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Reinforcement Learning for Budget Constrained Recommendations

Netflix Tech

It will become clear that the RL based solution to budget constrained recommendation problems fits well within the recommender system architecture for slate construction. Once we have a model for q , we can use that as the item scorer in the above slate recommender system architecture. If the discount factor ? =0,

Budget 74
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Netflix Cloud Packaging in the Terabyte Era

Netflix Tech

Table 1: Movie and File Size Examples Initial Architecture A simplified view of our initial cloud video processing pipeline is illustrated in the following diagram. Lastly, the packager kicks in, adding a system layer to the asset, making it ready to be consumed by the clients.

Cloud 96
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What is OLAP: A Complete Guide to Online Analytical Processing

Altexsoft

OLTP vs OLAP: technology comparison. The table below compares the main aspects of these two systems. A comparison chart of OLTP and OLAP database features. Online Analytical Processing Architecture. So let’s analyze OLAP workflow in such architecture. A comparison of a relational DB row-table, and a column-table.

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DevOps vs Site Reliability Engineering: Concepts, Practices, and Roles

Altexsoft

SRE vs DevOps comparison. Besides operations and software engineering, areas of experience relevant to the SRE role encompass monitoring systems, production automation, and system architecture. All members of an SRE team share responsibility for code deployment, system maintenance, automation, and change management.

DevOps 96
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Timestone: Netflix’s High-Throughput, Low-Latency Priority Queueing System with Built-in Support…

Netflix Tech

System Architecture Timestone is a gRPC-based service. The system diagram for the application is shown in Figure 2. Current Usage at Netflix The system is dequeue heavy. In comparison, we see 1.2K Allow for the automatic creation of a queue upon message ingestion 5. enqueue RPS at 25ms P99 latency.

System 88
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NET MAUI vs Flutter: How to Choose?

Existek

In this article, we will focus on.NET MAUI vs Flutter comparison and see how fast the technology evolution takes place. We suggest checking our latest articles covering a detailed comparison with other known cross-platform technologies. Whereas development teams need to focus on finding the best technology to implement such solutions.

.Net 59
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At First Glance, a Rendering Flaw; Ultimately, a Compiler Bug

Seerene

As a quick test, we replaced the standard GLSL step function with its default implementation, i.e., a comparison as condition to return either 1 or 0. As many of Seerene’s co-workers, he is not just an expert in developing our own platform but also in analyzing external software architectures. This didn’t fix the bug, either.