InfoQ Homepage DevOps Content on InfoQ
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Cloudflare's Journey in ML and AI: MLOps Platform and Best Practices
Cloudflare's blog described its MLOps platform and best practices for running Artificial Intelligence (AI) deployment at scale. Cloudflare's products, including WAF attack scoring, bot management, and global threat identification, rely on constantly evolving Machine Learning (ML) models. These models are pivotal in enhancing customer protection and augmenting support services.
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AWS Adds Automated Detection of Unused IAM Roles, Users, and Permissions
AWS recently added support for detecting unused access granted to IAM roles and users within their AWS IAM Access Analyzer tool. The new analyzer can identify unused roles, unused IAM user access keys and passwords, and unused permissions within a defined usage window. This analysis can be done across accounts within the organization and be controlled from a delegated administrator account.
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AWS Improves Kubernetes Monitoring with New Enhanced Observability for Amazon EKS
AWS has released several monitoring and observability-themed improvements. The releases include Amazon CloudWatch Container Insights with Enhanced Observability for Amazon EKS on EC2 a fully managed service that provides visibility into containerized workloads. Other releases include a new Amazon Managed Service for Prometheus collector and Amazon Managed Grafana community plugins.
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Microsoft Announces Copilot for Azure, an AI Assistant for IT Professionals
Microsoft has introduced Copilot for Azure, an AI-based tool designed to enhance the management and operation of cloud infrastructure and services. It leverages the capabilities of large language models (LLMs) with Azure's Resource Model to provide a comprehensive understanding and handling of Azure's functionalities, spanning from cloud services to edge technology.
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Spring Boot 3.2 Delivers Support for Virtual Threads and Modern RestClient and JdbcClient
The Spring Boot team released Spring Boot 3.2 in November 2023. This latest release is packed with features, the most noteworthy of which is the support for Virtual Threads and Coordinated Restore at Checkpoint (CRaC). Other features include SSL Bundle reloading, Rest Client and JDBC Client interface support, observability improvements, and many others.
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Intuitive Application Resource Management with myApplications in the AWS Management Console
AWS recently announced at its re:Invent conference the general availability of myApplications. myApplications in the AWS Management Console can help customers manage and monitor the cost, health, security posture, and performance of their applications on AWS more effectively.
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Amazon ElastiCache Serverless: a New Option for Scaling Cache Capacity Instantly
AWS recently announced the general availability of Amazon ElastiCache Serverless, a new serverless option allowing users to quickly create a cache and instant scale capacity based on application traffic patterns. In addition, the serverless option is compatible with open-source caching solutions Redis and Memcached.
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HashiCorp Terraform Cloud Operator for Kubernetes Improves Scalability and Performance
HashiCorp has released v2 of their Terraform Cloud Operator for Kubernetes. The Operator enables managing Terraform Cloud workspaces through a single Kubernetes custom resource. The release adds support for multiple customer resources, setting the watch scope to specific namespaces, improved synchronization, and newly exposed metrics.
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Java News Roundup: JDK 22 in Rampdown, JDK 23 Expert Group, Spring Cloud 2023.0, TornadoVM 1.0
This week's Java roundup for December 4th, 2023, features news highlighting: JDK 22 having moved to Rampdown Phase One; formation of the JDK 23 expert group; JEP 464, Scope Values (Second Preview) targeted for JDK 22; Spring Cloud 2023.0.0; TornadoVM 1.0.0; and JHipster Lite 1.0.0.
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Microsoft Announces Git Partial Clone Support in Azure DevOps
Azure DevOps has recently extended support for Git Partial Clone to all its users. Partial clones represent a streamlined version of git clones initiated through specific command line arguments. Repositories that employ partial clones have demonstrated an average reduction of 88.6% in cloning time.
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.NET Chiselled Ubuntu Container Images Now Generally Available
At the end of November, the .NET chiselled Ubuntu container images achieved general availability. Microsoft announced that images are now suitable for production to use across .NET 6, 7, and 8 versions, stating that chiselled images are the result of a long-term partnership and design collaboration between Canonical and Microsoft.
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Automated Horizontal Scaling with Amazon Aurora Limitless Database
AWS recently announced the preview of Amazon Aurora Limitless Database, a new capability supporting automated horizontal scaling to process millions of write transactions per second and manage petabytes of data in a single Aurora database.
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AWS Introduces Amazon CloudFront KeyValueStore: a Low Latency Datastore for CloudFront Functions
AWS recently announced Amazon CloudFront KeyValueStore, a secure global low-latency key-value datastore that allows read access from within CloudFront Functions, enabling advanced customizable logic at the CloudFront edge locations.
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AWS Announces Finch 1.0, an Open Source Client for Container Development
Recently, AWS announced the general availability of Finch, an open-source tool that aims to simplify container development on macOS. Finch allows users to build, run, and publish Linux containers on their macOS, and interact with container registries such as Amazon ECR.
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Addressing Orphaned Pods on Netflix’s Titus Container Platform
Netflix's engineering team disclosed the investigation, identification, and resolution of the issue about "orphaned" pods causing inconvenience to engineers on Titus, shedding light on the journey from kernel panics to Kubernetes (k8s) and ultimately providing operators with the tools to understand why nodes are going away