Sat.Mar 17, 2018 - Fri.Mar 23, 2018

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Infinitely scalable machine learning with Amazon SageMaker

All Things Distributed

In machine learning, more is usually more. For example, training on more data means more accurate models. At AWS, we continue to strive to enable builders to build cutting-edge technologies faster in a secure, reliable, and scalable fashion. Machine learning is one such transformational technology that is top of mind not only for CIOs and CEOs, but also developers and data scientists.

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Introducing QALM, Uber’s QoS Load Management Framework

Uber Engineering

Much of Uber’s business involves connecting people with people, making the reliability of our customer platform crucial to our success. The customer platform supports everything from ridesharing and Uber Eats , to Uber Freight and Uber for Business. Our … The post Introducing QALM, Uber’s QoS Load Management Framework appeared first on Uber Engineering Blog.

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Create And Sign Bitcoin Transactions With Golang

The Polyglot Developer

About a month ago I had written about creating and importing private keys as well as generating public addresses for Bitcoin and several other cryptocurrencies using the Go programming language. This previous tutorial had more of an emphasis on creating cryptocurrency wallets with Golang than anything. The next step in making Bitcoin and other cryptocurrencies useful is to be able to transfer or send them to other people.

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What is BDD? An Introduction to Behavioral Driven Development

Testlodge

What is BDD? Behavioral Driven Development (BDD) is a software development approach that has evolved from TDD (Test Driven Development). It differs by being written in a shared language, which improves communication between tech and non-tech teams and stakeholders. In both development approaches, tests are written ahead of the code, but in BDD, tests are more user-focused and based on the system’s behavior.

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Monitoring: Why focus on the end user experience?

Rigor

I recently was asked the following question by an online retailer: “Why should I invest in monitoring the user experience when I already have monitoring for our database, infrastructure, app server, and network?”. In my head I am thinking, “How have you allocated so many resources to monitoring your tech stack, but not your actual customer experience??”.

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Introducing QALM, Uber’s QoS Load Management Framework

Uber Engineering

Much of Uber’s business involves connecting people with people, making the reliability of our customer platform crucial to our success. The customer platform supports everything from ridesharing and Uber Eats , to Uber Freight and Uber for Business. Our … The post Introducing QALM, Uber’s QoS Load Management Framework appeared first on Uber Engineering Blog.

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SQL Server 2017 Improved Resource Usage On Smaller Machines

SQL Server According to Bob

What does improving resource usage on smaller machines really mean? [link]. SQL Server is designed to scale across the spectrum of small machines to enterprise class servers. The changes made in SQL Server 2017 CU4 improve resource usage on smaller machines, such as a VM or Container used for testing and development. SQL Server always strives to provide you with the best experience, “out of the box” and will continue improvements in future releases.

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Infinitely scalable machine learning with Amazon SageMaker

All Things Distributed

In machine learning, more is usually more. For example, training on more data means more accurate models. At AWS, we continue to strive to enable builders to build cutting-edge technologies faster in a secure, reliable, and scalable fashion. Machine learning is one such transformational technology that is top of mind not only for CIOs and CEOs, but also developers and data scientists.

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Compressive Images Revisited

Tim Kadlec

2012 was a dark time for responsive images. Standards work had begun, but there was no consensus and many angry people (myself included). Some remained unconvinced that responsive images were even a problem that needed to be solved. But there was still a glimmer of hope in these dark days. In July of that year, Daan Jobsis discovered a technique that the Filament Group would later dub “compressive images”.

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TCP Tracepoints

Brendan Gregg

TCP tracepoints have arrived in Linux! Linux 4.15 added five of them, and 4.16 (not quite released yet) added two more ( tcp:tcp_probe , and sock:inet_sock_set_state – a socket tracepoint that can be used for TCP analysis). We now have: # perf list 'tcp:*' 'sock:inet*'. List of pre-defined events (to be used in -e): tcp:tcp_destroy_sock [Tracepoint event] tcp:tcp_probe [Tracepoint event] tcp:tcp_receive_reset [Tracepoint event] tcp:tcp_retransmit_skb [Tracepoint event] tcp:tcp_retransmit_s

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How Fast Is Amp Really?

Tim Kadlec

AMP has caused quite the stir from a philosophical perspective, but the technology hasn’t received as close of a look. A few weeks ago, Ferdy Christant wrote about the unfair advantage being given to AMP content through preloading. This got me wondering: how well does AMP really perform. I’ve seen folks, like Ferdy, analyze one or two pages, but I hadn’t seen anything looking at the broader picture…yet.

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