:startTime="613100" xmpDM:duration="1000"/></rdf:li><rdf:li><rdf:Description xmpDM:name="Trend: Security &amp; Cyber Warfare Security of computers, companies, smart grid, and nations Nation States are penetrating other nations computers" xmpDM:startTime="650900" xmpDM:duration="1000"/></rdf:li><rdf:li><rdf:Description xmpDM:name="5th domain of warfare (after land, sea, air, space) In 2010, US set up US Cyber Command UK, China, Russia," xmpDM:startTime="650900" xmpDM:duration="1000"/></rdf:li><rdf:li><rdf:Description xmpDM:name="Israel, North Korea have similar centers Many cyber wars: North Korea vs." xmpDM:startTime="650900" xmpDM:duration="1000"/></rdf:li><rdf:li><rdf:Description xmpDM:name="USA, Israel vs." xmpDM:startTime="650900" xmpDM:duration="1000"/></rdf:li><rdf:li><rdf:Description xmpDM:name="Syria, South Korea vs." xmpDM:startTime="650900" xmpDM:duration="1000"/></rdf:li><rdf:li><rdf:Description xmpDM:name="North Korea, India vs." xmpDM:startTime="650900" xmpDM:duration="1000"/></rdf:li><rdf:li><rdf:Description xmpDM:name="Pakistan, … Ref: https://en.wikipedia.org/wiki/Cyberwarfare" xmpDM:startTime="650900" xmpDM:duration="1000"/></rdf:li><rdf:li><rdf:Description xmpDM:name="Old New" xmpDM:startTime="650900" xmpDM:duration="1000"/></rdf:li><rdf:li><rdf:Description xmpDM:name="Trend: Blockchains Blockchain is the technology that made Bitcoin secure Blockchain was invented by the inventor of Bitcoin After Bitcoin" xmpDM:startTime="679167" xmpDM:duration="1000"/></rdf:li><rdf:li><rdf:Description xmpDM:name="became successful, people started looking into the technology behind Bitcoin and found: Blockchain is the key for its success Blockchains" xmpDM:startTime="679167" xmpDM:duration="1000"/></rdf:li><rdf:li><rdf:Description xmpDM:name="can be leveraged for other applications" xmpDM:startTime="679167" xmpDM:duration="1000"/></rdf:li><rdf:li><rdf:Description xmpDM:name="katrina02_wide-69b12332742a03a85345421095b00e515813eb57-s6-c30 Trend: Drones index 1009_tech_neck09 emergency phone call foto-1-nota-16 20140130_154220 20140122_154911" xmpDM:startTime="735900" xmpDM:duration="1000"/></rdf:li><rdf:li><rdf:Description xmpDM:name="Our Research Projects Multi-Cloud Management: Machine learning for Fault and performance management Multi-Cloud for 5G: Network Function Virtualization Micro-edge computing," xmpDM:startTime="774733" xmpDM:duration="1000"/></rdf:li><rdf:li><rdf:Description xmpDM:name="micro-service placement IoT Security 1: Industrial Control Systems Security IoT Security 2: Healthcare Security Multi-Cloud Security: Scientific Collaboration Security Blockchains" xmpDM:startTime="774733" xmpDM:duration="1000"/></rdf:li><rdf:li><rdf:Description xmpDM:name="for Security Communication using UAVs Techniques: Machine learning and Deep Learning Blockchains ©2015 Raj Jain Washington University in St." xmpDM:startTime="774733" xmpDM:duration="1000"/></rdf:li><rdf:li><rdf:Description xmpDM:name="Louis Washington University in St." xmpDM:startTime="774733" xmpDM:duration="1000"/></rdf:li><rdf:li><rdf:Description xmpDM:name="Louis 5 Funded Research Projects Approved Pending" xmpDM:startTime="774733" xmpDM:duration="1000"/></rdf:li><rdf:li><rdf:Description xmpDM:name="Key Distinction of Our Research Goal: Impact to the real-world DECbit congestion indication in almost all networking architectures since its" xmpDM:startTime="842667" xmpDM:duration="1000"/></rdf:li><rdf:li><rdf:Description xmpDM:name="invention Funded by industry partners: Intel, Cisco, Broadcom, Boeing, … Impact real-world by participating in standards organizations and industry forums:" xmpDM:startTime="842667" xmpDM:duration="1000"/></rdf:li><rdf:li><rdf:Description xmpDM:name="ATM Forum, IEEE Standards, American National Standards Institute (ANSI), Internet Engineering Task Force (IETF), WiMAX Forum Work on long term" xmpDM:startTime="842667" xmpDM:duration="1000"/></rdf:li><rdf:li><rdf:Description xmpDM:name="as well as short term research" xmpDM:startTime="842667" xmpDM:duration="1000"/></rdf:li><rdf:li><rdf:Description xmpDM:name="Networking Courses at WUSTL CSE 473S: Introduction to Networking CSE 570: Advanced Networking CSE 571: Network Security CSE 521S: Wireless" xmpDM:startTime="906500" xmpDM:duration="1000"/></rdf:li><rdf:li><rdf:Description xmpDM:name="Sensor Networks CSE 537S: Mobile Computing CSE 7700: Res Seminar On Networking CSE 574S: Wireless and Mobile Networking" xmpDM:startTime="906500" xmpDM:duration="1000"/></rdf:li><rdf:li><rdf:Description xmpDM:name="Requirements Have 3 students working on 5 projects + 1 approved Need 2 to 3 new Ph.D." xmpDM:startTime="955967" xmpDM:duration="1000"/></rdf:li><rdf:li><rdf:Description xmpDM:name="students Requirements: Background and interest in networking: CSE 473 Flexible – ability to work on the latest issues Good communication" xmpDM:startTime="955967" xmpDM:duration="1000"/></rdf:li><rdf:li><rdf:Description xmpDM:name="skills Machine learning (optional) Preferably with a masters degree" xmpDM:startTime="955967" xmpDM:duration="1000"/></rdf:li><rdf:li><rdf:Description xmpDM:name="Summary Computer networking is the backbone of all computing Þ Cyber age." xmpDM:startTime="1121467" xmpDM:duration="1000"/></rdf:li><rdf:li><rdf:Description xmpDM:name="Networking companies are the leading edge." xmpDM:startTime="1121467" xmpDM:duration="1000"/></rdf:li><rdf:li><rdf:Description xmpDM:name="Smart ≠ High-Speed Computation, Smart ≠ Big Data Storage, Smart = Networked We are applying latest technologies to network security" xmpDM:startTime="1121467" xmpDM:duration="1000"/></rdf:li><rdf:li><rdf:Description xmpDM:name="issues Research for Impact" xmpDM:startTime="1121467" xmpDM:duration="1000"/></rdf:li><rdf:li><rdf:Description xmpDM:name="References: Class Recordings Recordings of all of my classes and talks are available on YouTube and on my website: CSE" xmpDM:startTime="1180400" xmpDM:duration="1000"/></rdf:li><rdf:li><rdf:Description xmpDM:name="473: Introduction to Computer Networks, http://www.cse.wustl.edu/~jain/cse473-19/index.html" xmpDM:startTime="1180400" xmpDM:duration="1000"/></rdf:li><rdf:li><rdf:Description xmpDM:name="CSE 571S: Network Security, http://www.cse.wustl.edu/~jain/cse571-17/index.html" xmpDM:startTime="1180400" xmpDM:duration="1000"/></rdf:li><rdf:li><rdf:Description xmpDM:name="CSE 574S: Wireless Networks, http://www.cse.wustl.edu/~jain/cse574-18/index.html" xmpDM:startTime="1180400" xmpDM:duration="1000"/></rdf:li><rdf:li><rdf:Description xmpDM:name="CSE 567: Computer Systems Analysis http://www.cse.wustl.edu/~jain/cse567-17/index.html" xmpDM:startTime="1180400" xmpDM:duration="1000"/></rdf:li><rdf:li><rdf:Description xmpDM:name="CSE 570: Recent Advances in Networking http://www.cse.wustl.edu/~jain/cse570-19/index.html" xmpDM:startTime="1180400" xmpDM:duration="1000"/></rdf:li><rdf:li><rdf:Description xmpDM:name="" xmpDM:startTime="1180400" xmpDM:duration="1000"/></rdf:li><rdf:li><rdf:Description xmpDM:name="Recent Papers Maede Zolanvari, Marcio A." xmpDM:startTime="1205533" xmpDM:duration="1000"/></rdf:li><rdf:li><rdf:Description xmpDM:name="Teixeira, Lav Gupta, Raj Jain, &quot;Machine Learning Based Network Vulnerability Analysis of Industrial Internet of Things,&quot; IEEE Internet of Things" xmpDM:startTime="1205533" xmpDM:duration="1000"/></rdf:li><rdf:li><rdf:Description xmpDM:name="Journal, Vol." xmpDM:startTime="1205533" xmpDM:duration="1000"/></rdf:li><rdf:li><rdf:Description xmpDM:name="6, Issue 4, Aug 2019, http://www.cse.wustl.edu/~jain/papers/vulnerab.htm" xmpDM:startTime="1205533" xmpDM:duration="1000"/></rdf:li><rdf:li><rdf:Description xmpDM:name="L." xmpDM:startTime="1205533" xmpDM:duration="1000"/></rdf:li><rdf:li><rdf:Description xmpDM:name="Gupta, M." xmpDM:startTime="1205533" xmpDM:duration="1000"/></rdf:li><rdf:li><rdf:Description xmpDM:name="Samaka, R." xmpDM:startTime="1205533" xmpDM:duration="1000"/></rdf:li><rdf:li><rdf:Description xmpDM:name="Jain, A." xmpDM:startTime="1205533" xmpDM:duration="1000"/></rdf:li><rdf:li><rdf:Description xmpDM:name="Erbad, D." xmpDM:startTime="1205533" xmpDM:duration="1000"/></rdf:li><rdf:li><rdf:Description xmpDM:name="Bhamare, H." xmpDM:startTime="1205533" xmpDM:duration="1000"/></rdf:li><rdf:li><rdf:Description xmpDM:name="A." xmpDM:startTime="1205533" xmpDM:duration="1000"/></rdf:li><rdf:li><rdf:Description xmpDM:name="Chan, &quot;Fault and Performance Management in Multi-Cloud Based NFV using Shallow and Deep Predictive Structures,&quot; Journal of Reliable Intelligent Environments," xmpDM:startTime="1205533" xmpDM:duration="1000"/></rdf:li><rdf:li><rdf:Description xmpDM:name="Vol." xmpDM:startTime="1205533" xmpDM:duration="1000"/></rdf:li><rdf:li><rdf:Description xmpDM:name="3, No." xmpDM:startTime="1205533" xmpDM:duration="1000"/></rdf:li><rdf:li><rdf:Description xmpDM:name="4, Dec." xmpDM:startTime="1205533" xmpDM:duration="1000"/></rdf:li><rdf:li><rdf:Description xmpDM:name="2017, pp." xmpDM:startTime="1205533" 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