InfoQ Homepage Monitoring Content on InfoQ
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Slack Conquers Deployment Fears with Z-score Monitoring
An engineer at team communication platform Slack has written about confronting their fear of deployments and successfully implementing a bot to monitor them instead. Describing a seemingly scary delegation of responsibility, Sean McIlroy explains the reasoning and logic behind giving a pivotal role to their ReleaseBot in a detailed blog post.
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CNCF Survey: Half of Organizations Spend More with Kubernetes, Mostly Due to Overprovisioning
CNCF published the results of its latest microsurvey report on cloud-native FinOps and cloud financial management (CFM). Kubernetes has driven cloud spending up for 49% of respondents, while 28% stated their costs remain unchanged and 24% saved after migrating to Kubernetes. Respondents listed overprovisioning, lack of awareness and responsibility, and sprawl as the main factors for overspending.
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AI and FinOps Predicted to Lead Observability Innovation in 2024
In recently published articles, three large observability companies have made predictions for the trends we will see in the observability area in 2024 and beyond. These contributions suggest that the fields of AI Integration, FinOps, OpenTelemetry and Security and Governance will impact observability significantly in the year ahead.
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Java News Roundup: New JEP Candidates, Milestone Releases for Spring Projects and Micrometer
This week's Java roundup for February 12th, 2024, features news highlighting: new JEP candidates, JEP 465 and JEP 466, milestone and point releases of Spring Framework, Spring Data, Micrometer and Project Reactor, Hibernate Search 7.1.0-RC1 and Infinispan 15.0.0.Dev01.
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Grafana v10.3: Visualizations, Alerting, Management and Log Analysis Improvements
Grafana 10.3 introduces a range of enhancements spanning visualization, instance management, alerting, and log analysis. These upgrades include improved tooltips and zoom functionality for data navigation, alongside features for tracking metric changes and visualizing system health. Additionally, improvements in alerting and log analysis are also available.
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Enhancing Observability: Amazon CloudWatch Logs Introduces Account-Level Subscription Filter
The recent update to Amazon CloudWatch Logs introduces support for account-level subscription filtering. With this enhancement, developers can now access a real-time feed of CloudWatch Logs from all logs groups and have it delivered to a single destination for further processing.
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Azure Monitor Metrics Data Plane API for Enhanced Resource Insight Gathering
Microsoft recently announced the general availability (GA) of Azure Monitor Metrics Data Plane API, which makes resource insight gathering more efficient by providing developers with the capability to retrieve the metric data for up to 50 resource IDs in the same subscription and region in a single batch API call, thus improving query throughput and reducing the risk of throttling.
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Discord Scales to 1 Million+ Online MidJourney Users in a Single Server
Discord optimized its platform to serve over one million online users in a single server while maintaining a responsive user experience. The company evolved the guild component, which is responsible for fanning out billions of message notifications, in a series of performance and scalability improvements supported by system observability and performance tuning.
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Building a Dedicated Platform for Frontend Developers at the Norwegian Government
Recognizing the challenges faced by frontend developers, the Norwegian Labour and Welfare Administration decided to build a dedicated platform to address their needs. It offers services like a CDN, an observability stack for monitoring and debugging, and feature management using Unleash. The platform is treated as a product to drive adoption and improve the developer experience.
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Java News Roundup: Final JEP Drafts, Payara 2024 Roadmap, TornadoVM Plugin for IntelliJ
This week's Java roundup for January 8th, 2024 features news highlighting: JEP drafts for final versions of OpenJDK features String Templates and Implicitly Declared Classes and Instance Main Methods; the Payara Platform 2024 roadmap; and a new TornadoVM plugin for IntelliJ IDEA.
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Amazon CloudWatch Alarms Can Now Directly Trigger Lambda Functions
AWS recently announced that Amazon CloudWatch alarms now support AWS Lambda functions as an action for state changes. This new feature enables developers to automate remediation actions when detecting an unhealthy resource.
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Java News Roundup: JHipster 8.1, Piranha Cloud 23.12, Open Liberty 23.0.0.12, Tomcat Releases
This week's Java roundup for December 11th, 2023, features news highlighting: OpenJDK early access releases, Open Liberty 23.0.0.12, Infinispan 15.0.0-Dev06, JHipster 8.1.0, Piranha 23.12.0, Apache Tomcat 11.0.0-M15, 10.1.17, 9.0.84 and 8.5.97 and the debut of the Payara Virtual Conference.
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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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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
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OpenTelemetry Logging Marked Stable: Morgan McLean at KubeCon NA
Logging is a core capability of applications today. OpenTelemetry (OTel) has stabilized logging as another available signal within the project. OTel Logging offers improvements to traditional logging.