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L AT E N C Y M A P S F O R
A S I A’ S M O B I L E N E T W O R K S
D ATA S T O R I E S F O R N E T W O R K I N G N E R D S
Fastah by Blackbuck Computing Inc.
Siddharth Mathur, Founder & CEO, Fastah, @s8mathur
W H O A M I
Fastah by Blackbuck Computing Inc.
W H O A M I
• Siddharth Mathur
Fastah by Blackbuck Computing Inc.
W H O A M I
• Siddharth Mathur
• 2000: Unix sockets in C @ U. of Delhi
Fastah by Blackbuck Computing Inc.
W H O A M I
• Siddharth Mathur
• 2000: Unix sockets in C @ U. of Delhi
• 2003: Signal Processing @ U. of Arizona
Fastah by Blackbuck Computing Inc.
W H O A M I
• Siddharth Mathur
• 2000: Unix sockets in C @ U. of Delhi
• 2003: Signal Processing @ U. of Arizona
• 2005: Nellymoser @ Boston - RTSP deployments on US
EVDO and Asia networks (3GPP-R6 26.234)
Fastah by Blackbuck Computing Inc.
W H O A M I
• Siddharth Mathur
• 2000: Unix sockets in C @ U. of Delhi
• 2003: Signal Processing @ U. of Arizona
• 2005: Nellymoser @ Boston - RTSP deployments on US
EVDO and Asia networks (3GPP-R6 26.234)
• 2008: Nokia @ Boston - WebKit.org browsers +
implement W3C specs aka HTML5 + web performance
Fastah by Blackbuck Computing Inc.
W H O A M I
• Siddharth Mathur
• 2000: Unix sockets in C @ U. of Delhi
• 2003: Signal Processing @ U. of Arizona
• 2005: Nellymoser @ Boston - RTSP deployments on US
EVDO and Asia networks (3GPP-R6 26.234)
• 2008: Nokia @ Boston - WebKit.org browsers +
implement W3C specs aka HTML5 + web performance
• 2013: Moved to Nokia India - emerging Asia services
Fastah by Blackbuck Computing Inc.
W H O A M I
• Siddharth Mathur
• 2000: Unix sockets in C @ U. of Delhi
• 2003: Signal Processing @ U. of Arizona
• 2005: Nellymoser @ Boston - RTSP deployments on US
EVDO and Asia networks (3GPP-R6 26.234)
• 2008: Nokia @ Boston - WebKit.org browsers +
implement W3C specs aka HTML5 + web performance
• 2013: Moved to Nokia India - emerging Asia services
• 2014: Founded Fastah
Fastah by Blackbuck Computing Inc.
T H E I N T E R N E T I S N O W M O B I L E & L O C A L
Cisco investor briefing by Yvette Kanouff at MWC 2018
T H E I N T E R N E T I S N O W M O B I L E & L O C A L
Cisco investor briefing by Yvette Kanouff at MWC 2018
“Mobile-first” requires
smarter networking APIs
T H E I N T E R N E T I S N O W M O B I L E & L O C A L
Cisco investor briefing by Yvette Kanouff at MWC 2018
“Mobile-first” requires
smarter networking APIs
T H E I N T E R N E T I S N O W M O B I L E & L O C A L
Cisco investor briefing by Yvette Kanouff at MWC 2018
“Mobile-first” requires
smarter networking APIs
Large cities are the
“social context”
of the new internet
T H E I N T E R N E T I S N O W M O B I L E & L O C A L
Cisco investor briefing by Yvette Kanouff at MWC 2018
{Somewhere in Bangalore}
T H E R E G I O N S W E M A P
Fastah by Blackbuck Computing Inc.
T H E R E G I O N S W E M A P
Fastah by Blackbuck Computing Inc.
• SE and S Asia: one-third of the world’s population
T H E R E G I O N S W E M A P
Fastah by Blackbuck Computing Inc.
• SE and S Asia: one-third of the world’s population
• Livelihoods depend on commercial 4G networks
T H E R E G I O N S W E M A P
Fastah by Blackbuck Computing Inc.
• SE and S Asia: one-third of the world’s population
• Livelihoods depend on commercial 4G networks
• Critical urban infrastructure depends on commercial 4G networks
W H AT C O N S T I T U T E S N E T W O R K Q O E
Fastah by Blackbuck Computing Inc.
W H AT C O N S T I T U T E S N E T W O R K Q O E
• Technical parameters
Fastah by Blackbuck Computing Inc.
W H AT C O N S T I T U T E S N E T W O R K Q O E
• Technical parameters
• Latency
Fastah by Blackbuck Computing Inc.
Latency Maps for Asia's mobile networks
{Latency is high => Every packet is delayed}
W H AT C O N S T I T U T E S N E T W O R K Q O E
Fastah by Blackbuck Computing Inc.
W H AT C O N S T I T U T E S N E T W O R K Q O E
• Technical parameters
Fastah by Blackbuck Computing Inc.
W H AT C O N S T I T U T E S N E T W O R K Q O E
• Technical parameters
• Latency
Fastah by Blackbuck Computing Inc.
W H AT C O N S T I T U T E S N E T W O R K Q O E
• Technical parameters
• Latency
• Packet loss
Fastah by Blackbuck Computing Inc.
Latency Maps for Asia's mobile networks
{Congestion => Packets can often walk off a cliff}
W H AT C O N S T I T U T E S N E T W O R K Q O E
Fastah by Blackbuck Computing Inc.
W H AT C O N S T I T U T E S N E T W O R K Q O E
• Consumer experience
Fastah by Blackbuck Computing Inc.
W H AT C O N S T I T U T E S N E T W O R K Q O E
• Consumer experience
• Easy: Is my Amazon app fast?
Fastah by Blackbuck Computing Inc.
W H AT C O N S T I T U T E S N E T W O R K Q O E
• Consumer experience
• Easy: Is my Amazon app fast?
• Hard: Find me the nearest Uber!
Fastah by Blackbuck Computing Inc.
B U I L D I N G A P R A C T I C A L Q O S
M A P P I N G S Y S T E M @ FA S TA H
Fastah by Blackbuck Computing Inc.
B U I L D I N G A P R A C T I C A L Q O S
M A P P I N G S Y S T E M @ FA S TA H
• Goal: Application-perceived network QoS
Fastah by Blackbuck Computing Inc.
B U I L D I N G A P R A C T I C A L Q O S
M A P P I N G S Y S T E M @ FA S TA H
• Goal: Application-perceived network QoS
• Developers first: latency to nearest public cloud
Fastah by Blackbuck Computing Inc.
B U I L D I N G A P R A C T I C A L Q O S
M A P P I N G S Y S T E M @ FA S TA H
• Goal: Application-perceived network QoS
• Developers first: latency to nearest public cloud
• Can I deploy their code or data to that PoP?
Fastah by Blackbuck Computing Inc.
B U I L D I N G A P R A C T I C A L Q O S
M A P P I N G S Y S T E M @ FA S TA H
• Goal: Application-perceived network QoS
• Developers first: latency to nearest public cloud
• Can I deploy their code or data to that PoP?
• Latency and Congestion measurements from 0.2million
smartphones, preferably location tagged
Fastah by Blackbuck Computing Inc.
B U I L D I N G A P R A C T I C A L Q O S
M A P P I N G S Y S T E M @ FA S TA H
• Goal: Application-perceived network QoS
• Developers first: latency to nearest public cloud
• Can I deploy their code or data to that PoP?
• Latency and Congestion measurements from 0.2million
smartphones, preferably location tagged
• Developer-friendly SDK and APIs
Fastah by Blackbuck Computing Inc.
B U I L D I N G A P R A C T I C A L Q O S
M A P P I N G S Y S T E M @ FA S TA H
• Goal: Application-perceived network QoS
• Developers first: latency to nearest public cloud
• Can I deploy their code or data to that PoP?
• Latency and Congestion measurements from 0.2million
smartphones, preferably location tagged
• Developer-friendly SDK and APIs
• Data pipelines powered by Go and ElasticSearch
Fastah by Blackbuck Computing Inc.
D E M O 1 : M A P P I N G Q O E
Fastah by Blackbuck Computing Inc.
D E M O 1 : M A P P I N G Q O E
• Internet QoE maps for Singapore for mobile data
users
Fastah by Blackbuck Computing Inc.
DEMO 2
Fastah by Blackbuck Computing Inc.
R E P E AT F O R O T H E R A S I A N M E T R O S
Fastah by Blackbuck Computing Inc.
D E M O 2
Fastah by Blackbuck Computing Inc.
D E M O 2
• Time-varying QoE for mobile data users in New Delhi,
+ urban mobility
Fastah by Blackbuck Computing Inc.
LTE NETWORK PERFORMANCE
source : Ericsson Research
I M P L I C AT I O N S F O R I E T F, 3 G P P
Fastah by Blackbuck Computing Inc.
I M P L I C AT I O N S F O R I E T F, 3 G P P
• IETF “New Transport Technology” track is critical
Fastah by Blackbuck Computing Inc.
I M P L I C AT I O N S F O R I E T F, 3 G P P
• IETF “New Transport Technology” track is critical
• HTTP/2 is widely deployed. QUIC via Chrome
Fastah by Blackbuck Computing Inc.
I M P L I C AT I O N S F O R I E T F, 3 G P P
• IETF “New Transport Technology” track is critical
• HTTP/2 is widely deployed. QUIC via Chrome
• Important for an Amazon app or web browsing
Fastah by Blackbuck Computing Inc.
I M P L I C AT I O N S F O R I E T F, 3 G P P
• IETF “New Transport Technology” track is critical
• HTTP/2 is widely deployed. QUIC via Chrome
• Important for an Amazon app or web browsing
• UDP + TLS is critical
Fastah by Blackbuck Computing Inc.
I M P L I C AT I O N S F O R I E T F, 3 G P P
• IETF “New Transport Technology” track is critical
• HTTP/2 is widely deployed. QUIC via Chrome
• Important for an Amazon app or web browsing
• UDP + TLS is critical
• Important for real-time mobile marketplaces (e.g
Uber, Grab, Ola, GoJek) and micro-mobility
(bikes, scooters)
Fastah by Blackbuck Computing Inc.
Q U E S T I O N S ?
Fastah by Blackbuck Computing Inc.
Q U E S T I O N S ?
• “QoE matters - for People as well as Things”
Fastah by Blackbuck Computing Inc.

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Latency Maps for Asia's mobile networks

  • 1. L AT E N C Y M A P S F O R A S I A’ S M O B I L E N E T W O R K S D ATA S T O R I E S F O R N E T W O R K I N G N E R D S Fastah by Blackbuck Computing Inc. Siddharth Mathur, Founder & CEO, Fastah, @s8mathur
  • 2. W H O A M I Fastah by Blackbuck Computing Inc.
  • 3. W H O A M I • Siddharth Mathur Fastah by Blackbuck Computing Inc.
  • 4. W H O A M I • Siddharth Mathur • 2000: Unix sockets in C @ U. of Delhi Fastah by Blackbuck Computing Inc.
  • 5. W H O A M I • Siddharth Mathur • 2000: Unix sockets in C @ U. of Delhi • 2003: Signal Processing @ U. of Arizona Fastah by Blackbuck Computing Inc.
  • 6. W H O A M I • Siddharth Mathur • 2000: Unix sockets in C @ U. of Delhi • 2003: Signal Processing @ U. of Arizona • 2005: Nellymoser @ Boston - RTSP deployments on US EVDO and Asia networks (3GPP-R6 26.234) Fastah by Blackbuck Computing Inc.
  • 7. W H O A M I • Siddharth Mathur • 2000: Unix sockets in C @ U. of Delhi • 2003: Signal Processing @ U. of Arizona • 2005: Nellymoser @ Boston - RTSP deployments on US EVDO and Asia networks (3GPP-R6 26.234) • 2008: Nokia @ Boston - WebKit.org browsers + implement W3C specs aka HTML5 + web performance Fastah by Blackbuck Computing Inc.
  • 8. W H O A M I • Siddharth Mathur • 2000: Unix sockets in C @ U. of Delhi • 2003: Signal Processing @ U. of Arizona • 2005: Nellymoser @ Boston - RTSP deployments on US EVDO and Asia networks (3GPP-R6 26.234) • 2008: Nokia @ Boston - WebKit.org browsers + implement W3C specs aka HTML5 + web performance • 2013: Moved to Nokia India - emerging Asia services Fastah by Blackbuck Computing Inc.
  • 9. W H O A M I • Siddharth Mathur • 2000: Unix sockets in C @ U. of Delhi • 2003: Signal Processing @ U. of Arizona • 2005: Nellymoser @ Boston - RTSP deployments on US EVDO and Asia networks (3GPP-R6 26.234) • 2008: Nokia @ Boston - WebKit.org browsers + implement W3C specs aka HTML5 + web performance • 2013: Moved to Nokia India - emerging Asia services • 2014: Founded Fastah Fastah by Blackbuck Computing Inc.
  • 10. T H E I N T E R N E T I S N O W M O B I L E & L O C A L Cisco investor briefing by Yvette Kanouff at MWC 2018
  • 11. T H E I N T E R N E T I S N O W M O B I L E & L O C A L Cisco investor briefing by Yvette Kanouff at MWC 2018
  • 12. “Mobile-first” requires smarter networking APIs T H E I N T E R N E T I S N O W M O B I L E & L O C A L Cisco investor briefing by Yvette Kanouff at MWC 2018
  • 13. “Mobile-first” requires smarter networking APIs T H E I N T E R N E T I S N O W M O B I L E & L O C A L Cisco investor briefing by Yvette Kanouff at MWC 2018
  • 14. “Mobile-first” requires smarter networking APIs Large cities are the “social context” of the new internet T H E I N T E R N E T I S N O W M O B I L E & L O C A L Cisco investor briefing by Yvette Kanouff at MWC 2018
  • 16. T H E R E G I O N S W E M A P Fastah by Blackbuck Computing Inc.
  • 17. T H E R E G I O N S W E M A P Fastah by Blackbuck Computing Inc. • SE and S Asia: one-third of the world’s population
  • 18. T H E R E G I O N S W E M A P Fastah by Blackbuck Computing Inc. • SE and S Asia: one-third of the world’s population • Livelihoods depend on commercial 4G networks
  • 19. T H E R E G I O N S W E M A P Fastah by Blackbuck Computing Inc. • SE and S Asia: one-third of the world’s population • Livelihoods depend on commercial 4G networks • Critical urban infrastructure depends on commercial 4G networks
  • 20. W H AT C O N S T I T U T E S N E T W O R K Q O E Fastah by Blackbuck Computing Inc.
  • 21. W H AT C O N S T I T U T E S N E T W O R K Q O E • Technical parameters Fastah by Blackbuck Computing Inc.
  • 22. W H AT C O N S T I T U T E S N E T W O R K Q O E • Technical parameters • Latency Fastah by Blackbuck Computing Inc.
  • 24. {Latency is high => Every packet is delayed}
  • 25. W H AT C O N S T I T U T E S N E T W O R K Q O E Fastah by Blackbuck Computing Inc.
  • 26. W H AT C O N S T I T U T E S N E T W O R K Q O E • Technical parameters Fastah by Blackbuck Computing Inc.
  • 27. W H AT C O N S T I T U T E S N E T W O R K Q O E • Technical parameters • Latency Fastah by Blackbuck Computing Inc.
  • 28. W H AT C O N S T I T U T E S N E T W O R K Q O E • Technical parameters • Latency • Packet loss Fastah by Blackbuck Computing Inc.
  • 30. {Congestion => Packets can often walk off a cliff}
  • 31. W H AT C O N S T I T U T E S N E T W O R K Q O E Fastah by Blackbuck Computing Inc.
  • 32. W H AT C O N S T I T U T E S N E T W O R K Q O E • Consumer experience Fastah by Blackbuck Computing Inc.
  • 33. W H AT C O N S T I T U T E S N E T W O R K Q O E • Consumer experience • Easy: Is my Amazon app fast? Fastah by Blackbuck Computing Inc.
  • 34. W H AT C O N S T I T U T E S N E T W O R K Q O E • Consumer experience • Easy: Is my Amazon app fast? • Hard: Find me the nearest Uber! Fastah by Blackbuck Computing Inc.
  • 35. B U I L D I N G A P R A C T I C A L Q O S M A P P I N G S Y S T E M @ FA S TA H Fastah by Blackbuck Computing Inc.
  • 36. B U I L D I N G A P R A C T I C A L Q O S M A P P I N G S Y S T E M @ FA S TA H • Goal: Application-perceived network QoS Fastah by Blackbuck Computing Inc.
  • 37. B U I L D I N G A P R A C T I C A L Q O S M A P P I N G S Y S T E M @ FA S TA H • Goal: Application-perceived network QoS • Developers first: latency to nearest public cloud Fastah by Blackbuck Computing Inc.
  • 38. B U I L D I N G A P R A C T I C A L Q O S M A P P I N G S Y S T E M @ FA S TA H • Goal: Application-perceived network QoS • Developers first: latency to nearest public cloud • Can I deploy their code or data to that PoP? Fastah by Blackbuck Computing Inc.
  • 39. B U I L D I N G A P R A C T I C A L Q O S M A P P I N G S Y S T E M @ FA S TA H • Goal: Application-perceived network QoS • Developers first: latency to nearest public cloud • Can I deploy their code or data to that PoP? • Latency and Congestion measurements from 0.2million smartphones, preferably location tagged Fastah by Blackbuck Computing Inc.
  • 40. B U I L D I N G A P R A C T I C A L Q O S M A P P I N G S Y S T E M @ FA S TA H • Goal: Application-perceived network QoS • Developers first: latency to nearest public cloud • Can I deploy their code or data to that PoP? • Latency and Congestion measurements from 0.2million smartphones, preferably location tagged • Developer-friendly SDK and APIs Fastah by Blackbuck Computing Inc.
  • 41. B U I L D I N G A P R A C T I C A L Q O S M A P P I N G S Y S T E M @ FA S TA H • Goal: Application-perceived network QoS • Developers first: latency to nearest public cloud • Can I deploy their code or data to that PoP? • Latency and Congestion measurements from 0.2million smartphones, preferably location tagged • Developer-friendly SDK and APIs • Data pipelines powered by Go and ElasticSearch Fastah by Blackbuck Computing Inc.
  • 42. D E M O 1 : M A P P I N G Q O E Fastah by Blackbuck Computing Inc.
  • 43. D E M O 1 : M A P P I N G Q O E • Internet QoE maps for Singapore for mobile data users Fastah by Blackbuck Computing Inc.
  • 44. DEMO 2 Fastah by Blackbuck Computing Inc.
  • 45. R E P E AT F O R O T H E R A S I A N M E T R O S Fastah by Blackbuck Computing Inc.
  • 46. D E M O 2 Fastah by Blackbuck Computing Inc.
  • 47. D E M O 2 • Time-varying QoE for mobile data users in New Delhi, + urban mobility Fastah by Blackbuck Computing Inc.
  • 48. LTE NETWORK PERFORMANCE source : Ericsson Research
  • 49. I M P L I C AT I O N S F O R I E T F, 3 G P P Fastah by Blackbuck Computing Inc.
  • 50. I M P L I C AT I O N S F O R I E T F, 3 G P P • IETF “New Transport Technology” track is critical Fastah by Blackbuck Computing Inc.
  • 51. I M P L I C AT I O N S F O R I E T F, 3 G P P • IETF “New Transport Technology” track is critical • HTTP/2 is widely deployed. QUIC via Chrome Fastah by Blackbuck Computing Inc.
  • 52. I M P L I C AT I O N S F O R I E T F, 3 G P P • IETF “New Transport Technology” track is critical • HTTP/2 is widely deployed. QUIC via Chrome • Important for an Amazon app or web browsing Fastah by Blackbuck Computing Inc.
  • 53. I M P L I C AT I O N S F O R I E T F, 3 G P P • IETF “New Transport Technology” track is critical • HTTP/2 is widely deployed. QUIC via Chrome • Important for an Amazon app or web browsing • UDP + TLS is critical Fastah by Blackbuck Computing Inc.
  • 54. I M P L I C AT I O N S F O R I E T F, 3 G P P • IETF “New Transport Technology” track is critical • HTTP/2 is widely deployed. QUIC via Chrome • Important for an Amazon app or web browsing • UDP + TLS is critical • Important for real-time mobile marketplaces (e.g Uber, Grab, Ola, GoJek) and micro-mobility (bikes, scooters) Fastah by Blackbuck Computing Inc.
  • 55. Q U E S T I O N S ? Fastah by Blackbuck Computing Inc.
  • 56. Q U E S T I O N S ? • “QoE matters - for People as well as Things” Fastah by Blackbuck Computing Inc.