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How to achieve Kubernetes observability: Principles and best practices

IBM Big Data Hub

Observability comprises a range of processes and metrics that help teams gain actionable insights into a system’s internal state by examining system outputs. The primary data classes used—known as the three pillars of observability—are logs, metrics and traces.

Metrics 73
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Monitoring Cloudera DataFlow Deployments With Prometheus and Grafana

Cloudera

It allows developers to interactively design data flows in a drag and drop designer, which can be deployed as continuously running, auto-scaling flow deployments or event-driven serverless functions. CDF-PC comes with a monitoring dashboard out of the box for data flow health and performance monitoring.

Metrics 101
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5 Ways Data Analytics Sets a New Standard for Revenue Marketing

Smart Data Collective

Data analytics make up the relevant key performance indicators ( KPIs ) or metrics necessary for a business to create various sales and marketing strategies. With it, you can measure your key performance indicators quickly and more objectively than traditional methods. Lead Generation.

Marketing 111
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How To Improve Your Facility Management With Healthcare Reports

datapine

Like many of today’s most important industries, digital data, metrics and KPIs (key performance indicators) are a part of a bright and prosperous future – and a comprehensive healthcare report has the power to deliver in each of these critical areas. The Benefits Of A Healthcare Report. Preventative management.

Reporting 198
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Exploring real-time streaming for generative AI Applications

AWS Big Data

Another example is an AI-driven observability and monitoring solution where FMs monitor real-time internal metrics of a system and produces alerts. When the model finds an anomaly or abnormal metric value, it should immediately produce an alert and notify the operator. Streaming storage provides reliable storage for streaming data.

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Facebook Advertising / Marketing: Best Metrics, ROI, Business Value

Occam's Razor

FBe's recommendation was (paraphrasing a 35 min talk): Don't invent new metrics, use online versions of Reach and GRPs to measure success. Because we don't understand the uniqueness, we fall back on profoundly sub-optimal old world metrics like Reach or Online GRP equivalents. Metrics are a problem.

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Webinar: Founders and Entrepreneurs Guide to setting up a Data Analytics Foundation

Jen Stirrup

Business metrics guide founders and decision-makers to make the right call to push their ventures towards their goals. However, if a startup wants to scale up, it is important to broaden what metrics and key performance indicators (KPIs) are monitored at each stage so that they can grow the business by using data instead of just intuition.