Remove Efficiency Remove Infrastructure Remove Testing
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Maximizing cloud efficiency: Driving cost optimization and sustainability with Dynatrace

Dynatrace

As organizations embrace a cloud- and AI-native future, the pressure to control infrastructure spending while meeting sustainability goals intensifies. Dynatrace improves efficiency and supports sustainability goals by dynamically scaling resources based on real-time data demand and business goals. and/or its affiliates in the U.S.

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Driving Content Delivery Efficiency Through Classifying Cache Misses

The Netflix TechBlog

Our ability to efficiently localize traffic, known as Content Delivery Efficiency, is a critical component of Open Connect’s service. In this post, we discuss one of the frameworks we use to evaluate our efficiency and identify sources of inefficiencies. We attribute cache misses to three logical categories.

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Behind the Streams: Live at Netflix. Part 1

The Netflix TechBlog

Furthermore, we use AVC and HEVC video codecs, transcode with multiple quality levels up from SD to 4K , and use a 2-second segment duration to balance compression efficiency, infrastructure load, and latency. Build synthetic load testing capabilities to stress test cloud and CDN systems.

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New continuous compliance requirements drive the need to converge observability and security

Dynatrace

In dynamic and distributed cloud environments, the process of identifying incidents and understanding the material impact is beyond human ability to manage efficiently. Configuration and Compliance , adding the configuration layer security to both applications and infrastructure and connecting it to compliance.

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Dynatrace elevates data security with separated storage and unique encryption keys for each tenant

Dynatrace

Protect data in multi-tenant architectures To bring you the most value by unifying observability and security in one analytics and automation platform powered by AI, Dynatrace SaaS leverages a multitenancy architecture, enabling efficient and scalable data ingestion, querying, and processing on shared infrastructure.

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Netflix’s Distributed Counter Abstraction

The Netflix TechBlog

Use Cases and Requirements At Netflix, our counting use cases include tracking millions of user interactions, monitoring how often specific features or experiences are shown to users, and counting multiple facets of data during A/B test experiments , among others. Now, let’s see how these events are aggregated for a given counter.

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AV1 @ Scale: Film Grain Synthesis, The Awakening

The Netflix TechBlog

These elements create a visually rich experience that tests conventional compression methods. Now, we’re enabling this innovative technology at scale, leveraging it to preserve the artistic integrity of film grain while optimizing data efficiency.