The Other 50% of Internet Traffic. Craig Labovitz
|
|
|
- Cleopatra Fox
- 9 years ago
- Views:
Transcription
1 The Other 50% of Internet Traffic Craig Labovitz 1
2 Earlier In previous work, focused on HyperGiants 50% of Internet traffic due to 150 companies i.e. Google, MSFT, CDNs, large consumer This talk looks at the other 50%... 2
3 Mysteries Earlier work raised number of questions Easy to understand role of Google, Facebook, etc. But harder to understand role of a handful of companies that kept showing up in the data 3
4 Mysteries Same ASN show up again and again AS16265 AS16276 AS20473 AS39572 and more Same CIDR ranges and, often, same data centers (or at least traceroute paths) Massive share of global Internet traffic Asking around, many theories, but no one completely sure 4
5 Mysteries Same ASN show up again and again AS16265 AS16276 AS20473 AS39572 and more Same CIDR ranges and, often, same data centers (or at least traceroute paths) Massive share of global Internet traffic Asking around, many theories, but no one completely sure (or at least had any data) 5
6 Mysteries So, where are these terabytes of traffic going? Services usually behind URL load balancer Netflow provides no clues... Other tools come up empty (whois, curl, DNS) Intentional service obfuscation (e.g. short lived DNS) Sometimes mocking You are too stupid. This site is not for you. 6
7 Some Words about the Data Different data than earlier work Population discovery algorithms combined with passive / active DNS, large scale crawling, flow, third-party public / licensed data sources, some machine learning and a bit of cleverness Plus large numbers of VMs around the word And a few months of big data crunching 7
8 About this Work This work a best-effort (really a side / sparetime research project) Data is still preliminary, but is reasonably representative and covers very large datasets... And finally, focus of work is on the infrastructure and economics (not the content, morality, legality, etc.) Complete report / research paper in progress 8
9 Expectations Conventional wisdom* is that adult sites, P2P (trackers and seed) and file sharing are distributed across a huge swath of the Internet. Basically everywhere. * as explained by Slashdot 9
10 Expectations Conventional wisdom* is that adult sites, P2P (trackers and seed) and file sharing are distributed across a huge swath of the Internet. Basically everywhere. No. * as explained by Slashdot 10
11 This Talk A brief tour of a small number of companies that play a massive role in Internet traffic Specifically, File Sharing, P2P, and Adult Particular focus on how this infrastructure is built and the business models that support it 11
12 File Sharing First have to define what we mean All file storage sites (well, except MegaUpload) look identical... Similar graphics and sales messaging Similar DMCA notices and warnings So we define file sharing sites by industry self-classification 12
13 Industry Self-Classification Many dozens of pay-for-link sites offer the same set of file locker sites And generally (never) do not include dropbox, box.net, etc. 13
14 File Sharing Distinct ecosystems each with unique infrastructure, advertising, payment and analytics partners Multiple different business models and niche target markets Pay for search ($10 / month) Pay for storage ($10 / month) Advertisement supported 14
15 File Sharing Averages 5-10% of all consumer traffic And 1-2% of all consumers Peak percentage of active subscribers using file sharing service in a one hour period Similar traffic patterns to P2P i.e. highly diurnal and peaks around 1am local time 15
16 FileSharing (January 18, 2012) Lines are proportional to traffic percentages 16
17 FileSharing (January 19, 2012) Lines are proportional to traffic percentages 17
18 File Sharing Topology Hundreds of distinct domain names (though many actually the same site and owned by same organization) 10 of these sites contribute 70% of all Internet file sharing traffic And 4 colo / hosting companies (across ~8 locations) contribute 85% of all file sharing traffic Megavideo (Carpathia / Leaseweb) quickly replaced (with Putlocker a big winner) 18
19 Adult DRM / billing / control uses specialized hosting Almost traffic comes from CDNs Adult sites share red-light neighborhood Hosting similarly segment infrastructure Several small CDNs specialize in only adult content (e.g. Swift) Some CDNs have decided porn is not part of their business (e.g. Akamai) 19
20 Adult Others cater to the market with specialized pricing, SLAs and marketing This means we do not ask what you stream nor do we judge what you stream, how you stream or when you stream. Specialized hosting, payment and advertising 20
21 Internet Adult Traffic Lines are proportional to traffic percentages 21
22 The Rise and Fall (and Rise) of P2P P2P used to be mainly between dorm and consumer PCs Slow, unreliable, throttled by ISPs And home IPs pursued by RIAA agents So P2P declined as a percentage of Internet traffic (see my last talks)... 22
23 P2P Today But then came the cloud (and HD movies) Enter hosted cloud seed boxes GigE interfaces (great ratios) No throttling Latest torrent code pre-installed Conveniently located outside US (and RIAA) jurisdiction Still small percentage of P2P (1-5%), but growing rapidly 23
24 P2P Infrastructure Seedbox / Tracker Hosting Percentages OVH LeaseWeb Softlayer SingleHop FDCServers
25 A Very Brief Tour Large Russian File Sharing Hosting Provider 25
26 A Very Brief Tour Large UK File Sharing Hosting Provider 26
27 Final Thoughts File Sharing, P2P and Adult consume large proportion of Internet traffic (up to 30%) Tendency towards centralized / common infrastructure network effect specialized market needs targeted sales strategy P2P and file sharing staggeringly inefficient (US -> Europe) Dynamic market with shifting demands and potentially significant impact on carrier peering / IXP decisions 27
28 Questions? 28
Internet Traffic Evolution 2007-2011
Internet Traffic Evolution 2007-2011 Craig Labovitz April 6, 2011 Talk Outline Four-year ongoing inter-domain traffic study Review of 2010 results (NANOG / IETF / SIGCOMM) Methodology Changing carrier
Internet Traffic and Content Consolidation
Internet Traffic and Content Consolidation Craig Labovitz Chief Scientist, Arbor Networks S. Iekel-Johnson, D. McPherson Arbor Networks, Inc. J. Oberheide, F. Jahanian University of Michigan Talk Outline
Craig Labovitz, Scott Iekel-Johnson, Danny McPherson Arbor Networks Jon Oberheide, Farnam Jahanian University of Michigan
Internet Inter-Domain Traffic Craig Labovitz, Scott Iekel-Johnson, Danny McPherson Arbor Networks Jon Oberheide, Farnam Jahanian University of Michigan Motivation Measuring the Internet is hard Significant
ATLAS Internet Observatory 2009 Annual Report
ATLAS Internet Observatory 2009 Annual Report C. Labovitz, S. Iekel-Johnson, D. McPherson Arbor Networks, Inc. J. Oberheide, F. Jahanian University of Michigan M. Karir Merit Network, Inc. ATLAS Internet
ATLAS Internet Observatory Bandwidth Bandwagon: An ISOC Briefing Panel November 11, 2009, Hiroshima, Japan
ATLAS Internet Observatory Bandwidth Bandwagon: An ISOC Briefing Panel November 11, 2009, Hiroshima, Japan Danny McPherson [email protected] Chief Security Officer ATLAS Observatory Details ISP / Content
Measuring the Web: Part I - - Content Delivery Networks. Prof. Anja Feldmann, Ph.D. Dr. Ramin Khalili Georgios Smaragdakis, PhD
Measuring the Web: Part I - - Content Delivery Networks Prof. Anja Feldmann, Ph.D. Dr. Ramin Khalili Georgios Smaragdakis, PhD Acknowledgement Material presented in these slides is borrowed from presentajons
Trends in Internet Traffic Patterns Darren Anstee, EMEA Solutions Architect
Trends in Internet Traffic Patterns Darren Anstee, EMEA Solutions Architect This Talk The End of the Internet as we Know it We present the largest study of Internet traffic every conducted Peer-reviewed
Internet Inter-Domain Traffic
Internet Inter-Domain Traffic Craig Labovitz, Scott Iekel-Johnson, Danny McPherson Arbor Networks Ann Arbor, MI {labovit, scottij, danny}@arbor.net Jon Oberheide, Farnam Jahanian University of Michigan
CDN and Traffic-structure
CDN and Traffic-structure Outline Basics CDN Traffic Analysis 2 Outline Basics CDN Building Blocks Services Evolution Traffic Analysis 3 A Centralized Web! Slow content must traverse multiple backbones
DNSFlow- Enabling netflowlike telemetry for DNS
DNSFlow- Enabling netflowlike telemetry for DNS Kyle Creyts, Manish Karir Merit Network Inc. Joe Eggleston, Craig Labovitz DeepField Networks Intro An analogy to (gasp) telecom networks: Data plane scalable
IPv6 The Big Picture. Rob Evans, Janet [email protected]
IPv6 The Big Picture Rob Evans, Janet [email protected] Where are we? IPv4 32 bit addresses 4,294,967,296 possible addresses In practice much less than this. History of large allocations /8s Inefficiency
Internet Traffic Trends A View from 67 ISPs
Internet Traffic Trends A View from 67 ISPs Craig Labovitz ([email protected]) Danny McPherson ([email protected]) Scott Iekel-Johnson ([email protected]) Mike Hollyman ([email protected]) Internet Statistics
MarkScan. India New Delhi. Digital Content Protection Movie Case Study
MarkScan India New Delhi Digital Content Protection Movie Case Study In this 10 day project, we found significant levels of piracy 5042 source links & 3044 infringing links Daily Detection Infringing &
DNS, CDNs Weds March 17 2010 Lecture 13. What is the relationship between a domain name (e.g., youtube.com) and an IP address?
DNS, CDNs Weds March 17 2010 Lecture 13 DNS What is the relationship between a domain name (e.g., youtube.com) and an IP address? DNS is the system that determines this mapping. Basic idea: You contact
Three short case studies
Three short case studies peer to peer networking wireless systems search engines each includes issues of hardware processors, storage, peripherals, networks,... representation of information, analog vs.
How the Netflix ISP Speed Index Documents Netflix Congestion Problems
How the Netflix ISP Speed Index Documents Netflix Congestion Problems By Peter Sevcik June 2014 NetForecast Report NFR5117 2014 NetForecast, Inc. As of this writing, a comedic YouTube video featuring Netflix
Current Trends in IXPs, Hosting, and Cloud Computing
Current Trends in IXPs, Hosting, and Cloud Computing INTERNET EXCHANGE POINTS FORUM Verena Weber, OECD The Internet The term the Internet originates from and is commonly defined as: The network of interconnected
Cisco Videoscape Distribution Suite Service Broker
Data Sheet Cisco Videoscape Distribution Suite Service Broker Product Overview Cisco Videoscape Distribution Suite Service Broker (VDS-SB) encompasses a broad range of capabilities, particularly in accelerating
Analysing the impact of CDN based service delivery on traffic engineering
Analysing the impact of CDN based service delivery on traffic engineering Gerd Windisch Chair for Communication Networks Technische Universität Chemnitz Gerd Windisch - Chair for Communication Networks
Why VoIP Peer to Peer and Social Networking providers cannot ignore Legacy Telecoms! Or why Peer to Peer VoIP needs Voip-Pal IP to succeed!
Why VoIP Peer to Peer and Social Networking providers cannot ignore Legacy Telecoms! Or why Peer to Peer VoIP needs Voip-Pal IP to succeed! Professor Ed Candy Senior Life Member IEEE, Fellow of the IET
Uncovering the Big Players of the Web
Uncovering the Big Players of the Web 3 rd TMA Workshop Vienna March 12 Vinicius Gehlen Alessandro Finamore Marco Mellia Maurizio M. Munafò TMA COST Action Introduction 2 Nowadays Internet traffic volume
VPN Configuration Guide. Linksys (Belkin) LRT214 / LRT224 Gigabit VPN Router
VPN Configuration Guide Linksys (Belkin) LRT214 / LRT224 Gigabit VPN Router 2014 equinux AG and equinux USA, Inc. All rights reserved. Under copyright law, this manual may not be copied, in whole or in
The Internet Peering Playbook: Connecting to the Core of the Internet Second Edition Written by William B. Norton
The Internet Peering Playbook: Connecting to the Core of the Internet Second Edition Written by William B. Norton This book is essential reading for anyone seeking to understand the core of the Internet.
The forces behind the changing Internet: IXPs, content delivery, and virtualization
The forces behind the changing Internet: IXPs, content delivery, and virtualization Prof. Steve Uhlig Head of Networks research group Queen Mary, University of London [email protected] http://www.eecs.qmul.ac.uk/~steve/
Data Center Content Delivery Network
BM 465E Distributed Systems Lecture 4 Networking (cont.) Mehmet Demirci Today Overlay networks Data centers Content delivery networks Overlay Network A virtual network built on top of another network Overlay
Symantec RuleSpace Data Sheet
OEM URL Categorization Database and Real-time Web Categorization Technology Data Sheet: Security Intelligence OVERVIEW A major challenge today is ensuring a safe web environment for users and companies
The Challenges of Stopping Illegal Peer-to-Peer File Sharing
The Challenges of Stopping Illegal Peer-to-Peer File Sharing Kevin Bauer Dirk Grunwald Douglas Sicker Department of Computer Science University of Colorado Context: The Rise of Peer-to-Peer 1993-2000:
How using Google Analytics can improve your website performance and social campaigns
How using Google Analytics can improve your website performance and social campaigns How using Google Analytics can improve your website performance and social campaigns Google Analytics is undoubtedly
How Router Technology Shapes Inter-Cloud Computing Service Architecture for The Future Internet
How Router Technology Shapes Inter-Cloud Computing Service Architecture for The Future Internet Professor Jiann-Liang Chen Friday, September 23, 2011 Wireless Networks and Evolutional Communications Laboratory
Lab 4.5.4 Diagramming External Traffic Flows
Lab 4.5.4 Diagramming External Traffic Flows Device Designation Device Name Address Subnet Mask Discovery Server Business Services 172.17.1.1 255.255.0.0 R1 R2 R3 FC-CPE-1 FC-CPE-2 ISP Fa0/1 172.17.0.1
ABSTRACT Acknowledgments List of Abbreviations Contents ABSTRACT 3 Acknowledgments 5 List of Abbreviations 7 List of Figures 15 List of Tables 23 1 Introduction 25 2 Motivation and background 29 3 Overview
Regional Interconnection Strategy for Africa. Regional Peering and Interconnection Economics
Regional Interconnection Strategy for Africa Regional Peering and Interconnection Economics Connecting to the Edge of the Internet INTERNET TRANSIT 2 Overview of Internet Transit Start assuming no knowledge
The Role IXPs and Peering Play in the Evolution of the Internet
The Role IXPs and Peering Play in the Evolution of the Internet PTC 14, New World, New Strategies, 19-22 January 2014 Steve Wilcox, President and CTO, IX Reach A Quick Introduction Steve Wilcox founded
It s stated goal is to give people the power to share and make the world more open and connected.
BALANCING INDIVIDUAL RIGHTS WITH THE SOCIAL AND ECONOMIC BENEFITS OF A DIGITAL ECONOMY INTRODUCTION The World Wide Web and advances in broadband technology have presented enormous opportunities for economic
Executive Summary. Internet Traffic and Capacity
Executive Summary New applications and services have combined with strong broadband subscriber growth worldwide to fuel demand for Internet capacity. Despite predictions from some quarters that Internet
CFP Broadband Working Group: Broadband Usage Cost Recovery
CFP Broadband Working Group: Broadband Usage Cost Recovery Sharon E. Gillett, MIT John Watlington, France Telecom January 2005 Residential Broadband Usage Cost Recovery A Problem Statement presented as
Distributed Systems. 25. Content Delivery Networks (CDN) 2014 Paul Krzyzanowski. Rutgers University. Fall 2014
Distributed Systems 25. Content Delivery Networks (CDN) Paul Krzyzanowski Rutgers University Fall 2014 November 16, 2014 2014 Paul Krzyzanowski 1 Motivation Serving web content from one location presents
Decoding DNS data. Using DNS traffic analysis to identify cyber security threats, server misconfigurations and software bugs
Decoding DNS data Using DNS traffic analysis to identify cyber security threats, server misconfigurations and software bugs The Domain Name System (DNS) is a core component of the Internet infrastructure,
Peer-to-peer filetransfer protocols and IPv6. János Mohácsi NIIF/HUNGARNET TF-NGN meeting, 1/Oct/2004
-to-peer filetransfer protocols and IPv6 János Mohácsi NIIF/HUNGARNET TF-NGN meeting, 1/Oct/2004 Motivation IPv6 traffic is
SE4C03: Computer Networks and Computer Security Last revised: April 03 2005 Name: Nicholas Lake Student Number: 0046314 For: S.
BitTorrent Technology How and why it works SE4C03: Computer Networks and Computer Security Last revised: April 03 2005 Name: Nicholas Lake Student Number: 0046314 For: S. Kartik Krishnan 1 Abstract BitTorrent
Distributed Systems. 23. Content Delivery Networks (CDN) Paul Krzyzanowski. Rutgers University. Fall 2015
Distributed Systems 23. Content Delivery Networks (CDN) Paul Krzyzanowski Rutgers University Fall 2015 November 17, 2015 2014-2015 Paul Krzyzanowski 1 Motivation Serving web content from one location presents
Session 2 Generating Value from 'Big Data' Mark T. Bain
Session 2 Generating Value from 'Big Data' Mark T. Bain Presented by Mark Bain Head of Insurance Consulting KPMG GENERATING VALUE FROM BIG DATA 1 BIG DATA IS EVERYWHERE WHAT IS BIG DATA ALL ABOUT? WHAT
VPN Configuration Guide WatchGuard Fireware XTM
VPN Configuration Guide WatchGuard Fireware XTM Firebox X Edge Core e-series Firebox X Edge Core e-series Firebox X Edge Peak e-series XTM 8 Series XTM 10 Series 2010 equinux AG and equinux USA, Inc. All
Internet Peering as a Cloud enabler for Enterprises
Internet Peering as a Cloud enabler for Enterprises Lionel MARIE Network architect Schneider Electric [email protected] Board Member France-IX [email protected] Schneider Electric at
LiveAction Visualization, Management, and Control for Cisco IWAN Overview
LiveAction Visualization, Management, and Control for Cisco IWAN Overview Overview Cisco Intelligent WAN (IWAN) delivers an uncompromised user experience over any connection, whether that connection is
Teach Yourself VISUALLY Search Engine Optimization (SEO)
Brochure More information from http://www.researchandmarkets.com/reports/2326797/ Teach Yourself VISUALLY Search Engine Optimization (SEO) Description: The perfect guide to help visual learners maximize
How To Improve Interconnection
the Internet is for everyone An Introduction to Internet Interconnection Concepts and Actors Briefing Paper An Introduction to Internet Interconnection Concepts and Actors Introduction The Internet is
SEO for Profit. A Wordtracker Masterclass in search engine optimization. Mark Nunney
SEO for Profit A Wordtracker Masterclass in search engine optimization Mark Nunney Contents Book Introduction Part One: Search engines and SEO 4 Introduction 5 Chapter 1: Search engines 7 Chapter 2: What
The Role and uses of Peer-to-Peer in file-sharing. Computer Communication & Distributed Systems EDA 390
The Role and uses of Peer-to-Peer in file-sharing Computer Communication & Distributed Systems EDA 390 Jenny Bengtsson Prarthanaa Khokar [email protected] [email protected] Gothenburg, May
Netflix Open Connect Network. PTT Forum December 2012 Flavio Amaral (South America Network Strategy)
Netflix Open Connect Network PTT Forum December 2012 Flavio Amaral (South America Network Strategy) 1 Overview Introduction to Netflix Netflix in Brazil Peering and Plans for 2013 Open Connect, the Netflix
http://my6.statcounter.com/project/standard/magnify.php?project_id=1613882&ip_number=3275864294
Pagina 1 di 8 My Projects My Profile Account Info Users Support Billing Upgrade User Forum Blog Logout [nicscics] Magnify User (Scie Chimiche (Chemtrails)) 16th December 2008 00:40:22 S T A T I S T I C
Copyright Infringement and Enforcement in the US
Copyright Infringement and Enforcement in the US A Research Note, November 2011 The U.S. House of Representatives is currently debating the Stop Online Piracy Act (SOPA) the counterpart to the Senate s
Adaptive HTTP streaming and HTML5. 1 Introduction. 1.1 Netflix background. 1.2 The need for standards. W3C Web and TV Workshop, 8-9 February 2011
W3C Web and TV Workshop, 8-9 February 2011 Adaptive HTTP streaming and HTML5 Mark Watson, Netflix Inc. 1 Introduction 1.1 Netflix background Netflix is a leading provider of streaming video services in
What is. LDeX MEDIA PLATFORM?
What is LDeX MEDIA PLATFORM? WHAT IS THE THE LDeX MEDIA PLATFORM: The UK s digital platform of choice which enables industry partners to globally connect, share resources and support each other through
Web Hosting 101. with Patrick McNeil
Web Hosting 101 with Patrick McNeil Alphabet soup Why learn the technical side? To help your clients solve problems To help you work better with your tech team To better understand how the web works To
How To Detect An Advanced Persistent Threat Through Big Data And Network Analysis
, pp.30-36 http://dx.doi.org/10.14257/astl.2013.29.06 Detection of Advanced Persistent Threat by Analyzing the Big Data Log Jisang Kim 1, Taejin Lee, Hyung-guen Kim, Haeryong Park KISA, Information Security
The State Of The CDN Market: Video Pricing, Contract, Volume and Market Sizing Trends
The State Of The CDN Market: Video Pricing, Contract, Volume and Market Sizing Trends Detailed pricing data can be seen at: www.cdnpricing.com www.cdnlist.com www.contentdeliveryblog.com Note: Data from
Should Internet Service Providers Fear Peer-Assisted Content Distribution?
Should Internet Service Providers Fear Peer-Assisted Content Distribution? Thomas Karagiannis, UC Riverside Pablo Rodriguez, Microsoft Research Cambridge Konstantina Papagiannaki, Intel Research Cambridge
Web Analytics Understand your web visitors without web logs or page tags and keep all your data inside your firewall.
Web Analytics Understand your web visitors without web logs or page tags and keep all your data inside your firewall. 5401 Butler Street, Suite 200 Pittsburgh, PA 15201 +1 (412) 408 3167 www.metronomelabs.com
SEO Basics for Starters
SEO Basics for Starters Contents What is Search Engine Optimisation?...3 Why is Search Engine Optimisation important?... 4 How Search Engines Work...6 Google... 7 SEO - What Determines Your Ranking?...
VPN Configuration Guide. Dell SonicWALL
VPN Configuration Guide Dell SonicWALL 2013 equinux AG and equinux USA, Inc. All rights reserved. Under copyright law, this manual may not be copied, in whole or in part, without the written consent of
Measure. Analyze. Optimize. Search Engine Optimization. Prepared for: Onstar Pest Control. http://www.onstarpestcontrol.com. Date: March 30th, 2015
YESOnline LLC. 1.844.704.YESO toll free [email protected] Measure. Analyze. Optimize. Search Engine Optimization Prepared for: Onstar Pest Control http://www.onstarpestcontrol.com Date: March 30th, 2015
Indirection. science can be solved by adding another level of indirection" -- Butler Lampson. "Every problem in computer
Indirection Indirection: rather than reference an entity directly, reference it ( indirectly ) via another entity, which in turn can or will access the original entity A x B "Every problem in computer
The Broadband Service Optimization Handbook Chapter 3
Gaining detailed information about the traffic on your network and the behavior of your subscribers is crucial to achieving success in the highly competitive service provider market. The latest breed of
Pushing CDN-ISP Collaboration to the Limit
Pushing CDN-ISP Collaboration to the Limit Benjamin Frank TU Berlin [email protected] Georgios Smaragdakis T-Labs/TU Berlin [email protected] Jannis Rake T-Labs [email protected]
Visualization, Management, and Control for Cisco IWAN
Visualization, Management, and Control for Cisco IWAN Overview Cisco Intelligent WAN (IWAN) delivers an uncompromised user experience over any connection, whether that connection is Multiprotocol Label
Whose IP Is It Anyways: Tales of IP Reputation Failures
Whose IP Is It Anyways: Tales of IP Reputation Failures SESSION ID: SPO-T07 Michael Hamelin Lead X-Force Security Architect IBM Security Systems @HackerJoe What is reputation? 2 House banners tell a story
Software Defined Networks
Software Defined Networks Damiano Carra Università degli Studi di Verona Dipartimento di Informatica Acknowledgements! Credits Part of the course material is based on slides provided by the following authors
MC-FTP (Multicast File Transfer Protocol): Implementation and Comparison with
MC-FTP (Multicast File Transfer Protocol): Implementation and Comparison with BitTorrent RVS Seminar HS 2007 MC-FTP (Multicast File Transfer Protocol): Implementation and Comparison with BitTorrent Alican
Pushing CDN-ISP Collaboration to the Limit
Pushing CDN-ISP Collaboration to the Limit Benjamin Frank TU Berlin [email protected] Georgios Smaragdakis T-Labs/TU Berlin [email protected] Jannis Rake T-Labs [email protected]
TELEGEOGRAPHY REPORT EXECUTIVE SUMMARY. Executive Summary
Executive Summary Over the past two decades, the international long-distance industry has experienced wrenching changes. Service providers have weathered market liberalization, the enormous telecom market
Getting Started with PRTG Network Monitor 2012 Paessler AG
Getting Started with PRTG Network Monitor 2012 Paessler AG All rights reserved. No parts of this work may be reproduced in any form or by any means graphic, electronic, or mechanical, including photocopying,
Cloud Security: Evaluating Risks within IAAS/PAAS/SAAS
Cloud Security: Evaluating Risks within IAAS/PAAS/SAAS Char Sample Security Engineer, Carnegie Mellon University CERT Information Security Decisions TechTarget Disclaimer Standard Disclaimer - This talk
A complete website solution for ownership and hosted on your own server.
TM www.customadesign.com A complete website solution for ownership and hosted on your own server. Start your free website design trial today! visit http://customadesign.com for more info ONLINE marketingsolution
