Tag: Cloud and infrastructure
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Using GitHub Actions to deploy serverless applications
Posted on June 30, 2021, Level beginner Resource Length medium
Continuous integration and continuous deployment (CI/CD) is one of the major DevOps components. This allows you to build, test, and deploy your applications rapidly and reliably, while improving quality and reducing time to market. By Gopi Krishnamurthy, senior solutions architect.
Tags cloud-and-infrastructure devops-and-ci-cd architecture-and-apis product-and-design
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Efficient machine learning inference
Posted on June 19, 2021, Level advanced Resource Length long
The benefits of multi-model serving where latency matters. By By Alejandro Lince and Steven Ross.
Tags data-and-analytics leadership-and-career cloud-and-infrastructure
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Save yourself a lot of pain (and money) by choosing your AWS Region wisely
Posted on June 18, 2021, Level beginner Resource Length long
Choosing an AWS region is the first decision you have to make when you set up your AWS components. You can't do anything in the AWS Management Console, SDK or CLI without choosing a region. Most AWS customers choose one based on proximity to themselves or to their end users, which sounds like a sensible thing to do. Price calculations using AWS Price List API (2021-05-26). By Ernesto Marquez.
Tags cloud-and-infrastructure architecture-and-apis devops-and-ci-cd leadership-and-career
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Why monitoring and observability are critical to your hybrid cloud strategy
Posted on June 17, 2021, Level beginner Resource Length medium
According to a 2020 study, over half of the companies that use the public-cloud said that doing so had improved their ability to meet their business goals. By James Harvey, EMEA CTO at Cisco AppDynamics.
Tags cloud-and-infrastructure architecture-and-apis devops-and-ci-cd business-and-emerging-tech
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Implementing an end-to-end machine learning workflow with azure data factory
Posted on June 13, 2021, Level intermediate Resource Length long
From collecting data to sending results, ADF constructs the right MLOps Lifecycle on one screen. By Rahulraj Singh.
Tags data-and-analytics ai-and-machine-learning cloud-and-infrastructure
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SRE fundamentals 2021: SLIs vs SLAs vs SLOs
Posted on June 7, 2021, Level intermediate Resource Length medium
A big part of ensuring the availability of your applications is establishing and monitoring service-level metrics—something that our Site Reliability Engineering (SRE) team does every day here at Google Cloud. By Adrian Hilton, Customer Reliability Engineer, SRE.
Tags product-and-design devops-and-ci-cd leadership-and-career cloud-and-infrastructure software-engineering security-and-privacy
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Cloud account takeovers present serious security risk to enterprises
Posted on May 31, 2021, Level beginner Resource Length short
Cloud account compromises cost organisations millions of dollars every year, with many IT professionals stating takeovers are a significant risk to their organisations. By Catherine Knowles.
Tags cloud-and-infrastructure security-and-privacy leadership-and-career
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Neurons act not as simple logic gates, but as complex, multi-unit processing systems
Posted on May 30, 2021, Level beginner Resource Length medium
A study published in the journal Science has upended 80 years of conventional wisdom in computational neuroscience that has modeled the neuron as a simple point-like node in a system, integrating signals and passing them along.? By William Brown, resonance science research scientist.
Tags ai-and-machine-learning miscellaneous leadership-and-career product-and-design cloud-and-infrastructure
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Greykite: A flexible, intuitive, and fast forecasting library
Posted on May 29, 2021, Level intermediate Resource Length medium
In this blog post, we introduce the Greykite library, an open source Python library developed to support LinkedIn's forecasting needs. Its main forecasting algorithm, called Silverkite, is fast, accurate, and intuitive, making it suitable for interactive and automated forecasting at scale. Co-authors: Reza Hosseini, Albert Chen, Kaixu Yang, Sayan Patra, Rachit Arora, and Parvez Ahammad.
Tags backend-development cloud-and-infrastructure software-engineering data-and-analytics ai-and-machine-learning
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Introducing Kubewarden, an open source policy engine
Posted on May 28, 2021, Level intermediate Resource Length medium
Security has always been a wide and complex topic. A recent survey from StackRox about the state of containers and Kubernetes security provides some interesting data on these topics. By Flavio Castelli.
Tags cloud-and-infrastructure devops-and-ci-cd software-engineering security-and-privacy
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Extreme HTTP performance tuning: 1.2M API req/s on 4 vCPU EC2 instance
Posted on May 25, 2021, Level advanced Resource Length long
This post will walk you through the performance tuning steps that I took to serve 1.2 million JSON "API" requests per second from a 4 vCPU AWS EC2 instance. For the purposes of this recreated quest, we will ignore most of the dead ends and dark alleyways that I had to struggle through on my solo expedition. By Marc Richards.
Tags software-engineering cloud-and-infrastructure devops-and-ci-cd backend-development architecture-and-apis
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5 feedback loops that avoid software architecture chaos
Posted on May 19, 2021, Level beginner Resource Length medium
Product development can be chaotic these days. Planning for these five challenges helps avoid them. By Jim Tyrrell (Red Hat).
Tags architecture-and-apis devops-and-ci-cd leadership-and-career cloud-and-infrastructure