Adrian Colyer

@adriancolyer

Author: , Venture Partner with Accel, London after many years as CTO for SpringSource and then apps at VMware, Pivotal

Romsey, England
Joined March 2009

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  1. 4 hours ago

    "The measure and mismeasure of fairness: a critical review of fair machine learning" Corbett-Davies & Goel, If we want fair machine learning models, then first we're going to need a working definition of 'fair'...

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  2. Jan 31

    HTML5 Web Worker offloading (both JS and WASM) to edge computing devices. .

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  3. Jan 31

    Fascinating thread on HN about how the posters experience thought: I can’t conjure up vivid pictures/images, my thoughts are heavily word-based.

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  4. Jan 31

    "Seamless offloading of web app computations from mobile device to edge clouds via HTML5 web worker migration" Jeong et al., Web workers let you offload computation to another thread... and now to the edge too!

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  5. Jan 29

    Shredder has a new lightweight twist on function-shipping that sits well with serverless applications .

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  6. Jan 29

    "Narrowing the gap between serverless and its state with storage functions" Zhang et al., 'Stored Functions' for serverless workload data-processing efficiency

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  7. Jan 27

    Reverb is a record-and-replay web debugging framework with a twist - you can edit the code in the midst of a replay session and keep on debugging... .

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  8. Jan 27

    "Reverb: speculative debugging for web applications" Netravali & Mickens, Best paper award winner at

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  9. Jan 24

    A minute-by-minute analysis of an incident at Etsy provides insights into team heuristics and activities during incident management. Your greatest asset is your people. .

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  10. Jan 24

    "Trade-offs under pressure: heuristics and observations of teams resolving internet service outages" Allspaw, (Part 2) The greatest sources of success in automation-rich environments are people.

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  11. Retweeted
    Jan 22

    Delighted to announce my new gig: CTO of . The opportunity to help enterprises radically transform their IT and software ( anyone?) competencies is huge! Thrilled!!!!

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  12. Jan 22

    Digging into John Allspaw's masters thesis on how teams resolve internet service outages - part 1 .

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  13. Jan 22

    "Trade-offs under pressure: heuristics and observations of teams resolving internet service outages" Allspaw, (Part 1) A foundation for reasoning about the way teams of operators resolve incidents.

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  14. Jan 20

    The 2017 STELLA report on coping with complexity in incident management is a goldmine of information. Here are some of my takeaways: .

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  15. Jan 20

    "STELLA: report from the SNAFU-catchers workshop on coping with complexity" Woods 2017, Coping with the complexity of modern systems and incident management.

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  16. Retweeted
    Jan 18

    Thank you for profiling us (again), ! Here is a different example of the use of functional abstractions in program synthesis, by et al.:

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  17. Retweeted
    Jan 17

    Along this line, you might find interesting this work on the automatic generation of regexes from examples

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  18. Jan 17

    Program synthesis from input-output examples is a promising direction for low-code / no-code environments. Here's an example of the genre for data transforms: .

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  19. Jan 17

    "Synthesizing data structure transformations from input-output examples" Feser et al., The 'no-code' approach to data transforms.

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  20. Retweeted
    Jan 15

    Great summary by of our ICML ‘18 paper on programmatic RL. FYI: We have a recent followup to the paper:

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