大数据分析

An overview of Grafana SSO: Benefits, recent updates, and best practices to get started

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Grafana began as an open and composable platform for data visualization. Today, Grafana has evolved into an all-in-one observability platform, providing everything from infrastructure and application performance monitoring to load testing and incident response. As organizations extend their use of Grafana, efficient and secure authentication and authorization is essential. Fortunately,…

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Exploring concurrent segment search performance

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In October 2023, we introduced concurrent segment search in OpenSearch as an experimental feature. Searching segments concurrently improves search latency across a large variety of workloads. This feature was made generally available in OpenSearch 2.12; we highly recommend that you try it! Here, we’ll share performance results of simulations of…

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Understand your Kubernetes cost drivers and the best ways to rein in spending

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In the previous blog post in this two-part series, we discussed the critical signals you need to monitor in your Kubernetes environment to ensure optimal resource provisioning. These signals include high CPU and memory utilization, frequent pod evictions, slow application performance, and other indicators that your resources are over- or…

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Monitor these Kubernetes signals to help rightsize your fleet

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Organizations that run Kubernetes clusters in cloud native environments should do so in a way that’s both operationally efficient and cost effective. However, many organizations don’t prioritize cost optimization until it becomes a pressing need. This may be due to a directive from senior leadership, a significant scale-up or migration…

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Grafana Labs expands its open source observability community in Japan

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Whether it’s attending community meetups, developing new data sources, or even landing on the moon, the open source observability community in Japan has been an integral part of the larger Grafana community. And with our latest regional expansion, we’re excited to see what more the community can achieve. We recently…

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Using MITRE ATT&CK for Incident Response Playbooks

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A structured approach to incident response enables you to create consistently repeatable processes. Your incident response playbook defines responsibilities and guides your security team through a list of activities to reduce uncertainty if or when an incident occurs. MITRE ATT&CK Framework outlines the tactics and techniques that threat actors use…

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How to authenticate with third-party APIs in your Grafana app plugin

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Whether they’re for synthetic monitoring, large-language models, or some other use case, Grafana application plugins are a fantastic way to enhance your overall Grafana experience. Data for these custom experiences can come from a variety of sources, including nested data sources. However, they can also come from third-party APIs, which…

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Optimize storage and performance with the MatchOnlyText field in OpenSearch

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The OpenSearch Project introduced a new field type called match_only_text in version 2.12. This field type is designed for full-text search scenarios where scoring and positional information of terms within a document are not critical. If you’re working with large datasets in OpenSearch and looking to optimize storage and performance,…

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Grafana Labs bug bounty: What you need to know about our new partnership with Intigriti

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Grafana Labs is happy to announce that we have partnered with Intigriti, a leading bug bounty platform, to expand our bug bounty program. This collaboration will enable us to work more effectively with security researchers from around the world in a scalable, sustainable way. Moving to a platform that handles…

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