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The Three Cs: Concatenate, Compress, Cache

CSS Wizardry

Caching them at the other end: How long should we cache files on a user’s device? Given that 66% of all websites (and 77% of all requests ) are running HTTP/2, I will not discuss concatenation strategies for HTTP/1.1 What happens when we adjust our compression strategy? Cache This is the easy one. in this article.

Cache 353
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Netflix’s Distributed Counter Abstraction

The Netflix TechBlog

However, this category requires near-immediate access to the current count at low latencies, all while keeping infrastructure costs to a minimum. Eventually Consistent : This category needs accurate and durable counts, and is willing to tolerate a slight delay in accuracy and a slightly higher infrastructure cost as a trade-off.

Latency 251
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Elasticsearch Indexing Strategy in Asset Management Platform (AMP)

The Netflix TechBlog

Although this indexing strategy worked smoothly for a while, interesting challenges started coming up and we started to notice performance issues over time. It was time to take a step back and reevaluate our ES data indexing and sharding strategy. We also changed our mapping strategy to overcome these issues.

Strategy 264
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Dynatrace accelerates business transformation with new AI observability solution

Dynatrace

The RAG process begins by summarizing and converting user prompts into queries that are sent to a search platform that uses semantic similarities to find relevant data in vector databases, semantic caches, or other online data sources. Development and demand for AI tools come with a growing concern about their environmental cost.

Cache 276
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Migrating Netflix to GraphQL Safely

The Netflix TechBlog

The three strategies we will discuss today are AB Testing , Replay Testing, and Sticky Canaries. And we definitely couldn’t replay test non-functional requirements like caching and logging user interaction. Let’s discuss the three testing strategies in further detail. To launch Phase 1 safely, we used AB Testing.

Traffic 357
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How multicloud observability boosts cloud performance at Tractor Supply Co.

Dynatrace

According to the Dynatrace “2022 Global CIO Report,” 79% of large organizations use multicloud infrastructure. And according to recent data from Enterprise Strategy Group, 59% of survey respondents indicated spending on public cloud applications would increase in 2023. Rural lifestyle retail giant Tractor Supply Co.

Cloud 243
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Foundation Model for Personalized Recommendation

The Netflix TechBlog

Key insights from this shiftinclude: A Data-Centric Approach : Shifting focus from model-centric strategies, which heavily rely on feature engineering, to a data-centric one. At inference time, when multi-step decoding is needed, we can deploy KV caching to efficiently reuse past computations and maintain lowlatency.

Tuning 165