Michael Levin's Blog – April 2016 Archive (5)

Attend OSCON for Free May 16-19 in Austin, TX



The O'Reilly Open Source Convention is just a few weeks away and we have free expo plus passes available. OSCON is the best place to sharpen your skills and discover important new trends, making you better at what you do and rekindling your love of all things digital. The Expo Plus pass includes access to the expo hall, all evening events, sponsored sessions and…

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Added by Michael Levin on April 25, 2016 at 3:29pm — No Comments

Articulating Design Decisions

Added by Michael Levin on April 18, 2016 at 2:03pm — No Comments

What's 18F?

Since 18F’s mission is to transform government, we’re constantly thinking about how to scale up our impact. How can our custom-developed work get more mileage in benefitting the federal government and beyond? One way is through reuse of our open source code.



We encourage you to adapt 18F open source projects for your work and personal purposes, whether you’re a fellow federal employee or outside government. We’ve put together a list of some 18F repositories that might be especially… Continue

Added by Michael Levin on April 12, 2016 at 11:53pm — No Comments

Apply to Speak at Strata + Hadoop World in New York

Apply to Speak at Strata + Hadoop World in New York

September 26-29, 2016

New York, NY



Do you have a story waiting to be heard? A big idea to share? A skill to teach? Strata + Hadoop World has become the gathering place for those who work with and consume data. It’s where the industry charts a course towards better decision-making and navigating our connected, always-on world. Strata + Hadoop World showcases the cutting-edge science that’s making organizations worldwide… Continue

Added by Michael Levin on April 11, 2016 at 9:42am — No Comments

Hay Caramba! CFP for JavaOne Latin America 2016 extended!

Folks, The CFP for JavaOne Latin America 2016 has been extended to April 18th. Please expect the web site to be updated shortly with this information. Would appreciate your help circulating this news with your developer peers.

https://www.oracle.com/br/en/javaone/call-for-proposals.html



Here's some info. The deadline is 4/18.





"Welcome to the Call for Papers for JavaOne Latin America,… Continue

Added by Michael Levin on April 7, 2016 at 1:00pm — 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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