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Detecting Speech and Music in Audio Content

The Netflix TechBlog

Training examples were produced between 2016 and 2019, in 13 countries, with 60% of the titles originating in the USA. Model Architecture Our modeling choices take advantage of both convolutional and recurrent architectures, which are known to work well on audio sequence classification tasks, and are well supported by previous investigations.

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RSA Guide 2023: Cloud application security remains core challenge for organizations

Dynatrace

Cloud application security remains challenging because organizations lack end-to-end visibility into cloud architecture. As organizations migrate applications to the cloud, they must balance the agility that microservices architecture brings with the complexity and lack of transparency that can also come with it.

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The SQL Server Transaction Log, Part 2: Log Architecture

SQL Performance

Everything else I’ll cover in the series requires knowing some of the architecture of the transaction log, so that’s what I’m going to discuss this time. On a SQL Server 2019 instance, I created a new database, without specifying any file sizes, and then checked the VLFs using the code below: CREATE DATABASE NewDB ; GO.

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Code Migration in Production: Rewriting the Sharding Layer of Uber’s Schemaless Datastore

Uber Engineering

For context, we deployed more than 40 Schemaless instances and many thousands of storage nodes in 2016 alone. As our … The post Code Migration in Production: Rewriting the Sharding Layer of Uber’s Schemaless Datastore appeared first on Uber Engineering Blog.

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What is? OpenTelemetry??An open-source standard for logs, metrics, and traces

Dynatrace

OpenTelemetry reference architecture. Here are the steps the solution takes, and the data it generates along the way: Instruments your code with APIs, telling system components what metrics to gather and how to gather them. This makes it easy to switch backends without the pain of re-instrumenting your code.

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SQL Server 2016 – It Just Runs Faster: Always On Availability Groups Turbocharged

SQL Server According to Bob

The result is a design for SQL Server 2016 that provides high availability for the most demanding workloads on the latest hardware with minimal impact and scalable for the future. However, if you are looking to accelerate your hardware, our Always On Availability Group design for SQL Server 2016 can keep pace. one without a replica).

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Refactoring CSS: Introduction (Part 1)

Smashing Magazine

However, this simplicity leaves the door open for many potential issues and technical debt — bloated code, specificity hell, duplicated code blocks with very little to no difference, leftover unused selectors, unnecessary hacks, and workarounds, to name a few. Leftover, unused chunks of code from deleted features.