The Linux Audit framework is a kernel feature (paired with userspace tools) that can log system calls. For example, opening a file, killing a process or creating a network connection. These audit logs can be used to monitor systems for suspicious activity.
Simple enough to be embedded in text as a sparkline, but able to speak volumes about your business, time series data is the basic input of Anodot’s automated anomaly detection system. This article begins our three-part series in which we take a closer look at the specific techniques Anodot uses to extract insights from your data.
The engineers at Grafana Labs have their heads in the clouds. “This is a new world: We have hybrid clouds and multiclouds,” Daniel Lee told the crowd gathered at GrafanaCon 2019 in Los Angeles. And the advantage clients have when using Grafana’s hosted services is that “they can deploy them on any cloud,” said Lee.
AWS offers a plethora of log and metric data but in order to extract meaningful insights and react to production issues on a dime, a centralized logging solution is critical. Today we’re excited to announce the availability of Coralogix on the AWS Marketplace for the first time. You can now get our advanced machine learning log insights directly in your AWS cloud account for full-stack log aggregation, convenient billing, tighter security with your AWS infrastructure, and faster deployment.
“We can know one thing: shit’s gonna fail.” Last week we participated in SRECon Americas, held across three days of intensive learning with practitioner talks, hands-on workshops, socializing, and of course vendor booths. Now in its third year, attendees numbered 650 with an additional ~300 from sponsors and organizers.
All businesses today are built on layers of platforms. The app running your business is built on top of the Kubernetes application deployment platform, running on the AWS cloud platform. AWS is built on top of platforms such as the Linux operating system and the Intel X86 processor architecture. Smartly managed, a good product evolves into a platform for users to extract value and for developers to create new products and platforms. We all stand on the shoulders of giants.
If you liked Sematext Docker Agent you’ll love our new agent for Docker monitoring that provides you with even more insight into your Docker, Kubernetes, and Swarm clusters. Because of its power, small footprint, and ease of installation the old Sematext Docker Agent enjoyed high adoption by the Docker DevOps community.
A few weeks have passed since the excitement of the major Grafana 6.0 release during GrafanaCon, which means it’s time for a new Grafana release. Grafana 6.1 iterates on the permissions system to allow for teams to be more self-organizing. It also includes a feature for Prometheus that enables a more exploratory workflow for dashboards.
The grafana-polystat-panel plugin was created to provide a way to roll up multiple metrics and implement flexible drilldowns to other dashboards. This example will focus on creating a panel for Cassandra using real data from Prometheus collected from our Kubernetes clusters. We’ll focus on the basic metrics for CPU/Memory/Disk coming from cAdvisor, but a well-instrumented service will have many metrics that indicate overall health, such as requests per second, error rates, and more.
The ELK Stack (Elasticsearch, Logstash and Kibana) is the weapon of choice for many Kubernetes users looking for an easy and effective way to gain insight into their clusters, pods and containers. The “L” in “ELK” has gradually changed to an “F” reflecting the preference to use Fluentd instead of Logstash and making the “EFK Stack” a more accurate acronym for what has become the de-facto standard for Kubernetes-native logging.
