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Softwareengineering for machine learning: a casestudy 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 softwareengineering is changing at Microsoft with the rise of AI and ML.
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Were also betting that this will be a time of software development flourishing. With the advent of generative AI, therell be significant opportunities for product managers, designers, executives, and more traditional softwareengineers to contribute to and build AI-powered software.
4:45pm-5:45pm NFX 209 File system as a service at Netflix Kishore Kasi , Senior SoftwareEngineer Abstract : As Netflix grows in original content creation, its need for storage is also increasing at a rapid pace. Technology advancements in content creation and consumption have also increased its data footprint. Wednesday?—?December
4:45pm-5:45pm NFX 209 File system as a service at Netflix Kishore Kasi , Senior SoftwareEngineer Abstract : As Netflix grows in original content creation, its need for storage is also increasing at a rapid pace. Technology advancements in content creation and consumption have also increased its data footprint. Wednesday?—?December
Pioneered by Netflix, chaos engineering represents a great example of continuing innovation in softwareengineering practices. This journey is another great casestudy. This talk is a great mashup of ideas that could only find a home at a software architecture conference! How will you handle it?"
More than a fifth of the respondents work in the software industry—skewing results toward the concerns of software companies, and helping explain the preponderance of those with softwareengineering roles. As noted earlier, the majority of survey respondents are softwareengineers.
So the thrust of this paper is to shift our thinking from programming / software development / softwareengineering as the process by which we create a point-in-time program to implement a given procedure, and instead start to focus on a program (software system) as an evolving entity over time.
The paper contains a casestudy of the authors debugging EtherCalc using Reverb. Across the top 300 Alexa sites the gzipped logs have a median size of 45.4 KB (95%-ile size 113.2 KB), and it takes 7.8 seconds on average to generate a full data-flow graph. The client-side instrumentation only slows down the median page load by 5.5%.
Software 2.0 , in case you missed it, is a term coined by Andrej Karpathy to describe software in which key components are implemented by neural networks.
DOP315 Sustainability in the cloud with Rust and AWS Graviton — Emil Lerch AWS Principal DevOps Specialist and Esteban Kuber AWS Principal SoftwareEngineer. SUS209 — there was no talk with this code. SUS210 Modeling climate change impacts and risks at scale — Pierre Souchay AXA Climate CTO and Max Richter AWS Global SA.
Beyond training classes we also have a plethora of other resources such as user guides, videos, blogs, e-books, casestudies, white papers, on-demand webinars etc. A Day in the Life of… a Senior SoftwareEngineer and Team Lead. Click here to view our Resource Center. View job opportunities.
Safe software deployment, canary testing, and play-delay Softwareengineering readers of this blog are likely familiar with unit, integration and load testing, as well as other testing practices that aim to prevent bugs from reaching production systems. We detail one example.
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