SlideShare uma empresa Scribd logo
1 de 21
OTT AND SCALE:
THE DARKNESS AND THE LIGHT




Will Law
Principal Media Architect - Akamai
‱ Any [content | where | device | time]
LET’S EXAMINE THE REALITY OF OUR
OTT EXPERIENCE
1. Everyone start browsing Netflix now on their cellphones
2. Repeat this experiment tonight in your hotel room.
3. What’s the largest concurrent audience ever for a
   webcast?
4. Viewership of the 20th – 25th most popular cable shows
   last week?
5. How much traffic is Akamai pushing right now?
6. What if 10% of cable audience went over-the-top
   tomorrow?
The Explosion of Media over IP
Today                              Future

‱ 700 million video users   x3=     2.1 billion video users

‱ 10 mins of video daily    x12=    2 hrs of video daily

‱ 500 Kbps                  x15=    7.5 Mbps for hi-def content




                            x540=
More People

                                    Internet Users Worldwide
           6

           5

           4
Billions




           3

           2

           1

           0
           2009                      2012                    2015                                      2020

               Sources: eTForecasts, Internet World Stats, National Science Foundation, Akamai Estimates

ON MORE DEVICES

                                  Connected Devices
              60

              50

              40
   Billions




              30

              20

              10

              0
              2009           2012                    2015                            2020

                     Sources: IDC, IMS Research, Cisco, Ericsson, Akamai Estimates
Evolution of online video
                                                                                      1.4 Tbps




                                                    1.084
                                                     Tbps


                                                              Americans will watch
                                                              more streaming
                                                              movies in 2012 than
                                                              DVD & Blu-Ray
                                                              combined
                                                              Major sporting
                                         444 Gbps             events online in 2012
                                                              with
                                                              engagement times in
                                                              hours
                      21.0 Gbps
<1 Gbps   15.9 Gbps




   1999      2002       2004      2007     2008        2009       2010      2011         2012    2013   2014
Revolution of TV Online

                                                    Continued
                                                 Exponential Growth




1999   2002   2004   2007   2008   2009   2010    2011   2012   2013   2014+
THE OTT BANDWIDTH CRUNCH

 ‱ There is no single solution to this
   problem
 ‱ But there are an array of technologies
   which together can begin to attack this
   problem
 ‱ Let’s take a look at 10 of them
1. HEVC VIDEO CODEC
‱ Successor to AVC (H.264) went to final draft in January 13
‱ It requires 30-50% less bandwidth than AVC for the same
  perceived quality.
‱ Decoding is complex although software decoding available in
  tablets/laptops/phones today
‱ Can open up new markets for ADSL and mobile subscribers
‱ Allows 720p at 2Mbps which is sweet spot for 4G networks.
‱ Makes OTT UHD (4K) feasible
‱ Will cut transport costs for OTT content only IF quality parity
  is maintained.
2. DEVICE COMPUTE CAPABILITY IS RISING

‱ The cell phone in your pocket has more computing power
  than all of NASA had in 1969 when it launched Apollo 13.
‱ The Sony PS3 of today, which costs $300, has the power
  of a military supercomputer of 1997, which cost millions
  of dollars.
‱ Quad-core is the norm now, OctaCore coming out with
  S4, smarter multicore main processors with ridiculously
  small die sizes.
‱ How does this effect media? Can decode more complex
  compression schemes.
3. STORAGE DENSITY IS GROWING FASTER THAN
COMPUTE ABILITY
‱ Why should storage effect bandwidth?
‱ Andreessen in 1999
‱ What if your home router has a 5TB drive inside it?
4. MULTICAST
‱ Vast majority of OTT traffic today is unicast,
‱ Multicast is typically enabled within a network. No easy
  way for CDNs to ensure multicast transit to all end-users.
‱ Multicasting longtail VOD traffic is inefficient
‱ But we could multicast
   –   Live sports events
   –   New events (Elections, royal weddings etc).
   –   OTT linear TV for marquee programming
   –   The top 100 Netflix titles?
5. PEER ASSISTED DELIVERY

‱ Get video from your peers instead of a conventional server
‱ Urrgghh Bittorrent for giving p2p a bad name in the
  enterprise
‱ Needs overlay security and control plane
‱ Challenged by asymetric last mile, which is why mostly used
  for audio today.
‱ Todays adaptive segmented formats
  (HLS, HDS, Smooth, DASH) lend themselves nice to peer
  assisted delivery.
‱ What if peers were TV’s , home entertainment
  devices, refrigerators ?
6. TIERED PRICING PLANS

‱ This is one you don’t want to hear as a consumer.
‱ What do you do when your carrier charges you $20/GB?
‱ Pricing tiers are effective tools at restricting usage and
  modifying behavior:
   – Shifting mobile users to use WiFi
   – Shift consumption out of non-peak times
7. CACHING NETWORKS

‱ Imagine if all the content you ever wanted was on the server
  one hop away from you?
‱ Think of caching as “free” delivery – removes origin and
  midgress traffic
‱ Used to only exist inside CDNS
‱ Now major telcos and carriers are building out transparent
  cache layers within their own networks.
‱ Federation of content between cache networks.
‱ Caches are inching their way towards the cell tower, which is
  a non-IP environment.
8. BETTER OPTIMATION OF MOBILE DATA




                          Image credit:
9. FIBER AND TRANSIT CAPACITY INCREASING
‱ The last hop to your house or device is not where congestion is
  occurring – it is the peering and transit that has to occur between
  server and client.
‱ Sustainable throughput on fiber increased 120% over past 5 years.
‱ Dark fiber being activated.
‱ New fiber laid at increasing rates.
‱ Sept 2012 NTT demonstrated ultra-large capacity transmission of 1
  petabit (1000 terabit) per second over a 52.4 km length of optical
  fiber.
‱ Equivalent to sending 5,000 HDTV videos of two hours in a single
  second.
10. SCALABLE VIDEO CODING (SVC)
‱ Multi-bitrate delivery
  where each higher
  bitrate builds upon the
  lower ones
‱ Leads to very good
  cache efficiency.
‱ caching == reduced
  transit and origin
  traffic
‱ HEVC+SVC+DASH =
  efficient
MANY MORE BEYOND THESE 10
‱ Towards the darkness
   – 4K video
   – Device screen resolution increasing (S4 is 1080p)


‱ Towards the light
   –   HTTP 2.0 SPDY et al.
   –   Server bits/watt increasing
   –   Hybrid UDP/TCP delivery
   –   Residential fiber
   –   WLAN/WiFi offload
THANK YOU FOR YOUR TIME



        QUESTIONS?
       wilaw@akamai.com

Mais conteĂșdo relacionado

Mais procurados

Google Fiber Case Competition
Google Fiber Case CompetitionGoogle Fiber Case Competition
Google Fiber Case Competition
Jimmy Gillespie
 
Next Generation Innovation Platform for Research and Economic Development in ...
Next Generation Innovation Platform for Research and Economic Development in ...Next Generation Innovation Platform for Research and Economic Development in ...
Next Generation Innovation Platform for Research and Economic Development in ...
Ed Dodds
 
Is The Television The Next Two Way Communication Tool March3
Is The Television The Next Two Way Communication Tool March3Is The Television The Next Two Way Communication Tool March3
Is The Television The Next Two Way Communication Tool March3
John Gallagher
 
Technologies in the film and tv industries final version copy 3
Technologies in the film and tv industries   final version copy 3Technologies in the film and tv industries   final version copy 3
Technologies in the film and tv industries final version copy 3
barsik1997
 
ćœ‹éš›é ‚ć°–èŁœé€ æ„­ć“ç‰Œæ‡‰ç”šAkamaiæĄˆäŸ‹ćˆ†äș«
ćœ‹éš›é ‚ć°–èŁœé€ æ„­ć“ç‰Œæ‡‰ç”šAkamaiæĄˆäŸ‹ćˆ†äș«ćœ‹éš›é ‚ć°–èŁœé€ æ„­ć“ç‰Œæ‡‰ç”šAkamaiæĄˆäŸ‹ćˆ†äș«
ćœ‹éš›é ‚ć°–èŁœé€ æ„­ć“ç‰Œæ‡‰ç”šAkamaiæĄˆäŸ‹ćˆ†äș«
äœ”ćŠ›ç§‘æŠ€ JFT
 
Cisco presentation at CNA Openning at Thu Duc College of Technology on 28 Oct...
Cisco presentation at CNA Openning at Thu Duc College of Technology on 28 Oct...Cisco presentation at CNA Openning at Thu Duc College of Technology on 28 Oct...
Cisco presentation at CNA Openning at Thu Duc College of Technology on 28 Oct...
Son Phan
 
Technologies in the film and tv industries final version copy 2
Technologies in the film and tv industries   final version copy 2Technologies in the film and tv industries   final version copy 2
Technologies in the film and tv industries final version copy 2
barsik1997
 
Cybera - ISAC
Cybera - ISACCybera - ISAC
Cybera - ISAC
Cybera Inc.
 

Mais procurados (17)

Becker School District
Becker School DistrictBecker School District
Becker School District
 
IPv6 required - ICCA Pondicherry 31 Jan 2012
IPv6 required - ICCA Pondicherry 31 Jan 2012IPv6 required - ICCA Pondicherry 31 Jan 2012
IPv6 required - ICCA Pondicherry 31 Jan 2012
 
Google Fiber Case Competition
Google Fiber Case CompetitionGoogle Fiber Case Competition
Google Fiber Case Competition
 
Bio scott evans
Bio scott evansBio scott evans
Bio scott evans
 
Webinar: Getting the Anywhere Net
Webinar: Getting the Anywhere NetWebinar: Getting the Anywhere Net
Webinar: Getting the Anywhere Net
 
Next Generation Innovation Platform for Research and Economic Development in ...
Next Generation Innovation Platform for Research and Economic Development in ...Next Generation Innovation Platform for Research and Economic Development in ...
Next Generation Innovation Platform for Research and Economic Development in ...
 
Is The Television The Next Two Way Communication Tool March3
Is The Television The Next Two Way Communication Tool March3Is The Television The Next Two Way Communication Tool March3
Is The Television The Next Two Way Communication Tool March3
 
Technologies in the film and tv industries final version copy 3
Technologies in the film and tv industries   final version copy 3Technologies in the film and tv industries   final version copy 3
Technologies in the film and tv industries final version copy 3
 
IPv6 required - Karunya University 3 Feb 2012
IPv6 required - Karunya University 3 Feb 2012IPv6 required - Karunya University 3 Feb 2012
IPv6 required - Karunya University 3 Feb 2012
 
ćœ‹éš›é ‚ć°–èŁœé€ æ„­ć“ç‰Œæ‡‰ç”šAkamaiæĄˆäŸ‹ćˆ†äș«
ćœ‹éš›é ‚ć°–èŁœé€ æ„­ć“ç‰Œæ‡‰ç”šAkamaiæĄˆäŸ‹ćˆ†äș«ćœ‹éš›é ‚ć°–èŁœé€ æ„­ć“ç‰Œæ‡‰ç”šAkamaiæĄˆäŸ‹ćˆ†äș«
ćœ‹éš›é ‚ć°–èŁœé€ æ„­ć“ç‰Œæ‡‰ç”šAkamaiæĄˆäŸ‹ćˆ†äș«
 
PLNOG 22 - Denis Zotov - SD-WAN - typowe i nietypowe zastosowania
PLNOG 22 - Denis Zotov - SD-WAN - typowe i nietypowe zastosowaniaPLNOG 22 - Denis Zotov - SD-WAN - typowe i nietypowe zastosowania
PLNOG 22 - Denis Zotov - SD-WAN - typowe i nietypowe zastosowania
 
PLNOG 5: Bart van der Sloot, Roland Vrijheid - THE INTERNET IN 2015
PLNOG 5: Bart van der Sloot, Roland Vrijheid - THE INTERNET IN 2015 PLNOG 5: Bart van der Sloot, Roland Vrijheid - THE INTERNET IN 2015
PLNOG 5: Bart van der Sloot, Roland Vrijheid - THE INTERNET IN 2015
 
Cisco presentation at CNA Openning at Thu Duc College of Technology on 28 Oct...
Cisco presentation at CNA Openning at Thu Duc College of Technology on 28 Oct...Cisco presentation at CNA Openning at Thu Duc College of Technology on 28 Oct...
Cisco presentation at CNA Openning at Thu Duc College of Technology on 28 Oct...
 
Technologies in the film and tv industries final version copy 2
Technologies in the film and tv industries   final version copy 2Technologies in the film and tv industries   final version copy 2
Technologies in the film and tv industries final version copy 2
 
Cybera - ISAC
Cybera - ISACCybera - ISAC
Cybera - ISAC
 
National NBN-enabled Digital Economy Forum presentations
National NBN-enabled Digital Economy Forum presentationsNational NBN-enabled Digital Economy Forum presentations
National NBN-enabled Digital Economy Forum presentations
 
Cybera - Staff Meeting
Cybera - Staff MeetingCybera - Staff Meeting
Cybera - Staff Meeting
 

Destaque

Unit VI Overlays
Unit VI OverlaysUnit VI Overlays
Unit VI Overlays
sangusajjan
 
Overlay networks ppt
Overlay networks pptOverlay networks ppt
Overlay networks ppt
Akshay Hegde
 

Destaque (6)

Performance Warrior Tales: Cloud Load Testing the Retail Giants
Performance Warrior Tales: Cloud Load Testing the Retail Giants Performance Warrior Tales: Cloud Load Testing the Retail Giants
Performance Warrior Tales: Cloud Load Testing the Retail Giants
 
Unit VI Overlays
Unit VI OverlaysUnit VI Overlays
Unit VI Overlays
 
Hans Nipshagen (Akamai) | TU - Hack & Attacks
Hans Nipshagen (Akamai) | TU - Hack & AttacksHans Nipshagen (Akamai) | TU - Hack & Attacks
Hans Nipshagen (Akamai) | TU - Hack & Attacks
 
Akamai Technologies - Company Overview
Akamai Technologies - Company OverviewAkamai Technologies - Company Overview
Akamai Technologies - Company Overview
 
Overlay network
Overlay networkOverlay network
Overlay network
 
Overlay networks ppt
Overlay networks pptOverlay networks ppt
Overlay networks ppt
 

Semelhante a Delivering Over The Top Video at Scale - Akamai at OTTCon 2013

5 Technologies 5 Years
5 Technologies 5 Years5 Technologies 5 Years
5 Technologies 5 Years
rAVe [PUBS]
 
Quantitative Analysis
Quantitative AnalysisQuantitative Analysis
Quantitative Analysis
Videoguy
 

Semelhante a Delivering Over The Top Video at Scale - Akamai at OTTCon 2013 (20)

Bti systems at ottcon march 2011
Bti systems at ottcon march 2011Bti systems at ottcon march 2011
Bti systems at ottcon march 2011
 
Abitcool - A vast array of small-scale service providers with gigabit access,...
Abitcool - A vast array of small-scale service providers with gigabit access,...Abitcool - A vast array of small-scale service providers with gigabit access,...
Abitcool - A vast array of small-scale service providers with gigabit access,...
 
Internet 2020: The Future Connection
Internet 2020: The Future ConnectionInternet 2020: The Future Connection
Internet 2020: The Future Connection
 
Tstat conext
Tstat conextTstat conext
Tstat conext
 
Towards An Exabyte Broadband World
Towards An Exabyte Broadband WorldTowards An Exabyte Broadband World
Towards An Exabyte Broadband World
 
Dr. Robert Pepper Presentation IIC Montreal 10 2009
Dr. Robert Pepper Presentation IIC Montreal 10 2009Dr. Robert Pepper Presentation IIC Montreal 10 2009
Dr. Robert Pepper Presentation IIC Montreal 10 2009
 
Ott video services
Ott video servicesOtt video services
Ott video services
 
IOT, It's the Internet...only bigger
IOT, It's the Internet...only biggerIOT, It's the Internet...only bigger
IOT, It's the Internet...only bigger
 
Harnessing the value of VOD_Value Partners09
Harnessing the value of VOD_Value Partners09Harnessing the value of VOD_Value Partners09
Harnessing the value of VOD_Value Partners09
 
Harnessing The Value Of Vod by Value Partners
Harnessing The Value Of Vod by Value PartnersHarnessing The Value Of Vod by Value Partners
Harnessing The Value Of Vod by Value Partners
 
How FTI can help your small rural or remote community get online today!
How FTI can help your small rural or remote community get online today!How FTI can help your small rural or remote community get online today!
How FTI can help your small rural or remote community get online today!
 
5 Technologies 5 Years
5 Technologies 5 Years5 Technologies 5 Years
5 Technologies 5 Years
 
IPv6 Adoption --- Acceleration
IPv6 Adoption --- AccelerationIPv6 Adoption --- Acceleration
IPv6 Adoption --- Acceleration
 
Internet VOD: meeting consumer demands
Internet VOD: meeting consumer demandsInternet VOD: meeting consumer demands
Internet VOD: meeting consumer demands
 
How to Monitor DOCSIS Devices Using SNMP, InfluxDB, and Telegraf
How to Monitor DOCSIS Devices Using SNMP, InfluxDB, and TelegrafHow to Monitor DOCSIS Devices Using SNMP, InfluxDB, and Telegraf
How to Monitor DOCSIS Devices Using SNMP, InfluxDB, and Telegraf
 
Innovation in the carrier space
Innovation in the carrier spaceInnovation in the carrier space
Innovation in the carrier space
 
Multi-network Solutions in the Real World: NAB 2012, Will Law, Akamai
Multi-network Solutions in the Real World: NAB 2012, Will Law, AkamaiMulti-network Solutions in the Real World: NAB 2012, Will Law, Akamai
Multi-network Solutions in the Real World: NAB 2012, Will Law, Akamai
 
Quantitative Analysis
Quantitative AnalysisQuantitative Analysis
Quantitative Analysis
 
4G
4G4G
4G
 
Is The Television The Next Two Way Communication Tool March3
Is The Television The Next Two Way Communication Tool March3Is The Television The Next Two Way Communication Tool March3
Is The Television The Next Two Way Communication Tool March3
 

Mais de Akamai Technologies

Mais de Akamai Technologies (20)

Akamai Intelligent Edge Security
Akamai Intelligent Edge SecurityAkamai Intelligent Edge Security
Akamai Intelligent Edge Security
 
Replacing recovery with resilience
Replacing recovery with resilienceReplacing recovery with resilience
Replacing recovery with resilience
 
Competitive EDGE - Data Driven Differentiation
Competitive EDGE - Data Driven DifferentiationCompetitive EDGE - Data Driven Differentiation
Competitive EDGE - Data Driven Differentiation
 
3 Reasons You Need Proactive Protection Against Malware
3 Reasons You Need Proactive Protection Against Malware3 Reasons You Need Proactive Protection Against Malware
3 Reasons You Need Proactive Protection Against Malware
 
3 Reasons It's Time for a New Remote Access Model
3 Reasons It's Time for a New Remote Access Model3 Reasons It's Time for a New Remote Access Model
3 Reasons It's Time for a New Remote Access Model
 
ìƒˆëĄœìšŽ 원êČ© 접속 ëȘšëžìŽ 필요한 3가지 읎유
ìƒˆëĄœìšŽ 원êČ© 접속 ëȘšëžìŽ 필요한 3가지 ìŽìœ ìƒˆëĄœìšŽ 원êČ© 접속 ëȘšëžìŽ 필요한 3가지 읎유
ìƒˆëĄœìšŽ 원êČ© 접속 ëȘšëžìŽ 필요한 3가지 읎유
 
æ›Žæ–°é ç«Żć­˜ć–æšĄćŒçš„ 3 性理由
æ›Žæ–°é ç«Żć­˜ć–æšĄćŒçš„ 3 ć€§ç†ç”±æ›Žæ–°é ç«Żć­˜ć–æšĄćŒçš„ 3 性理由
æ›Žæ–°é ç«Żć­˜ć–æšĄćŒçš„ 3 性理由
 
ćș”èŻ„é‡‡ç”šć…šæ–°èżœçš‹èźżé—źæšĄćŒçš„ 3 ć€§ćŽŸć› 
ćș”èŻ„é‡‡ç”šć…šæ–°èżœçš‹èźżé—źæšĄćŒçš„ 3 ć€§ćŽŸć› ćș”èŻ„é‡‡ç”šć…šæ–°èżœçš‹èźżé—źæšĄćŒçš„ 3 ć€§ćŽŸć› 
ćș”èŻ„é‡‡ç”šć…šæ–°èżœçš‹èźżé—źæšĄćŒçš„ 3 ć€§ćŽŸć› 
 
3 ぀た理由 ä»Šă“ăæ–°ă—ă„ăƒȘăƒąăƒŒăƒˆăƒ»ă‚ąă‚Ż ă‚»ă‚čăƒ»ăƒąăƒ‡ăƒ«ă‚’æŽĄç”šă™ăčきべ き
3 ぀た理由 ä»Šă“ăæ–°ă—ă„ăƒȘăƒąăƒŒăƒˆăƒ»ă‚ąă‚Ż ă‚»ă‚čăƒ»ăƒąăƒ‡ăƒ«ă‚’æŽĄç”šă™ăčきべ き3 ぀た理由 ä»Šă“ăæ–°ă—ă„ăƒȘăƒąăƒŒăƒˆăƒ»ă‚ąă‚Ż ă‚»ă‚čăƒ»ăƒąăƒ‡ăƒ«ă‚’æŽĄç”šă™ăčきべ き
3 ぀た理由 ä»Šă“ăæ–°ă—ă„ăƒȘăƒąăƒŒăƒˆăƒ»ă‚ąă‚Ż ă‚»ă‚čăƒ»ăƒąăƒ‡ăƒ«ă‚’æŽĄç”šă™ăčきべ き
 
3 razÔes chegou a hora de um novo modelo de acesso remoto
3 razÔes chegou a hora de um novo modelo de acesso remoto3 razÔes chegou a hora de um novo modelo de acesso remoto
3 razÔes chegou a hora de um novo modelo de acesso remoto
 
3 motivi per cui Ăš necessario un nuovo modello di accesso remoto
3 motivi per cui Ăš necessario un nuovo modello di accesso remoto3 motivi per cui Ăš necessario un nuovo modello di accesso remoto
3 motivi per cui Ăš necessario un nuovo modello di accesso remoto
 
3 raisons de changer votre modĂšle d'accĂšs Ă  distance
3 raisons de changer votre modĂšle d'accĂšs Ă  distance3 raisons de changer votre modĂšle d'accĂšs Ă  distance
3 raisons de changer votre modĂšle d'accĂšs Ă  distance
 
3 motivos por los que ahora es el momento perfecto para adoptar un nuevo mode...
3 motivos por los que ahora es el momento perfecto para adoptar un nuevo mode...3 motivos por los que ahora es el momento perfecto para adoptar un nuevo mode...
3 motivos por los que ahora es el momento perfecto para adoptar un nuevo mode...
 
3 GrĂŒnde fĂŒr eine neue Art des Remotezugriffs
3 GrĂŒnde fĂŒr eine neue Art des Remotezugriffs3 GrĂŒnde fĂŒr eine neue Art des Remotezugriffs
3 GrĂŒnde fĂŒr eine neue Art des Remotezugriffs
 
Chicago Tech Day Jan 2015: Foundry - HTTP2
Chicago Tech Day Jan 2015: Foundry - HTTP2Chicago Tech Day Jan 2015: Foundry - HTTP2
Chicago Tech Day Jan 2015: Foundry - HTTP2
 
Chicago Tech Day Jan 2015: RWD
Chicago Tech Day Jan 2015: RWDChicago Tech Day Jan 2015: RWD
Chicago Tech Day Jan 2015: RWD
 
Chicago Tech Day Jan 2015: Hidden Features
Chicago Tech Day Jan 2015: Hidden FeaturesChicago Tech Day Jan 2015: Hidden Features
Chicago Tech Day Jan 2015: Hidden Features
 
Customer Technology Day Chicago 2015
Customer Technology Day Chicago 2015Customer Technology Day Chicago 2015
Customer Technology Day Chicago 2015
 
Edge 2014: Maintaining the Balance: Getting the Most of Your CDN with IKEA
Edge 2014: Maintaining the Balance: Getting the Most of Your CDN with IKEAEdge 2014: Maintaining the Balance: Getting the Most of Your CDN with IKEA
Edge 2014: Maintaining the Balance: Getting the Most of Your CDN with IKEA
 
Edge 2014: Increasing Control with Property Manager with eBay
Edge 2014: Increasing Control with Property Manager with eBayEdge 2014: Increasing Control with Property Manager with eBay
Edge 2014: Increasing Control with Property Manager with eBay
 

Último

Architecting Cloud Native Applications
Architecting Cloud Native ApplicationsArchitecting Cloud Native Applications
Architecting Cloud Native Applications
WSO2
 
Modular Monolith - a Practical Alternative to Microservices @ Devoxx UK 2024
Modular Monolith - a Practical Alternative to Microservices @ Devoxx UK 2024Modular Monolith - a Practical Alternative to Microservices @ Devoxx UK 2024
Modular Monolith - a Practical Alternative to Microservices @ Devoxx UK 2024
Victor Rentea
 
Cloud Frontiers: A Deep Dive into Serverless Spatial Data and FME
Cloud Frontiers:  A Deep Dive into Serverless Spatial Data and FMECloud Frontiers:  A Deep Dive into Serverless Spatial Data and FME
Cloud Frontiers: A Deep Dive into Serverless Spatial Data and FME
Safe Software
 
+971581248768>> SAFE AND ORIGINAL ABORTION PILLS FOR SALE IN DUBAI AND ABUDHA...
+971581248768>> SAFE AND ORIGINAL ABORTION PILLS FOR SALE IN DUBAI AND ABUDHA...+971581248768>> SAFE AND ORIGINAL ABORTION PILLS FOR SALE IN DUBAI AND ABUDHA...
+971581248768>> SAFE AND ORIGINAL ABORTION PILLS FOR SALE IN DUBAI AND ABUDHA...
?#DUbAI#??##{{(☎+971_581248768%)**%*]'#abortion pills for sale in dubai@
 

Último (20)

Architecting Cloud Native Applications
Architecting Cloud Native ApplicationsArchitecting Cloud Native Applications
Architecting Cloud Native Applications
 
DEV meet-up UiPath Document Understanding May 7 2024 Amsterdam
DEV meet-up UiPath Document Understanding May 7 2024 AmsterdamDEV meet-up UiPath Document Understanding May 7 2024 Amsterdam
DEV meet-up UiPath Document Understanding May 7 2024 Amsterdam
 
EMPOWERMENT TECHNOLOGY GRADE 11 QUARTER 2 REVIEWER
EMPOWERMENT TECHNOLOGY GRADE 11 QUARTER 2 REVIEWEREMPOWERMENT TECHNOLOGY GRADE 11 QUARTER 2 REVIEWER
EMPOWERMENT TECHNOLOGY GRADE 11 QUARTER 2 REVIEWER
 
Cyberprint. Dark Pink Apt Group [EN].pdf
Cyberprint. Dark Pink Apt Group [EN].pdfCyberprint. Dark Pink Apt Group [EN].pdf
Cyberprint. Dark Pink Apt Group [EN].pdf
 
Apidays New York 2024 - The value of a flexible API Management solution for O...
Apidays New York 2024 - The value of a flexible API Management solution for O...Apidays New York 2024 - The value of a flexible API Management solution for O...
Apidays New York 2024 - The value of a flexible API Management solution for O...
 
Modular Monolith - a Practical Alternative to Microservices @ Devoxx UK 2024
Modular Monolith - a Practical Alternative to Microservices @ Devoxx UK 2024Modular Monolith - a Practical Alternative to Microservices @ Devoxx UK 2024
Modular Monolith - a Practical Alternative to Microservices @ Devoxx UK 2024
 
MINDCTI Revenue Release Quarter One 2024
MINDCTI Revenue Release Quarter One 2024MINDCTI Revenue Release Quarter One 2024
MINDCTI Revenue Release Quarter One 2024
 
Corporate and higher education May webinar.pptx
Corporate and higher education May webinar.pptxCorporate and higher education May webinar.pptx
Corporate and higher education May webinar.pptx
 
Spring Boot vs Quarkus the ultimate battle - DevoxxUK
Spring Boot vs Quarkus the ultimate battle - DevoxxUKSpring Boot vs Quarkus the ultimate battle - DevoxxUK
Spring Boot vs Quarkus the ultimate battle - DevoxxUK
 
Apidays New York 2024 - Passkeys: Developing APIs to enable passwordless auth...
Apidays New York 2024 - Passkeys: Developing APIs to enable passwordless auth...Apidays New York 2024 - Passkeys: Developing APIs to enable passwordless auth...
Apidays New York 2024 - Passkeys: Developing APIs to enable passwordless auth...
 
Ransomware_Q4_2023. The report. [EN].pdf
Ransomware_Q4_2023. The report. [EN].pdfRansomware_Q4_2023. The report. [EN].pdf
Ransomware_Q4_2023. The report. [EN].pdf
 
Polkadot JAM Slides - Token2049 - By Dr. Gavin Wood
Polkadot JAM Slides - Token2049 - By Dr. Gavin WoodPolkadot JAM Slides - Token2049 - By Dr. Gavin Wood
Polkadot JAM Slides - Token2049 - By Dr. Gavin Wood
 
2024: Domino Containers - The Next Step. News from the Domino Container commu...
2024: Domino Containers - The Next Step. News from the Domino Container commu...2024: Domino Containers - The Next Step. News from the Domino Container commu...
2024: Domino Containers - The Next Step. News from the Domino Container commu...
 
AWS Community Day CPH - Three problems of Terraform
AWS Community Day CPH - Three problems of TerraformAWS Community Day CPH - Three problems of Terraform
AWS Community Day CPH - Three problems of Terraform
 
Apidays New York 2024 - APIs in 2030: The Risk of Technological Sleepwalk by ...
Apidays New York 2024 - APIs in 2030: The Risk of Technological Sleepwalk by ...Apidays New York 2024 - APIs in 2030: The Risk of Technological Sleepwalk by ...
Apidays New York 2024 - APIs in 2030: The Risk of Technological Sleepwalk by ...
 
Repurposing LNG terminals for Hydrogen Ammonia: Feasibility and Cost Saving
Repurposing LNG terminals for Hydrogen Ammonia: Feasibility and Cost SavingRepurposing LNG terminals for Hydrogen Ammonia: Feasibility and Cost Saving
Repurposing LNG terminals for Hydrogen Ammonia: Feasibility and Cost Saving
 
Cloud Frontiers: A Deep Dive into Serverless Spatial Data and FME
Cloud Frontiers:  A Deep Dive into Serverless Spatial Data and FMECloud Frontiers:  A Deep Dive into Serverless Spatial Data and FME
Cloud Frontiers: A Deep Dive into Serverless Spatial Data and FME
 
Artificial Intelligence Chap.5 : Uncertainty
Artificial Intelligence Chap.5 : UncertaintyArtificial Intelligence Chap.5 : Uncertainty
Artificial Intelligence Chap.5 : Uncertainty
 
+971581248768>> SAFE AND ORIGINAL ABORTION PILLS FOR SALE IN DUBAI AND ABUDHA...
+971581248768>> SAFE AND ORIGINAL ABORTION PILLS FOR SALE IN DUBAI AND ABUDHA...+971581248768>> SAFE AND ORIGINAL ABORTION PILLS FOR SALE IN DUBAI AND ABUDHA...
+971581248768>> SAFE AND ORIGINAL ABORTION PILLS FOR SALE IN DUBAI AND ABUDHA...
 
ICT role in 21st century education and its challenges
ICT role in 21st century education and its challengesICT role in 21st century education and its challenges
ICT role in 21st century education and its challenges
 

Delivering Over The Top Video at Scale - Akamai at OTTCon 2013

  • 1. OTT AND SCALE: THE DARKNESS AND THE LIGHT Will Law Principal Media Architect - Akamai
  • 2. ‱ Any [content | where | device | time]
  • 3. LET’S EXAMINE THE REALITY OF OUR OTT EXPERIENCE 1. Everyone start browsing Netflix now on their cellphones 2. Repeat this experiment tonight in your hotel room. 3. What’s the largest concurrent audience ever for a webcast? 4. Viewership of the 20th – 25th most popular cable shows last week? 5. How much traffic is Akamai pushing right now? 6. What if 10% of cable audience went over-the-top tomorrow?
  • 4. The Explosion of Media over IP Today Future ‱ 700 million video users x3= 2.1 billion video users ‱ 10 mins of video daily x12= 2 hrs of video daily ‱ 500 Kbps x15= 7.5 Mbps for hi-def content x540=
  • 5. More People
 Internet Users Worldwide 6 5 4 Billions 3 2 1 0 2009 2012 2015 2020 Sources: eTForecasts, Internet World Stats, National Science Foundation, Akamai Estimates
  • 6. 
ON MORE DEVICES
 Connected Devices 60 50 40 Billions 30 20 10 0 2009 2012 2015 2020 Sources: IDC, IMS Research, Cisco, Ericsson, Akamai Estimates
  • 7. Evolution of online video 1.4 Tbps 1.084 Tbps Americans will watch more streaming movies in 2012 than DVD & Blu-Ray combined Major sporting 444 Gbps events online in 2012 with engagement times in hours 21.0 Gbps <1 Gbps 15.9 Gbps 1999 2002 2004 2007 2008 2009 2010 2011 2012 2013 2014
  • 8. Revolution of TV Online Continued Exponential Growth 1999 2002 2004 2007 2008 2009 2010 2011 2012 2013 2014+
  • 9. THE OTT BANDWIDTH CRUNCH ‱ There is no single solution to this problem ‱ But there are an array of technologies which together can begin to attack this problem ‱ Let’s take a look at 10 of them
  • 10. 1. HEVC VIDEO CODEC ‱ Successor to AVC (H.264) went to final draft in January 13 ‱ It requires 30-50% less bandwidth than AVC for the same perceived quality. ‱ Decoding is complex although software decoding available in tablets/laptops/phones today ‱ Can open up new markets for ADSL and mobile subscribers ‱ Allows 720p at 2Mbps which is sweet spot for 4G networks. ‱ Makes OTT UHD (4K) feasible ‱ Will cut transport costs for OTT content only IF quality parity is maintained.
  • 11. 2. DEVICE COMPUTE CAPABILITY IS RISING ‱ The cell phone in your pocket has more computing power than all of NASA had in 1969 when it launched Apollo 13. ‱ The Sony PS3 of today, which costs $300, has the power of a military supercomputer of 1997, which cost millions of dollars. ‱ Quad-core is the norm now, OctaCore coming out with S4, smarter multicore main processors with ridiculously small die sizes. ‱ How does this effect media? Can decode more complex compression schemes.
  • 12. 3. STORAGE DENSITY IS GROWING FASTER THAN COMPUTE ABILITY ‱ Why should storage effect bandwidth? ‱ Andreessen in 1999 ‱ What if your home router has a 5TB drive inside it?
  • 13. 4. MULTICAST ‱ Vast majority of OTT traffic today is unicast, ‱ Multicast is typically enabled within a network. No easy way for CDNs to ensure multicast transit to all end-users. ‱ Multicasting longtail VOD traffic is inefficient ‱ But we could multicast – Live sports events – New events (Elections, royal weddings etc). – OTT linear TV for marquee programming – The top 100 Netflix titles?
  • 14. 5. PEER ASSISTED DELIVERY ‱ Get video from your peers instead of a conventional server ‱ Urrgghh Bittorrent for giving p2p a bad name in the enterprise ‱ Needs overlay security and control plane ‱ Challenged by asymetric last mile, which is why mostly used for audio today. ‱ Todays adaptive segmented formats (HLS, HDS, Smooth, DASH) lend themselves nice to peer assisted delivery. ‱ What if peers were TV’s , home entertainment devices, refrigerators ?
  • 15. 6. TIERED PRICING PLANS ‱ This is one you don’t want to hear as a consumer. ‱ What do you do when your carrier charges you $20/GB? ‱ Pricing tiers are effective tools at restricting usage and modifying behavior: – Shifting mobile users to use WiFi – Shift consumption out of non-peak times
  • 16. 7. CACHING NETWORKS ‱ Imagine if all the content you ever wanted was on the server one hop away from you? ‱ Think of caching as “free” delivery – removes origin and midgress traffic ‱ Used to only exist inside CDNS ‱ Now major telcos and carriers are building out transparent cache layers within their own networks. ‱ Federation of content between cache networks. ‱ Caches are inching their way towards the cell tower, which is a non-IP environment.
  • 17. 8. BETTER OPTIMATION OF MOBILE DATA Image credit:
  • 18. 9. FIBER AND TRANSIT CAPACITY INCREASING ‱ The last hop to your house or device is not where congestion is occurring – it is the peering and transit that has to occur between server and client. ‱ Sustainable throughput on fiber increased 120% over past 5 years. ‱ Dark fiber being activated. ‱ New fiber laid at increasing rates. ‱ Sept 2012 NTT demonstrated ultra-large capacity transmission of 1 petabit (1000 terabit) per second over a 52.4 km length of optical fiber. ‱ Equivalent to sending 5,000 HDTV videos of two hours in a single second.
  • 19. 10. SCALABLE VIDEO CODING (SVC) ‱ Multi-bitrate delivery where each higher bitrate builds upon the lower ones ‱ Leads to very good cache efficiency. ‱ caching == reduced transit and origin traffic ‱ HEVC+SVC+DASH = efficient
  • 20. MANY MORE BEYOND THESE 10 ‱ Towards the darkness – 4K video – Device screen resolution increasing (S4 is 1080p) ‱ Towards the light – HTTP 2.0 SPDY et al. – Server bits/watt increasing – Hybrid UDP/TCP delivery – Residential fiber – WLAN/WiFi offload
  • 21. THANK YOU FOR YOUR TIME QUESTIONS? wilaw@akamai.com

Notas do Editor

  1. 80 million passed house holds, 8 millions streams at 3Mbps each == 24Tbps. Double Akamai. We would melt, congesiton collapse for all 1200 ISPs with which we connect.
  2. Last kickoff 2009Hopefully next kickoff before 2015.When we hit $5B in 2020, growth fueled by mobile in asia
  3. Now 7B—more than number of people. (not just mobile)Number of connected devices per person is growing rapidly
  4. For a moview at 3Mbps and 90min, about 2GB per movie, or store 2500 movies on a 5TB drive. Mark Kryder&apos;s Law, SVP at Seagate.
  5. Souce – Yago Sánchez, Frauenhofer, 2011