Wed.Jul 02, 2025

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AV1 @ Scale: Film Grain Synthesis, The Awakening

The Netflix TechBlog

Unleashing Film Grain Synthesis on Netflix and Enhancing Visuals for Millions Li-Heng Chen , Andrey Norkin , Liwei Guo , Zhi Li , Agata Opalach and Anush Moorthy Picture this: you’re watching a classic film, and the subtle dance of film grain adds a layer of authenticity and nostalgia to every scene. This grain, formed from tiny particles during the film’s development, is more than just a visual effect.

Media 186
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Java hashing efficiency: Techniques to beat Arrays.hashCode(byte[]) using Java’s own means

Dynatrace

Definition of Arrays.hashCode(byte[]) Arrays.hashCode(byte[]) is a very simple method that computes the hash code for a given byte[] array with elements b [0], b [1], …, b [ n −1] using the recursion The method was implemented up to OpenJDK 20 as static int hashCode(byte[] b) { if (b == null) return 0; int h = 1; for (byte q : b) { h = 31 * h + q; } return h; } The iterative processing of individual bytes does not allow for many compiler optimizations.

Java 157
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Driving Content Delivery Efficiency Through Classifying Cache Misses

The Netflix TechBlog

By Vipul Marlecha , Lara Deek , Thiara Ortiz The mission of Open Connect , our dedicated content delivery network (CDN), is to deliver the best quality of experience (QoE) to our members. By localizing our Open Connect Appliances (OCAs), we bring Netflix content closer to the end user. This is achieved through close partnerships with internet service providers (ISPs) worldwide.

Cache 138
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Testing ReadySet as a Query Cacher for PostgreSQL (Plus ProxySQL and HAproxy) Part 2: Test Results

Percona

In the first post of this series (Testing ReadySet as a Query Cacher for PostgreSQL (Plus ProxySQL and HAproxy) Part 1: How-To), I presented my test environment and methodology and explained how to install ReadySet, ProxySQL, and HAproxy and configure them to work with PostgreSQL.

Testing 71