Tag: Cloud and infrastructure
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From 50 ML projects, 48 made it to production within 2 weeks. How?
Posted on March 20, 2023, Level beginner Resource Length medium
Putting machine learning (ML) models in production is considered an operational challenge that is performed after all the hard work on training and optimizing the model is completed. In contrast, serverless ML starts with a minimal model, including the operational feature pipeline(s) and inference pipeline. By Jim Dowling.
Tags data-and-analytics cloud-and-infrastructure leadership-and-career devops-and-ci-cd
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Intrusion detection network – Protecting from cyber attacks
Posted on March 19, 2023, Level intermediate Resource Length medium
As cyber threats continue to evolve, it's essential for businesses to have systems in place to protect against attacks. One important tool in the cybersecurity toolkit is an intrusion detection network (IDN). By Priyanshu Sahay.
Tags security-and-privacy cloud-and-infrastructure leadership-and-career miscellaneous how-to
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A deep dive into AIOps and MLOps
Posted on March 14, 2023, Level intermediate Resource Length medium
Monitoring and managing a DevOps environment is complex. The volume of data generated by new distributed architectures (such as Kubernetes) makes it difficult for DevOps teams to effectively respond to customer requests. By Hicham Bouissoumer, Nicolas Giron.
Tags data-and-analytics devops-and-ci-cd cloud-and-infrastructure
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Building serverless Java applications with the AWS SAM CLI
Posted on March 13, 2023, Level intermediate Resource Length medium
When using Java in the serverless environment, the AWS Serverless Application Model Command Line Interface (AWS SAM CLI) offers an easier way to build and deploy AWS Lambda functions. You can either use the default AWS SAM build mechanism or tailor the build behavior to your application needs. By Mehmet Nuri Deveci, Steven Cook, and Maximilian Schellhorn.
Tags architecture-and-apis devops-and-ci-cd cloud-and-infrastructure product-and-design
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Deploy Apache Flink cluster on Kubernetes
Posted on March 11, 2023, Level intermediate Resource Length medium
When it comes to deploying Apache Flink on Kubernetes, you can do it in two modes, either session cluster or job cluster. A session cluster is a running standalone cluster that can run multiple jobs, while a Job cluster deploys a dedicated cluster for each job. By Elvis David.
Tags data-and-analytics devops-and-ci-cd cloud-and-infrastructure
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Why and how to replace end-to-end tests with synthetic monitors
Posted on March 9, 2023, Level beginner Resource Length medium
An older article about potential alternative to classic end-to-end tests: synthetic monitors. A thousand tests can't prove your software works. They can only prove it doesn't. When your code reaches production, even the most thorough end-to-end tests can't prevent your users from seeing that "500 - Unexpected Server Error" screen that keeps you awake at night. By Lucas da Costa.
Tags software-engineering cloud-and-infrastructure testing-and-quality miscellaneous leadership-and-career
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API rate limiting vs. API throttling: How are they different?
Posted on March 8, 2023, Level intermediate Resource Length medium
The explosive growth of digital services and mobile devices has created new challenges for developers trying to support users with different needs and usage patterns. High user demand, limited network data plans, and user frustration all combine to create a need for API throttling. By Vyom Srivastava.
Tags architecture-and-apis cloud-and-infrastructure devops-and-ci-cd leadership-and-career
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How IBM's new supercomputer is making AI foundation models more enterprise-budget friendly
Posted on March 7, 2023, Level beginner Resource Length medium
Foundation models are changing the way that artificial intelligence (AI) and machine learning (ML) are able to be used. All that power comes with a cost though, as building AI foundation models is a resource-intensive task. By Sean Michael Kerner.
Tags cloud-and-infrastructure leadership-and-career
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Write reusable code for AppSync JavaScript resolvers
Posted on March 6, 2023, Level beginner Resource Length short
Learn how to share code between AppSync JS resolvers. AWS AppSync is a fully managed service that allows developers to build scalable and performant GraphQL APIs. It is also serverless, meaning that you will only pay for what you use. By Benoît Bouré.
Tags backend-development frontend-and-mobile cloud-and-infrastructure architecture-and-apis data-and-analytics
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The first 30 days as a CTO or VP of Engineering for SaaS: What you need to know
Posted on March 5, 2023, Level beginner Resource Length medium
Starting a new leadership position can be both exciting and daunting, especially if you're taking over a product or team that you know little about. The first 30 days are critical for setting the tone and direction of your leadership and establishing credibility with your team and other stakeholders. In this post, we'll provide a roadmap for surviving and thriving in the first 30 days as a new CTO or VP of Engineering. By Zack Schwartz.
Tags leadership-and-career cloud-and-infrastructure miscellaneous how-to
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What is changing for Vuejs developers in 2023
Posted on February 20, 2023, Level beginner Resource Length medium
2022 saw some major changes in the Vue.js ecosystem from Vue 3 becoming the new default Vue version, to development environments pivoting to Vite, to a stable release of Nuxt 3. What do all these changes, and others, mean for Vue.js devs in 2023? By Daniel Kelly.
Tags leadership-and-career frontend-and-mobile cloud-and-infrastructure
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Top 8 products startups use on Google Cloud
Posted on February 19, 2023, Level beginner Resource Length short
Startups worldwide turn to Google Cloud tools to build fast on a strong and easy to use platform that helps them get to market and launch products faster, all while building on the cleanest cloud in the industry. Startups leverage Google Cloud and our Google for Startups Cloud Program to go from idea to IPO, and there are a variety of products on Google Cloud that can help them. By Fillipo Madella.
Tags cloud-and-infrastructure leadership-and-career