Michael Levin's Blog – February 2017 Archive (4)

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Public Safety Data Hackathon

Looking for something interesting to do this weekend? Well, if you're in South Florida, there's a hackathon Saturday that sounds like a great way to learn some new tools and use some interesting …

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Added by Michael Levin on February 16, 2017 at 12:58pm — No Comments

O'Reilly Conference Diversity and Inclusion Scholarship Program

O'Reilly Conference Diversity and Inclusion Scholarship Program:

At O'Reilly, they believe that true innovation depends on hearing from, and listening to, people with a variety of perspectives. They want their conferences, and the technology communities and companies who participate in them, to include, encourage, and recognize people of all races,…

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Added by Michael Levin on February 11, 2017 at 7:19pm — No Comments

Humble Bundle 2017

Humble Bundle 2017: 



O'Reilly has another Humble Book Bundle, this time: All about Hacks. 



Fill your library with practical and creative hacks with O'Reilly's latest Humble Bundle. Readers can pay any price they choose and support a charity at the same time! Bundle Ends …

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Added by Michael Levin on February 11, 2017 at 7:17pm — No Comments

JFocus!

JFocus is going on right now in Stockholm! I should say it just ended yesterday, but the ripples usually linger from the great talks and conversations.

https://www.jfokus.se/jfokus/

I noticed Matt Raible is there and a bunch of people you probably know.

If you have some news to report about JFocus or just want to keep up with what's going on, stay tuned and please add comments.

Added by Michael Levin on February 9, 2017 at 8:30am — No Comments

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InfoQ Reading List

Article: Engineering Speed at Scale — Architectural Lessons from Sub-100-ms APIs

Sub‑100-ms APIs emerge from disciplined architecture using latency budgets, minimized hops, async fan‑out, layered caching, circuit breakers, and strong observability. But long‑term speed depends on culture, with teams owning p99, monitoring drift, managing thread pools, and treating performance as a shared, continuous responsibility.

By Saranya Vedagiri

Uber Moves from Static Limits to Priority-Aware Load Control for Distributed Storage

Uber engineers detailed how they evolved their storage platform from static rate limiting to a priority-aware load management system. The approach protects Docstore and Schemaless, Uber’s MySQL-based distributed databases, by colocating control with storage, prioritizing critical traffic, and dynamically shedding load under overload conditions.

By Leela Kumili

Building Software Organisations Where People Can Thrive

Continuous learning, adaptability, and strong support networks are the foundations for thriving teams, Matthew Card mentioned. Trust is built through consistent, fair leadership and addressing toxic behaviour, bias, and microaggressions early. By fostering growth, psychological safety, and accountability, people-first leadership drives resilience, collaboration, and performance.

By Ben Linders

Google DeepMind Introduces ATLAS Scaling Laws for Multilingual Language Models

Google DeepMind researchers have introduced ATLAS, a set of scaling laws for multilingual language models that formalize how model size, training data volume, and language mixtures interact as the number of supported languages increases.

By Robert Krzaczyński

Presentation: Foundation Models for Ranking: Challenges, Successes, and Lessons Learned

Moumita Bhattacharya discusses the evolution of Netflix’s ranking systems, from the multi-model architecture to a Unified Contextual Recommender (UniCoRn). She explains how they built a task-agnostic User Foundation Model to capture long-term member preferences. Learn how they solve system challenges like high-throughput inference and the tradeoff between relevance and personalization.

By Moumita Bhattacharya

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