1030-1100 Stronge Optical Illusions Content v1 › static › published › meetings › ... ·...

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Optical Illusions: Content Providers and the Impending Transformation of International Transport Tim Stronge TeleGeography NANOG 71

Transcript of 1030-1100 Stronge Optical Illusions Content v1 › static › published › meetings › ... ·...

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Optical Illusions: Content Providers and the Impending Transformation of

International Transport

Tim Stronge TeleGeography

NANOG 71

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Let’s discover ... •  How dependent international transport is on

content provider demand •  How content providers are changing

international transport prices •  Magic

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It’s not a TRICK …

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Growth depends on content.

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Illusion #1

Sometimes, we require motion to comprehend an image

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Source: http://www.michaelbach.de/ot/mot-biomot/index.html

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Recognizing the new gestalt International Capacity Usage by Network Type

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Recognizing the new gestalt International Capacity Usage by Network Type

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Growth depends on content Lit vs. Potential Capacity on All Trans-Atlantic Cables: Baseline View

CAGR = 54%

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Growth depends on content Lit vs. Potential Capacity on All Trans-Atlantic Cables: Pessimistic View

CAGR = 31%

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Content providers are building cables . . . sort of.

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Illusion #2

Sometimes, we perceive motion that does not exist

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Source: http://www.ritsumei.ac.jp/%7Eakitaoka/index-e.html

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Content provider cable investments

Note: Only publicly disclosed content provider investments shown.

Provider Cable RFSGoogle Unity 2010

Southeast Japan Cable (SJC) 2013FASTER 2016Monet 2017Tannat 2017Junior 2017Pacific Light Cable Network (PLCN) 2018INDIGO-West 2019INDIGO-Central 2019

Facebook AEConnect 2016Asia Pacific Gateway (APG) 2016MAREA 2018Pacific Light Cable Network (PLCN) 2018

Microsoft Hibernia Express 2015AEConnect 2016New Cross Pacific 2018MAREA 2018

Amazon Hawaiki 2018

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Direct investment in new cables Submarine Cable Build Cost Allocated to Content Providers

Note: Data exclude post-RFS fiber pair sales, spectrum, and managed bandwidth purchases.

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Direct investment in new cables Submarine Cable Build Cost Allocated to Content Providers

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Direct investment in new cables Submarine Cable Build Cost Allocated to All Owners

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Content provider cables are not ubiquitous.

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Illusion #3

Sometimes, we perceive colors that do not exist

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Source: http://www.sciencedirect.com/science/article/pii/S0042698901001055

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Content really big on some routes International Capacity Usage by Network Type by Route

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All submarine cables

Note: Includes both existing and planned systems.

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Cables with content provider owners

Note: Includes both existing and planned systems.

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Good ol’ hub and spoke Location of Content Provider Data Centers

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Demand shapes prices . . . but not in the way you think.

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Illusion #4

Sometimes, we disregard established patterns

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Source: http://www.kyb.tuebingen.mpg.de/research/dep/bu/more-on-this-topic/optical-illusions.html

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Source: http://www.michaelbach.de/ot/fcs-hollowFace/index.html

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A discovery about bandwidth prices •  Faster demand growth -> faster price declines •  Wait, what?

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The magic is in the unit costs •  Let’s build a simple, hypothetical cost model: •  Each cable has $6m annual opex

– Wet and dry O&M, backhaul fees, power, SG&A •  Ignore initial capital payoff •  100G wave upgrade costs fall 20% annually •  Each cable loaded with 6 Tbps in 2016

– Annual demand growth of 35% until fully loaded

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Watch the denominator

Year 1 Year 2

Cost/Month $856,481 $885,000

÷ 10G Waves Sold ÷ 600 ÷ 810

= Cost per 10G Sold/Month = $1,427 = $1,093

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Capacity drives cable unit costs Cost Floor per 10G Wave Offloaded

Current weighted avg. price

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Price finally approaches cost floor? Cost Floor per 10G Wave Sold

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Content providers are a solution to cable funding dilemma

. . . but also a problem.

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Illusion #5

Sometimes, the closer we are to an object the less we see

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Source: http://cvcl.mit.edu/hybridimage/

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A basic cash flow model •  RFS = 2020 •  Capacity sales

– Addressable market = 400 Gbps, growing 20% p.a. – Price = $25k per month for 100G annual lease,

falling 20% p.a. •  Construction = $150m •  100G upgrades = $200k now, falling 20% p.a. •  OPEX = lean wholesale operation

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Hypothetical cable cash flow Annual Cash Flow: 0 of 6 Fiber Pairs Sold

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Share the load Cumulative Cash Flow: 0 of 6 Fiber Pairs Offloaded

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Share the load Cumulative Cash Flow: 2 of 6 Fiber Pairs Offloaded

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Share the load Cumulative Cash Flow: 4 of 6 Fiber Pairs Offloaded

Annual Price ∆Required to Break Even

-25%

-21%

-18%

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Content providers as buyers •  Good

– Lots of unanticipated growth

– Lower unit cost -> lower prices

– Heavily underwrite some new cables

•  Bad [?] – Not ubiquitous – Uncertain future

demand – Market power shift

to a few buyers – Content-only cables

in our future?

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Illusion #6

Sometimes, our desires create mirages

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Thanks!

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