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Compression Methods in MongoDB: Snappy vs. Zstd

Percona

As the amount of data grows, the need for efficient data compression becomes increasingly important to save storage space, reduce I/O overhead, and improve query performance. Snappy compression is designed to be fast and efficient regarding memory usage, making it a good fit for MongoDB workloads. provides higher compression rates.

Storage 111
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Mastering MongoDB® Timeout Settings

Scalegrid

The implication resulting from exceeding the Server Selection Timeout limit can prove damaging for MongoDB’s efficiency, leading to a selection error which is about time-out exceeding the allowed limits. Modifying this setting does affect performance. Careful consideration must be given before making changes.

Java 130
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MongoDB Rollback: How to Minimize Data Loss

Scalegrid

In such cases, rollback becomes necessary to reconcile divergent data among all members of replicas ensuring consistent information throughout multi-document transactions without any inconsistencies arising due to differences between replicated sets. This particular write concern prioritizes data longevity over reading speed.

Database 130
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What is real user monitoring (RUM)?

Dynatrace

For example, data collected on load actions can include navigation start, request start, and speed index metrics. Analyzing a clinician’s clickstream when using an electronic medical record system to better improve the efficiency of data entry. Real user monitoring collects data on a variety of metrics.

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How We Optimized Performance To Serve A Global Audience

Smashing Magazine

Largest Contentful Paint (LCP) LCP measures the perceived load speed of a webpage from a user’s perspective. This is why the async and deferred attributes are crucial, as they ensure an efficient, seamless web browsing experience. The shorter the TTFB, the better the perceived speed of the site from the user’s perspective.

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How To Boost Media Performance On A Budget

Smashing Magazine

Of the many factors that affect page-load speed, media is a significant one. With clearly documented performance goals, various teams can have meaningful conversations about the optimal delivery of content. CDNs can alleviate last-mile latency, shorten a video’s start time, and potentially reduce buffering issues. Wrapping Up.

Media 117
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Open Source at AWS re:Invent

Adrian Cockcroft

OPN304 Learnings from migrating a service from JDK 8 to JDK 11 AWS Lambda improved latency by migrating to JDK 11 with Amazon Corretto. OPN402 Firecracker open-source innovation Since Firecracker’s release at re:Invent 2018, several open-source teams have built on it, while AWS has continued investing in Firecracker’s speed.