Reza Tourani, Satyajayant (Jay) Misra, Travis Mick
|
|
- Duane Mason
- 5 years ago
- Views:
Transcription
1 Application-Specific Secure Gathering of Consumer Preferences and Feedback in Information-Centric Networks Reza Tourani, Satyajayant (Jay) Misra, Travis Mick Computer Science Department New Mexico State University
2 Outline v Introduction and Motivation v Problem Definition v Requirements and Preliminaries v Feedback Collection and Delivery Approaches v Conclusions and Future Work
3 Outline v Introduction and Motivation v Problem Definition v Requirements and Preliminaries v Feedback Collection and Delivery Approaches v Conclusions and Future Work
4 Client mining is widespread.
5 Benefits of client mining and recommender systems. Influence on 80% of hours streamed at Netflix (2016) Approximately 35% increase in Amazon revenue (2013) 50% of LinkedIn job applications and job views by members (2011)
6 Netflix Communication Flow Redirecting users Netflix Data Center ( Amazon Cloud Netflix Server CDN Routing DRM Authentication Manifest File Periodic Updates CDNs New user registration User account billing Client
7 Client-Server Interaction in Hulu s.hulu.com (Hosted by Akamai) 3 CDNs (Hosted by Akamai) t.hulu.com (Hosted by Huku) Client
8 Outline v Introduction and Motivation v Problem Definition v Requirements and Preliminaries v Feedback Collection and Delivery Approaches v Conclusions and Future Work
9 Request flow in ICN multi-level architecture.
10 Data flow in ICN multi-level architecture.
11 Pervasive caching eliminates contacting provider for popular content. Cache Hit!
12 How to track client without communication? Caching undermines gathering of access statistics.
13 Outline v Introduction and Motivation v Problem Definition v Requirements and Preliminaries v Feedback Collection and Delivery Approaches v Conclusions and Future Work
14 ICN requirements for successful client mining. Preserving User Privacy Precise Statistics Content Provider Independent Secure feedback collection
15 Content Categorization Generated in advance Available publicly Cacheable Static Content Generated Beforehand Generated in advance Require access control Cacheable Public Content Publicly Available Require Access Control Private Content Generated by request Available publicly Generated On-Demand Dynamic Content Generated by request Require access control Non-Cacheable
16 Static-Public is the largest content category. Content Type in North America 34% 66% Static-Public Other
17 A bigger portion of mobile access traffic is encrypted in comparison to fixed access traffic. Fixed Access Traffic in Mobile Access Traffic in Fixed Access Traffic in North America 2015 North America 2016 North America % 36% 37% 71% 64% 63% Encrypted Un-Encrypted Encrypted Un-Encrypted Encrypted Un-Encrypted Spotlight: Encrypted Internet traffic (
18 Outline v Introduction and Motivation v Problem Definition v Requirements and Preliminaries v Feedback Collection and Delivery Approaches v Conclusions and Future Work
19 Feedback Collection and Delivery Preference Tracking Mechanisms Manifest-Free Manifest-Based Collection by Intermediate routers Collection by Clients Collection by ISP's Server Manifest from Provider Manifest from ISP's Server
20 Drawbacks of Collection by Intermediate Routers Collection Event Per-Interest Per-Hit Drawbacks Redundant Statistics Coarse-level Statistics Computation Overhead Lack of Client ID Drawbacks Coarse-level Statistics Computation Overhead Lack of Client ID
21 Drawbacks of Collection by Clients Approaches Content Partitioning Access Control Enforcement Drawbacks Unknown Partition Size Drawbacks Suitable for Private Content Partition Publication Dependency on Online Server Communication Overhead Dependency on Online Server Communication Overhead
22 Collection by the ISP s Designated Server Provider ISP's Server User Offload Decryption Key or Content Partition Stores Statistics Returns Requested Key or Content Request Decryption Key or Content Partition Benefits Reduced Latency Cache Utilization Drawbacks ISP-Provider Interaction Inaccurate Statistics Independent of Provider
23 Manifest-Based Approaches Manifest Delivery Provider (Un-cacheable) ISP s Server (Cacheable) Drawbacks Extra Latency Provider s Availability Drawbacks Single Point of Failure Network Bottleneck Un-cached Content
24 Outline v Introduction and Motivation v Problem Definition v Requirements and Preliminaries v Feedback Collection and Delivery Approaches v Conclusions and Future Work
25 How about evaluation? v Manifest-based approaches scale much better than the other schemes. v Communication overhead as means of evaluating efficacy of the approaches Manifest based approaches scale better. v Manifest-based approaches introduce fixed amount of overhead per content and the amortized cost will be low. v There is a theoretical upper bound on the required communication overhead percontent: Overhead = Distance client server Manifestsize
26 Conclusions and Future Work v Direct interaction between client and provider with/without help of routers inaccurate and nonscalable. v A viable feedback collection mechanism should leverage caching. v Manifest-based feedback collection approaches are more scalable, especially if it involves infrastructure at the ISP. v Comprehensive evaluation of manifest based approaches (Provider vs. ISP server) and identify which approach in the other class comes closer.
27 Thank you! Research funded by the US National Science Foundation and the US Dept. of Defense.
Application-Specific Secure Gathering of Consumer Preferences and Feedback in ICNs
Application-Specific Secure Gathering of Consumer Preferences and Feedback in ICNs Reza Tourani New Mexico State University rtourani@cs.nmsu.edu Satyajayant Misra New Mexico State University misra@cs.nmsu.edu
More informationComplex Interactions in Content Distribution Ecosystem and QoE
Complex Interactions in Content Distribution Ecosystem and QoE Zhi-Li Zhang Qwest Chair Professor & Distinguished McKnight University Professor Dept. of Computer Science & Eng., University of Minnesota
More informationDistributed Systems. 21. Content Delivery Networks (CDN) Paul Krzyzanowski. Rutgers University. Fall 2018
Distributed Systems 21. Content Delivery Networks (CDN) Paul Krzyzanowski Rutgers University Fall 2018 1 2 Motivation Serving web content from one location presents problems Scalability Reliability Performance
More informationCS November 2018
Distributed Systems 21. Delivery Networks (CDN) Paul Krzyzanowski Rutgers University Fall 2018 1 2 Motivation Serving web content from one location presents problems Scalability Reliability Performance
More informationA Tale of Three CDNs
A Tale of Three CDNs An Active Measurement Study of Hulu and Its CDNs Vijay K Adhikari 1, Yang Guo 2, Fang Hao 2, Volker Hilt 2, and Zhi-Li Zhang 1 1 University of Minnesota - Twin Cities 2 Bell Labs,
More informationAPPLICATION OF POLICY BASED INDEXES AND UNIFIED CACHING FOR CONTENT DELIVERY Andrey Kisel Alcatel-Lucent
APPLICATION OF POLICY BASED INDEXES AND UNIFIED CACHING FOR CONTENT DELIVERY Andrey Kisel Alcatel-Lucent Abstract Caching technologies are used to improve quality of experience while controlling transit
More informationDefining the Impact of the Edge Using The SamKnows Internet Measurement Platform. PREPARED FOR EdgeConneX
Defining the Impact of the Edge Using The SamKnows Internet Measurement Platform PREPARED FOR EdgeConneX Contents 1 EXECUTIVE SUMMARY 3 1.1 About EdgeConneX 3 1.2 About SamKnows 4 2 INTRODUCTION 5 2.1
More informationA consumer-driven access control approach to censorship circumvention in content-centric networking
A consumer-driven access control approach to censorship circumvention in content-centric networking Jun Kurihara, Kenji Yokota and Atsushi Tagami KDDI R&D Laboratories, Inc. ACM ICN 2016 Kyoto, Japan,
More informationCS November 2017
Distributed Systems 21. Delivery Networks () Paul Krzyzanowski Rutgers University Fall 2017 1 2 Motivation Serving web content from one location presents problems Scalability Reliability Performance Flash
More informationIC-MCN: An Architecture for an Information-Centric Mobile Converged Network
Communications, Caching, and Computing for Content-Centric Mobile Networks IC-MCN: An Architecture for an Information-Centric Mobile Converged Network Reza Tourani, Satyajayant Misra, and Travis Mick Abstract
More informationOpen Connect Overview
Open Connect Overview What is Netflix Open Connect? Open Connect is the name of the global network that is responsible for delivering Netflix TV shows and movies to our members world wide. This type of
More informationMultimedia Streaming. Mike Zink
Multimedia Streaming Mike Zink Technical Challenges Servers (and proxy caches) storage continuous media streams, e.g.: 4000 movies * 90 minutes * 10 Mbps (DVD) = 27.0 TB 15 Mbps = 40.5 TB 36 Mbps (BluRay)=
More informationCloud and CDN Architecture in
PART 1 Cloud and CDN Architecture in Broadcasting Industry Global growth of cloud-based services Reasons to change the behavior and habits of the audience and their tendency towards online digital
More informationMul$media Networking. #9 CDN Solu$ons Semester Ganjil 2012 PTIIK Universitas Brawijaya
Mul$media Networking #9 CDN Solu$ons Semester Ganjil 2012 PTIIK Universitas Brawijaya Schedule of Class Mee$ng 1. Introduc$on 2. Applica$ons of MN 3. Requirements of MN 4. Coding and Compression 5. RTP
More informationTopics in P2P Networked Systems
600.413 Topics in P2P Networked Systems Week 4 Measurements Andreas Terzis Slides from Stefan Saroiu Content Delivery is Changing Thirst for data continues to increase (more data & users) New types of
More informationinternet technologies and standards
Institute of Telecommunications Warsaw University of Technology 2017 internet technologies and standards Piotr Gajowniczek Andrzej Bąk Michał Jarociński Internet datacenters Introduction Internet datacenters:
More informationThe Guide to Best Practices in PREMIUM ONLINE VIDEO STREAMING
AKAMAI.COM The Guide to Best Practices in PREMIUM ONLINE VIDEO STREAMING PART 3: STEPS FOR ENSURING CDN PERFORMANCE MEETS AUDIENCE EXPECTATIONS FOR OTT STREAMING In this third installment of Best Practices
More informationChapter 6: Distributed Systems: The Web. Fall 2012 Sini Ruohomaa Slides joint work with Jussi Kangasharju et al.
Chapter 6: Distributed Systems: The Web Fall 2012 Sini Ruohomaa Slides joint work with Jussi Kangasharju et al. Chapter Outline Web as a distributed system Basic web architecture Content delivery networks
More informationAcceleration Systems Technical Overview. September 2014, v1.4
Acceleration Systems Technical Overview September 2014, v1.4 Acceleration Systems 2014 Table of Contents 3 Background 3 Cloud-Based Bandwidth Optimization 4 Optimizations 5 Protocol Optimization 5 CIFS
More informationMaking the Internet fast, reliable and secure
Making the Internet fast, reliable and secure ICN Akamai s Backbone LINX Meeting 101, London 22.05.2018 Christian Kaufmann, Sr. Director Network Technology Brief Akamai Overview Akamai is a highly distributed
More informationICN Content Security Using Encrypted Manifest and Encrypted Content Chunks
ICN Content Security Using Encrypted Manifest and Encrypted Content Chunks Dante Pacella dante@verizon.com Ashish Sardesai ashish.sardesai@verizon.com Mani Tadayon mani.tadayon@verizon.com Venkat Josyula
More informationCOMP6218: Content Caches. Prof Leslie Carr
COMP6218: Content Caches Prof Leslie Carr 1 Slashdot.org The Slashdot effect, also known as slashdotting, occurs when a popular website links to a smaller site, causing a massive increase in traffic 2
More informationIC-MCN: An Architecture for an Information-Centric Mobile Converged Network
IC-MCN: An Architecture for an Information-Centric Mobile Converged Network Reza Tourani, Satyajayant Misra and Travis Mick Computer Science Department New Mexico State University Abstract Rapid increases
More informationOverview Computer Networking Lecture 16: Delivering Content: Peer to Peer and CDNs Peter Steenkiste
Overview 5-44 5-44 Computer Networking 5-64 Lecture 6: Delivering Content: Peer to Peer and CDNs Peter Steenkiste Web Consistent hashing Peer-to-peer Motivation Architectures Discussion CDN Video Fall
More informationChapter 2 Application Layer
Chapter 2 Application Layer A note on the use of these Powerpoint slides: We re making these slides freely available to all (faculty, students, readers). They re in PowerPoint form so you see the animations;
More informationPrivApprox. Privacy- Preserving Stream Analytics.
PrivApprox Privacy- Preserving Stream Analytics https://privapprox.github.io Do Le Quoc, Martin Beck, Pramod Bhatotia, Ruichuan Chen, Christof Fetzer, Thorsten Strufe July 2017 Motivation Clients Analysts
More informationICN & 5G. Dr.-Ing. Dirk Kutscher Chief Researcher Networking. NEC Laboratories Europe
ICN & 5G Dr.-Ing. Dirk Kutscher Chief Researcher Networking NEC Laboratories Europe Performance and Security Today User Equipment Access Network Core/Service Network Application Servers 2 NEC Corporation
More informationICN Research Challenges draft-kutscher-icnrg-challenges-00
ICN Research Challenges draft-kutscher-icnrg-challenges-00 Dirk Kutscher, Suyong Eum, Kostas Pentikousis, Ioannis Psaras, Daniel Corujo, Damien Saucez Document Purpose WHY Problems and pain points in today's
More informationA New Approach to Fixing Internet Application Performance. Elad Rave, Founder and CEO
A New Approach to Fixing Internet Application Performance Elad Rave, Founder and CEO Agenda What? Today s Internet and Content Why? Impact on performance How? A cloud-based solution The Cloud: Platforms
More informationVarnish Streaming Server
Varnish Streaming Server Delivering reliable, high-performance streaming, particularly of live, over-the-top (OTT) and video on demand (VoD) media, is at the heart of the challenge companies face. HTTP
More informationBUILDING SCALABLE AND RESILIENT OTT SERVICES AT SKY
BUILDING SCALABLE AND RESILIENT OTT SERVICES AT SKY T. C. Maule Sky Plc, London, UK ABSTRACT Sky have tackled some of the most challenging scalability problems in the OTT space head-on. But its no secret
More informationScaling Internet TV Content Delivery ALEX GUTARIN DIRECTOR OF ENGINEERING, NETFLIX
Scaling Internet TV Content Delivery ALEX GUTARIN DIRECTOR OF ENGINEERING, NETFLIX Inventing Internet TV Available in more than 190 countries 104+ million subscribers Lots of Streaming == Lots of Traffic
More informationWhy Highly Distributed Computing Matters. Tom Leighton, Chief Scientist Mike Afergan, Chief Technology Officer J.D. Sherman, Chief Financial Officer
Why Highly Distributed Computing Matters Tom Leighton, Chief Scientist Mike Afergan, Chief Technology Officer J.D. Sherman, Chief Financial Officer The Akamai Platform The world s largest on-demand, distributed
More informationPaper survey related with web/app performance optimization and MEC. Youngseok Lee
Paper survey related with web/app performance optimization and MEC Youngseok Lee lee@cnu.ac.kr cnu.lee@ucdavis.edu 1 1. Mobile Edge Computing: A Survey, in IEEE Internet of Things Journal, vol. 5, no.
More informationApplication-Layer Protocols Peer-to-Peer Systems, Media Streaming & Content Delivery Networks
COMP 431 Internet Services & Protocols Application-Layer Protocols Peer-to-Peer Systems, Media Streaming & Content Delivery Networks Jasleen Kaur February 14, 2019 Application-Layer Protocols Outline Example
More informationTowards a CDN over ICN
Towards a CDN over ICN Byungjoon Lee, Hongseok Jeon, Seunghyun Yoon, and Hoyoung Song SmartNode Research Team, ETRI, Daejeon, Republic of Korea {bjlee, jeonhs, shpyoon, hsong}@etri.re.kr Keywords: Abstract:
More informationCaching Algorithm for Content-Oriented Networks Using Prediction of Popularity of Content
Caching Algorithm for Content-Oriented Networks Using Prediction of Popularity of Content Hiroki Nakayama, Shingo Ata, Ikuo Oka BOSCO Technologies Inc. Osaka City University Background Cache has an important
More informationArchitectures for Carrier Network Evolution
Architectures for Carrier Network Evolution Raj Jain Washington University in Saint Louis Saint Louis, MO 63130 Jain@cse.wustl.edu Talk at Docomo USA Labs, Palo Alto, CA, May 14, 2011 Audio/Video Recordings
More informationDiffusing Your Mobile Apps: Extending In-Network Function Virtualisation to Mobile Function Offloading
Diffusing Your Mobile Apps: Extending In-Network Function Virtualisation to Mobile Function Offloading Mario Almeida, Liang Wang*, Jeremy Blackburn, Konstantina Papagiannaki, Jon Crowcroft* Telefonica
More informationDrafting Behind Akamai (Travelocity-Based Detouring)
(Travelocity-Based Detouring) Ao-Jan Su, David R. Choffnes, Aleksandar Kuzmanovic and Fabián E. Bustamante Department of EECS Northwestern University ACM SIGCOMM 2006 Drafting Detour 2 Motivation Growing
More informationAkamai's V6 Rollout Plan and Experience from a CDN Point of View. Christian Kaufmann Director Network Architecture Akamai Technologies, Inc.
Akamai's V6 Rollout Plan and Experience from a CDN Point of View Christian Kaufmann Director Network Architecture Akamai Technologies, Inc. Agenda About Akamai General IPv6 transition technologies Challenges
More informationAkamai's V6 Rollout Plan and Experience from a CDN Point of View. Christian Kaufmann Director Network Architecture Akamai Technologies, Inc.
Akamai's V6 Rollout Plan and Experience from a CDN Point of View Christian Kaufmann Director Network Architecture Akamai Technologies, Inc. Agenda About Akamai General IPv6 transition technologies Challenges
More informationOpenCache. A Platform for Efficient Video Delivery. Matthew Broadbent. 1 st Year PhD Student
OpenCache A Platform for Efficient Video Delivery Matthew Broadbent 1 st Year PhD Student Motivation Consumption of video content on the Internet is constantly expanding Video-on-demand is an ever greater
More information416 Distributed Systems. March 23, 2018 CDNs
416 Distributed Systems March 23, 2018 CDNs Outline DNS Design (317) Content Distribution Networks 2 Typical Workload (Web Pages) Multiple (typically small) objects per page File sizes are heavy-tailed
More informationCache Management for TelcoCDNs. Daphné Tuncer Department of Electronic & Electrical Engineering University College London (UK)
Cache Management for TelcoCDNs Daphné Tuncer Department of Electronic & Electrical Engineering University College London (UK) d.tuncer@ee.ucl.ac.uk 06/01/2017 Agenda 1. Internet traffic: trends and evolution
More informationCSC 401 Data and Computer Communications Networks
CSC 401 Data and Computer Communications Networks Application Layer Video Streaming, CDN and Sockets Sec 2.6 2.7 Prof. Lina Battestilli Fall 2017 Outline Application Layer (ch 2) 2.1 principles of network
More informationCloud DNS. High Performance under any traffic conditions from anywhere in the world. Reliable. Performance
Cloud DNS High Performance under any traffic conditions from anywhere in the world Secure DNS System Reduce vulnerability to spoofing and distributed denial of service (DDoS) attacks Reliable Performance
More informationNetworked Multimedia and Internet Video. Colin Perkins
Networked Multimedia and Internet Video Colin Perkins IP video will represent 80% of all traffic by 2019, up from 67% in 2014 Source: Cisco Visual Networking Index, 2015 2 History MPEG TS YouTube MPEG
More informationAKAMAI WHITE PAPER. Security and Mutual SSL Identity Authentication for IoT. Author: Sonia Burney Solutions Architect, Akamai Technologies
AKAMAI WHITE PAPER Security and Mutual SSL Identity Authentication for IoT Author: Sonia Burney Solutions Architect, Akamai Technologies Security and Mutual SSL Identity Authentication for IoT 1 Introduction:
More informationAt Course Completion Prepares you as per certification requirements for AWS Developer Associate.
[AWS-DAW]: AWS Cloud Developer Associate Workshop Length Delivery Method : 4 days : Instructor-led (Classroom) At Course Completion Prepares you as per certification requirements for AWS Developer Associate.
More informationCitrix SD-WAN for Optimal Office 365 Connectivity and Performance
Solution Brief Citrix SD-WAN for Optimal Office 365 Connectivity and Performance Evolving Needs for WAN Network Architecture Enterprise networks have historically been architected to provide users access
More informationWeb Caching and Content Delivery
Web Caching and Content Delivery Caching for a Better Web Performance is a major concern in the Web Proxy caching is the most widely used method to improve Web performance Duplicate requests to the same
More informationAnalyzing Cacheable Traffic in ISP Access Networks for Micro CDN applications via Content-Centric Networking
Analyzing Cacheable Traffic in ISP Access Networks for Micro CDN applications via Content-Centric Networking Claudio Imbrenda Luca Muscariello Orange Labs Dario Rossi Telecom ParisTech Outline Motivation
More informationSecurity, Privacy, and Access Control in Information-Centric Networking: A Survey
Security, Privacy, and Access Control in Information-Centric Networking: A Survey Reza Tourani, Travis Mick, Satyajayant Misra and Gaurav Panwar Dept. of Computer Science New Mexico State University {rtourani,
More informationarxiv: v1 [cs.ni] 11 Mar 2016
arxiv:163.351v1 [cs.ni] 11 Mar 216 AccConF: An Access Control Framework for Leveraging In-Network Cached Data in ICNs Satyajayant Misra, Reza Tourani, Frank Natividad, Travis Mick, Nahid Ebrahimi Majd
More informationPage 1. Outline / Computer Networking : 1 st Generation Commercial PC/Packet Video Technologies
Outline 15-441/15-641 Computer Networking Lecture 18 Internet Video Delivery Peter Steenkiste Slides by Professor Hui Zhang Background Technologies: - HTTP download - Real-time streaming - HTTP streaming
More informationContent distribution networks
Content distribution networks v challenge: how to stream content (selected from millions of videos) to hundreds of thousands of simultaneous users? v option 2: store/serve multiple copies of videos at
More informationBuild application-centric data centers to meet modern business user needs
Build application-centric data centers to meet modern business user needs Citrix.com Table of contents Meeting current business challenges...3 Device package integration...5 Policy-based service insertion...6
More informationPerformance Evaluation of CCN
Performance Evaluation of CCN September 13, 2012 Donghyun Jang, Munyoung Lee, Eunsang Cho, Ted Taekyoung Kwon (Seoul National University), Byoung-Joon Lee, Myeong-Wuk Jang, Sang-Jun Moon (Samsung Electronics),
More informationMaking the Internet fast, reliable and secure
Making the Internet fast, reliable and secure ICN Akamai s Backbone HKNOG 6.0 Christian Kaufmann, Sr. Director Network Technology Brief Akamai Overview Akamai is a highly distributed platform across 130+
More informationLeaving the State: Sessionless (Stateless) Authentication in D8 with Whole Foods Market. BADCamp 2017
Leaving the State: Sessionless (Stateless) Authentication in D8 with Whole Foods Market BADCamp 2017 These Guys Dr J Daverth Technical Lead, Whole Foods Market D.O.: dr-jay BitBucket: drjdaverth LinkedIn:
More informationCDN TUNING FOR OTT - WHY DOESN T IT ALREADY DO THAT? CDN Tuning for OTT - Why Doesn t It Already Do That?
CDN Tuning for OTT - Why Doesn t It Already Do That? When you initially onboarded your OTT traffic to a CDN, you probably went with default settings. And to be honest, why wouldn t you? A standard media
More informationWeek-12 (Multimedia Networking)
Computer Networks and Applications COMP 3331/COMP 9331 Week-12 (Multimedia Networking) 1 Multimedia: audio analog audio signal sampled at constant rate telephone: 8,000 samples/sec CD music: 44,100 samples/sec
More informationConfused, Timid, and Unstable: Picking a Video Streaming Rate is Hard
Confused, Timid, and Unstable: Picking a Video Streaming Rate is Hard Araz Jangiaghdam Seminar Networks and Distributed Systems School of Engineering and Sciences Jacobs University Bremen Campus Ring 1,
More informationSeminar on. By Sai Rahul Reddy P. 2/2/2005 Web Caching 1
Seminar on By Sai Rahul Reddy P 2/2/2005 Web Caching 1 Topics covered 1. Why Caching 2. Advantages of Caching 3. Disadvantages of Caching 4. Cache-Control HTTP Headers 5. Proxy Caching 6. Caching architectures
More informationMATE-EC2: A Middleware for Processing Data with Amazon Web Services
MATE-EC2: A Middleware for Processing Data with Amazon Web Services Tekin Bicer David Chiu* and Gagan Agrawal Department of Compute Science and Engineering Ohio State University * School of Engineering
More informationFrom Internet Data Centers to Data Centers in the Cloud
From Internet Data Centers to Data Centers in the Cloud This case study is a short extract from a keynote address given to the Doctoral Symposium at Middleware 2009 by Lucy Cherkasova of HP Research Labs
More informationNetwork infrastructure, routing and traffic. q Internet inter-domain traffic q Traffic estimation for the outsider
Network infrastructure, routing and traffic q Internet inter-domain traffic q Traffic estimation for the outsider Internet Inter-Domain Traffic C. Labovitz, S. Lekel-Johnson, D. McPherson, J. Oberheide,
More informationPresented by: Fabián E. Bustamante
Presented by: Fabián E. Bustamante A. Nikravesh, H. Yao, S. Xu, D. Choffnes*, Z. Morley Mao Mobisys 2015 *Based on the authors slides Mobile apps are increasingly popular Mobile platforms is the dominant
More informationMultimedia Communication
ECE 5578 Multimedia Communication Zhu Li http://l.web.umkc.edu/lizhu Z. Li: Multimedia Communication, 2018 Fall p.1 Outline Background Objective of the class Prerequisite Lecture Plan Course Project Q&A
More informationThe Value of Content at the Edge
The Value of Content at the Edge Executive Summary The way we use the Internet has changed, and the result has been exploding traffic growth that is projected to increase at a 30 to 50 percent compound
More informationService Mesh and Microservices Networking
Service Mesh and Microservices Networking WHITEPAPER Service mesh and microservice networking As organizations adopt cloud infrastructure, there is a concurrent change in application architectures towards
More informationDeveloping Microsoft Azure Solutions (70-532) Syllabus
Developing Microsoft Azure Solutions (70-532) Syllabus Cloud Computing Introduction What is Cloud Computing Cloud Characteristics Cloud Computing Service Models Deployment Models in Cloud Computing Advantages
More informationContent Distribu-on Networks (CDNs)
Second Half of the Course Content Distribu-on Networks (CDNs) Mike Freedman COS 461: Computer Networks h@p://www.cs.princeton.edu/courses/archive/spr14/cos461/ Applica-on case studies Content distribu-on,
More informationDatacenter Wide- area Enterprise
Datacenter Wide- area Enterprise Client LOAD- BALANCER Can t choose path : ( Servers Outline and goals A new architecture for distributed load-balancing joint (server, path) selection Demonstrate a nation-wide
More informationA Scalable Named Information Network Architecture (NINA)
A Scalable Named Information Network Architecture (NINA) Ruidong Li, Hiroaki Harai Network Architecture Laboratory, National Institute of Information and Communications Technology (NICT) Contact Email:
More informationGlobal Deployment of SD-WAN. Mike Howell October 2017
Global Deployment of SD-WAN Mike Howell October 2017 Rentokil Initial Rentokil Initial is a member of the FTSE100 and is an international pest control and hygiene services company. 35,000+ employees 1800
More informationOpportunities for Exploiting Social Awareness in Overlay Networks. Bruce Maggs Duke University Akamai Technologies
Opportunities for Exploiting Social Awareness in Overlay Networks Bruce Maggs Duke University Akamai Technologies The Akamai Intelligent Platform A Global Platform: 127,000+ Servers 1,100+ Networks 2,500+
More informationOpenADN: A Case for Open Application Delivery Networking
OpenADN: A Case for Open Application Delivery Networking Subharthi Paul, Raj Jain, Jianli Pan Washington University in Saint Louis {Pauls, jain, jp10}@cse.wustl.edu International Conference on Computer
More informationArchitecture Assessment Case Study. Single Sign on Approach Document PROBLEM: Technology for a Changing World
Technology for a Changing World Architecture Assessment Case Study Single Sign on Approach Document PROBLEM: Existing portal has Sign on Capabilities based on the SQL Server database and it s not having
More informationSOFTWARE ARCHITECTURES ARCHITECTURAL STYLES SCALING UP PERFORMANCE
SOFTWARE ARCHITECTURES ARCHITECTURAL STYLES SCALING UP PERFORMANCE Tomas Cerny, Software Engineering, FEE, CTU in Prague, 2014 1 ARCHITECTURES SW Architectures usually complex Often we reduce the abstraction
More informationUnderstanding the Evolving Internet
Understanding the Evolving Internet Ram Durairajan Assistant Professor, Computer and Information Science Co-director, Oregon Networking Research Group University of Oregon 0 Internet is a complex system
More informationGuaranteeing Video Quality
Guaranteeing Video Quality in IP Delivery Systems By Göran Appelquist, Ph.D., Chief Technology Officer, Edgeware AB This article explores some of the challenges and solutions for operators to guarantee
More informationCONTENT-DISTRIBUTION NETWORKS
CONTENT-DISTRIBUTION NETWORKS George Porter June 1, 2018 ATTRIBUTION These slides are released under an Attribution-NonCommercial-ShareAlike 3.0 Unported (CC BY-NC-SA 3.0) Creative Commons license These
More informationNFSv4 as the Building Block for Fault Tolerant Applications
NFSv4 as the Building Block for Fault Tolerant Applications Alexandros Batsakis Overview Goal: To provide support for recoverability and application fault tolerance through the NFSv4 file system Motivation:
More informationHTTP Adaptive Streaming
Whitepaper HTTP Adaptive Streaming Using the Edgeware Video Delivery Appliances Microsoft Smooth Streaming Apple HTTP Live Streaming Adobe HTTP Dynamic Streaming Table of Contents 1. Confidentiality notice...
More informationCache Less for More in Information- Centric Networks W. K. Chai, D. He, I. Psaras and G. Pavlou (presenter)
Cache Less for More in Information- Centric Networks W. K. Chai, D. He, I. Psaras and G. Pavlou (presenter) Department of Electronic & Electrical Engineering University College London London WC1E 6EA United
More informationADAPTIVE STREAMING AND CONVERGED MANAGEMENT STRATEGY IN MULTISCREEN VIDEO SERVICE IMPLEMENTATION Duncan Potter, Goran Appelquist Edgeware AB
ADAPTIVE STREAMING AND CONVERGED MANAGEMENT STRATEGY IN MULTISCREEN VIDEO SERVICE IMPLEMENTATION Duncan Potter, Goran Appelquist Edgeware AB Abstract With the massive proliferation of both video services
More informationPoP Level Mapping And Peering Deals
PoP Level Mapping And Peering Deals Mapping Internet Methodology Data Collection IP Classification to PoP PoP Geolocation PoP locations on Peering estimations Outline Internet Service Providers ISPs are
More informationCS Paul Krzyzanowski
Computer Security 17. Tor & Anonymous Connectivity Anonymous Connectivity Paul Krzyzanowski Rutgers University Spring 2018 1 2 Anonymity on the Internet Often considered bad Only criminals need to hide
More informationNetwork Function Virtualization (NFV)
Network Function Virtualization (NFV) Roch Glitho, PhD Associate Professor and Canada Research Chair My URL - http://users.encs.concordia.ca/~glitho/ References 1. R. Mijumbi et al., Network Function Virtualization:
More informationBUILDING A NEXT-GENERATION FIREWALL
How to Add Network Intelligence, Security, and Speed While Getting to Market Faster INNOVATORS START HERE. EXECUTIVE SUMMARY Your clients are on the front line of cyberspace and they need your help. Faced
More informationINCREASE APPLICATION SECURITY FOR PCI DSS VERSION 3.1 SUCCESS AKAMAI SOLUTIONS BRIEF INCREASE APPLICATION SECURITY FOR PCI DSS VERSION 3.
INCREASE APPLICATION SECURITY FOR PCI DSS VERSION 3.1 SUCCESS Protect Critical Enterprise Applications and Cardholder Information with Enterprise Application Access Scope and Audience This guide is for
More informationA Popularity-based Caching Strategy for the Future Internet
Team researchers: Ikram Ud Din, Adib Habbal, and Nur Haryani Zakaria ITU Kaleidoscope 2016 ICTs for a Sustainable World A Popularity-based Caching Strategy for the Future Internet Suhaidi Hassan PhD SMIEEE
More informationCloud Revenue Streams
Cloud Revenue Streams Not All Cloud Platforms Are Created Equal Prepared for: White Paper 2012 Neovise, LLC. All Rights Reserved. Introduction Cloud computing is creating new ways for businesses to outsource
More informationInternet Inter-Domain Traffic. C. Labovitz, S. Iekel-Johnson, D. McPherson, J. Oberheide, F. Jahanian, Proc. of SIGCOMM 2010
Internet Inter-Domain Traffic C. Labovitz, S. Iekel-Johnson, D. McPherson, J. Oberheide, F. Jahanian, Proc. of SIGCOMM 2010 Motivation! Measuring the Internet is hard! Significant previous work on Router
More informationSFMap: Inferring Services over Encrypted Web Flows using Dynamical Domain Name Graphs TMA 2015
SFMap: Inferring Services over Encrypted Web Flows using Dynamical Domain Name Graphs TMA 2015 Tatsuya Mori 1, Takeru Inoue 2, Akihiro Shimoda 3, Kazumichi Sato 3, Keisuke Ishibashi 3, and Shigeki Goto
More informationCSE 124: CONTENT-DISTRIBUTION NETWORKS. George Porter December 4, 2017
CSE 124: CONTENT-DISTRIBUTION NETWORKS George Porter December 4, 2017 ATTRIBUTION These slides are released under an Attribution-NonCommercial-ShareAlike 3.0 Unported (CC BY-NC-SA 3.0) Creative Commons
More informationBrocade Virtual Traffic Manager and Parallels Remote Application Server
White Paper Parallels Brocade Virtual Traffic Manager and Parallels Deployment Guide 01 Contents Preface...4 About This Guide...4 Audience...4 Contacting Brocade...4 Internet...4 Technical Support...4
More informationMediaPlatform SmartPath
MediaPlatform SmartPath Copyright 2011 by MediaPlatform, Inc. www.mediaplatform.com MediaPlatform offers enterprises the unique ability to webcast to virtually any end user, regardless of location or content
More information