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Netflix’s Distributed Counter Abstraction

The Netflix TechBlog

Today, we’re excited to present the Distributed Counter Abstraction. In this context, they refer to a count very close to accurate, presented with minimal delays. Introducing sufficient jitter to the flush process can further reduce contention. The challenge lies in determining the appropriate number of buckets.

Latency 247
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‘Security as code’ demands proactive DevSecOps

Dynatrace

This is known as “security as code” — the constant implementation of systematic and widely communicated security practices throughout the entire software development life cycle. To mitigate security risks, comply with regulations, and align with good governance requires a coordinated effort among people, processes, and technology.

Code 237
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OpenTelemetry histograms reveal patterns, outliers, and trends

Dynatrace

Moreover, the OpenTelemetry Collector can measure service span durations, categorized by span names, span kinds, and status codes. The span metrics connector creates these measurements and presents them as histograms, which can be analyzed in Dynatrace for deeper insights.

Metrics 240
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Rebuilding Netflix Video Processing Pipeline with Microservices

The Netflix TechBlog

Future blogs will provide deeper dives into each service, sharing insights and lessons learned from this process. The Netflix video processing pipeline went live with the launch of our streaming service in 2007. The Netflix video processing pipeline went live with the launch of our streaming service in 2007.

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Title Launch Observability at Netflix Scale

The Netflix TechBlog

This process involves: Identifying Stakeholders: Determine who is impacted by the issue and whose input is crucial for a successful resolution. This situation presents both challenges and opportunities; while it may be more difficult to make initial progress, there are plenty of easy wins to capitalize on.

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Multidimensional analysis 2.0: Analyze microservice-based metrics without code changes (Part 2)

Dynatrace

In Part 1 of this blog series , we presented a few Dynatrace customer use cases for multidimensional analysis. For example, we presented how a multinational travel agency uses MDA to diagnose error rates per loyalty status to make sure that their premium customers have a perfect software experience. Dynatrace news. What’s next.

Metrics 221
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Beyond traceability: From root cause to code-level context in a single click

Dynatrace

In business-critical situations, the amount of information that’s processed by Davis goes way beyond what a human operator could ever hope to process manually. Davis has the unique ability to precisely identify code-level findings, such as resource consumption during the span of an individual transaction.

Code 168