The Morning Paper

JULY 7, 2019

Software engineering for machine learning: a case study Amershi et al., More specifically, we’ll be looking at the results of an internal study with over 500 participants designed to figure out how product development and software engineering is changing at Microsoft with the rise of AI and ML. ICSE’19.

Software Engineering 92

Software Engineering Engineering Software Software 92

All Things Distributed

SEPTEMBER 4, 2017

And thirdly, an "algorithmic revolution" has taken place, meaning it is now possible to train trillions of algorithms simultaneously, making the whole machine learning process much faster. For the past 20 years, thousands of software engineers at Amazon have been working on ML. Machine Leaning at Amazon.

Artificial Intelligence 147

Artificial Intelligence Transportation Education Airlines 147

Brendan Gregg

APRIL 30, 2018

Today's LISA attracts attendees working on all sizes of production systems, and its attendees include sysadmins, systems engineers, SREs, DevOps engineers, software engineers, IT managers, security engineers, network administrators, researchers, students, and more. Hope to see you in Nashville!

DevOps 43

DevOps Network Best Practices Programming 43

Tasktop

MAY 23, 2019

The beginning of my experience as a Junior Software Engineer on one of Tasktop’s ‘Integrations Teams’ marked a definitive transition in the way I learned and practiced computer science and software development. I was drawn to Tasktop because of its strong impact on the software development industry.

Software Engineering 40

Software Engineering Engineering Software Software 40

Brendan Gregg

APRIL 29, 2018

Today's LISA attracts attendees working on all sizes of production systems, and its attendees include sysadmins, systems engineers, SREs, DevOps engineers, software engineers, IT managers, security engineers, network administrators, researchers, students, and more. Hope to see you in Nashville!

DevOps 40

DevOps Network Best Practices Programming 40

DZone

FEBRUARY 27, 2021

As a Software Engineer, the mind is trained to seek optimizations in every aspect of development and ooze out every bit of available CPU Resource to deliver a performing application. Recently, I spent some time checking on the Performance (not a very detailed study) of the various programming languages.

Java 207

Java C++ Benchmarking Programming 207

O'Reilly

OCTOBER 19, 2021

This is both frustrating for companies that would prefer making ML an ordinary, fuss-free value-generating function like software engineering, as well as exciting for vendors who see the opportunity to create buzz around a new category of enterprise software. All ML projects are software projects.

DevOps 138

DevOps Software Engineering Infrastructure Open Source 138

O'Reilly

NOVEMBER 12, 2019

We suspect this points to a general drift toward software teams taking more responsibility for infrastructure, and increasingly, enabled by serverless options. As noted earlier, the majority of survey respondents are software engineers. Industries of survey respondents. Organization size of survey respondents.

Serverless 88

Serverless Architecture FinTech Infrastructure 88

The Netflix TechBlog

OCTOBER 18, 2022

These include ETL pipelines, ML model training workflows, batch jobs, etc. Similarly, ML model training workflows usually consist of tens of thousands of training jobs within a single workflow. A large number of batch workflows run daily to serve various business needs.

Java 202

Java Scalability Traffic Architecture 202

Abhishek Tiwari

JULY 20, 2019

Warehouse engineering squad - managing software services related inventory, stocktake, dispatch, allocation, transfer, robotics, etc. Customer experience engineering squad - focus on end-to-end customer life-cycle, marketing, targeting, personalisation, loyalty, etc. You want to move fast. How is that even possible?

Engineering 61

Engineering Retail Airlines Healthcare 61

O'Reilly

JULY 20, 2021

Most recently, IBM used Flickr photos that were shared under a Creative Commons license to train facial recognition algorithms. You will find that the paradigms you choose for other parties won’t align with the expectations for children, and modifying your software to accommodate children is difficult or impossible.

Google 121

Google Games Technology Technology 121

The Agile Manager

SEPTEMBER 25, 2009

Remember, although the Marines put all recruits through a rigorous 12-week training program, every single one of those recruits is still just an entry-level soldier at its conclusion. It can take years to train and groom people for more challenging roles. Why should you expect different for software engineers?

Automotive 40

Automotive Software Engineering Programming Metrics 40

The Morning Paper

APRIL 16, 2019

In the core programming model, students provide implementations of Node subclasses which specify the behaviour of individual nodes in their distributed systems. It highlights a case where students, perhaps trained on good TDD practices (do students get taught that these days??) Each node runs in a single threaded event loop.

Systems 43

Systems Efficiency Testing Strategy 43

ACM Sigarch

APRIL 8, 2019

Not all computer science degree programs offer computer architecture classes to undergrads, and ones that do, may offer it as one of many electives. The program will include the following: Technical sessions that cover past, c urrent and future research directions in computer architecture. Lena Olson is a Software Engineer at Google.

Architecture 74

Architecture Open Source Hardware Software Engineering 74