InfoQ Homepage DevOps Content on InfoQ
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AI No Silver Bullet for Cloud Security, But Here’s How It Can Help
In this article, the author looks at the real role of artificial intelligence in cloud security – the hype, the reality, and how we can resolve the gap between them. He encourages the reader to focus on making cloud security platforms that allow humans to provide truly intelligent threat responses, rather than relying on the machines to do it for us.
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/articles/AI-applied-architecture-decision-optimization/en/smallimage/deploying-ai-in-the-enterprise-small-1611925224285.jpg)
AI Applied in Enterprises: Information Architecture, Decision Optimization, and Operationalization
The book Deploying AI in the Enterprise by Eberhard Hechler, Martin Oberhofer, and Thomas Schaeck gives insight into the current state of AI related to themes like change management, DevOps, risk management, blockchain, and information governance. It discusses the possibilities, limitations, and challenges of AI and provides cases that show how AI is being applied.
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Enhanced Streams Processing with Kotlin’s Sequence Interface
Data structures are an intrinsic part of every programming language, yet Java’s Stream interface lacks vital operations and its complex approach to extensibility gave rise to alternative libraries such as jOOλ and Guava. This article provides an alternative approach that can be easily integrated in any Java project using Kotlin's Sequence interface.
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Performance Analysis for Arm vs x86 CPUs in the Cloud
In this article, the author uses AWS’s Arm (Graviton2) and x86_64 (Intel) EC2 instances to evaluate computational performance across different software runtimes, including Docker, Node.js, and WebAssembly. Our conclusion is that Arm is more cost effective in the cloud, especially with lightweight runtimes that are close to the underlying operating system.
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Go Language at 13 Years: Ecosystem, Evolution, and Future in Conversation with Steve Francia
Go was started more than a decade ago in the Engineering department at Google. It was designed with the purpose of providing an easy-to-learn programming language that would allow to develop Google's systems at the next level. In the past decade, the language became more and more stable, currently being used for implementing some of the most popular tools on the web (Kubernetes, Terraform etc.).
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InfoQ 2020 Recap, Editor Recommendations, and Best Content of the Year
As 2020 is coming to an end, we created this article listing some of the best posts published this year. This collection was hand-picked by nine InfoQ Editors recommending the greatest posts in their domain. It's a great piece to make sure you don't miss out on some of the InfoQ's best content.
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/articles/reviewing-microservices-architecture-operational-complexity/en/smallimage/reviewing-the-microservices-architecture-logo-small-1608548492203.jpg)
Reviewing the Microservices Architecture: Impacts, Operational Complexity, and Alternatives
Wes Reisz moderated a roundtable with Leif Beaton (NGINX senior solutions architect), Yan Cui (independent AWS and serverless consultant), and Nicky Wrightson (Skyscanner principal engineer), discussing topics around the microservices approach. The panelists shared their experience on it, analyzing the impact of microservices, challenges in dealing with operational complexity, and alternatives.
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/articles/microservice-monitoring-right-way/en/smallimage/monitoring-microservices-the-right-way-logo-small-1606832544388.jpg)
Monitoring Microservices the Right Way
Modern systems are more complex to monitor as they tend to emit large amounts of high cardinality data. Recent innovations in open-source time series databases have improved the scalability of newer monitoring tools such as Prometheus. These solutions are able to handle the high scale of data while providing metric scraping, querying, and visualization based on Prometheus and Grafana.
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Building a Self-Service Cloud Services Brokerage at Scale
While not suitable for everyone, cloud brokerages are useful for large enterprises that want to improve their cloud management and operations. The article looks at planning and delivering a brokerage.
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Server-Side Wasm: Today and Tomorrow - Q&A with Connor Hicks
At QCon this year, Connor Hicks presented the opportunities linked to using Web Assembly outside of the browser. Hicks addressed current and future server-side use cases for WebAssembly. He explained how Wasm and its ecosystem allow developers to craft serverless applications by declaratively composing serverless functions written in different languages.
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Instrumenting the Network for Successful AIOps
AIOps platforms empower IT teams to quickly find the root issues that originate in the network and disrupt running applications. AI/ML algorithms need access to high quality network data to determine what went wrong and where. Network visibility starts from TAPs around network equipment, and teams can add application instrumentation and logs as data sources for complete insights.
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How to Evolve and Scale Your DevOps Programs and Optimize Success
Processes and workflows become more complex and difficult as DevOps efforts scale. In this article, we’ll take a look at these challenges, and sketch an approach to overcoming them.