Liberating the API Economy with Scale-Free Networks - Mike Amundsen, Director of API Architecture, API Academy @ APIdays Sydney

•

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CA API Management

The document discusses scale-free networks and their application to APIs and the API economy. It notes that while many networks follow a power law distribution, centralized hubs create vulnerabilities. It suggests that API providers adopt a node-based model rather than a centralized hub model to avoid these vulnerabilities and empower users. Both providers and consumers are advised to explore node-based and client-based aggregator models.

Liberating the API
Economy with
Scale-Free Networks
Mike Amundsen
CA Technologies
@mamund

I come as a messenger…

… and the news is not so good…

SCALE-POCALYPSE!

Wait, I’m getting ahead of myself…

1998

East Lansing, Michigan, USA

East Lansing, Michigan, USA
1973

Stanford, California, USA

Stanford, California, USA
1994

“Jerry’s Guide to the
World Wide Web”

Stanford, California, USA
1998

"...due to rapid advance in technology and web
proliferation, creating a web search engine
today is very different from three years ago."

"...due to rapid advance in technology and web
proliferation, creating a web search engine
today is very different from three years ago."

“Free” as in “Scale-Free”

“A scale-free network is a network whose
degree distribution follows a power law."

“A scale-free network is a network whose
degree distribution follows a power law."

Have we forgotten so soon?

Hub Vulnerability

Hub Vulnerability
“Too big to fail.”

Does the power law
only apply to search?

What if we changed our model?

Yes, but can you make money
with this model?

Let’s re-imagine common hubs…

Advice for API providers…

Beware of the hub vulnerability problem

Explore node-based models

Empower users and reap the rewards

Advice for API consumers…

Is a node-based provider available?

Build client-based aggregators

Empower users and reap the rewards

Wait, I had a message, right?

Be a node and not a hub!

Liberating the API
Economy with
Scale-Free Networks
Mike Amundsen
CA Technologies
@mamund
http://g.mamund.com/apidays-sydney-2015

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Scaling API-first – The story of a global engineering organization Ian Reasor, Senior Computer Scientist - Adobe Radu Cotescu, Senior Computer Scientist - Adobe Apidays New York 2024: The API Economy in the AI Era (April 30 & May 1, 2024) ------ Check out our conferences at https://www.apidays.global/ Do you want to sponsor or talk at one of our conferences? https://apidays.typeform.com/to/ILJeAaV8 Learn more on APIscene, the global media made by the community for the community: https://www.apiscene.io Explore the API ecosystem with the API Landscape: https://apilandscape.apiscene.io/

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Imagine a world where information flows as swiftly as thought itself, making decision-making as fluid as the data driving it. Every moment is critical, and the right tools can significantly boost your organization’s performance. The power of real-time data automation through FME can turn this vision into reality. Aimed at professionals eager to leverage real-time data for enhanced decision-making and efficiency, this webinar will cover the essentials of real-time data and its significance. We’ll explore: FME’s role in real-time event processing, from data intake and analysis to transformation and reporting An overview of leveraging streams vs. automations FME’s impact across various industries highlighted by real-life case studies Live demonstrations on setting up FME workflows for real-time data Practical advice on getting started, best practices, and tips for effective implementation Join us to enhance your skills in real-time data automation with FME, and take your operational capabilities to the next level.

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Liberating the API Economy with Scale-Free Networks - Mike Amundsen, Director of API Architecture, API Academy @ APIdays Sydney

1. Liberating the API Economy with Scale-Free Networks Mike Amundsen CA Technologies @mamund

2.

3. I come as a messenger…

4.

5.

6.

7.

8.

9.

10.

11.

12.

13.

14.

15. … and the news is not so good…

16.

17.

18.

19.

20.

21. SCALE-POCALYPSE!

22. Wait, I’m getting ahead of myself…

24. East Lansing, Michigan, USA

25. East Lansing, Michigan, USA 1973

26.

27.

28.

29.

30. Stanford, California, USA

31. Stanford, California, USA 1994

32.

33.

34. “Jerry’s Guide to the World Wide Web”

35.

36.

37.

38.

39. Stanford, California, USA 1998

40.

41.

42.

43. "...due to rapid advance in technology and web proliferation, creating a web search engine today is very different from three years ago."

44. "...due to rapid advance in technology and web proliferation, creating a web search engine today is very different from three years ago."

45.

46. “Free” as in “Scale-Free”

47. “A scale-free network is a network whose degree distribution follows a power law."

48. “A scale-free network is a network whose degree distribution follows a power law."

49.

50.

51.

52.

53.

54.

55.

56.

57.

58.

59.

60. Have we forgotten so soon?

61.

62.

63.

64. Hub Vulnerability

65. Hub Vulnerability “Too big to fail.”

66.

67.

68.

69.

70.

71.

72.

73. Does the power law only apply to search?

74.

75.

76.

77.

78.

79.

80.

81.

82.

83.

84.

85. What if we changed our model?

86.

87.

88.

89.

90.

91.

92.

93.

94.

95.

96.

97.

98. Yes, but can you make money with this model?

99.

100.

101.

102.

103.

104. Let’s re-imagine common hubs…

105.

106.

107.

108.

109.

110.

111.

112. Advice for API providers…

113. Beware of the hub vulnerability problem

114. Explore node-based models

115. Empower users and reap the rewards

116. Advice for API consumers…

117. Is a node-based provider available?

118. Build client-based aggregators

119. Empower users and reap the rewards

120. Wait, I had a message, right?

121.

122.

123.

124.

125.

126.

127.

128.

129. Be a node and not a hub!

130. Liberating the API Economy with Scale-Free Networks Mike Amundsen CA Technologies @mamund http://g.mamund.com/apidays-sydney-2015