Remove 2007 Remove Efficiency Remove Network Remove Processing
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Rebuilding Netflix Video Processing Pipeline with Microservices

The Netflix TechBlog

Future blogs will provide deeper dives into each service, sharing insights and lessons learned from this process. The Netflix video processing pipeline went live with the launch of our streaming service in 2007. The Netflix video processing pipeline went live with the launch of our streaming service in 2007.

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Should You Use ClickHouse as a Main Operational Database?

Percona

However, ClickHouse is super efficient for timeseries and provides “sharding” out of the box (scalability beyond one node). Although such databases can be very efficient with counts and averages, some queries will be slow or simply non existent. Inserts are efficient for bulk inserts only. Processed 4.15

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The Management Revolution that Never Happened

The Agile Manager

Technocracy was, too: "best practice" was derived from people performing narrowly defined tasks in rigid processes that yielded poor quality products at a high cost. The shift from manufacturing jobs to service jobs was supposed to give rise to networks of independent knowledge workers collaborating to achieve business outcomes.

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Progress Delayed Is Progress Denied

Alex Russell

Real-time network protocols for enabling videoconferencing, desktop sharing, and game streaming applications. Modern, asynchronous network APIs that dramatically improve performance in some situations. Since 2007, support for these features has barely improved. Delayed five years. Gamepad API. fetch() and Streams.

Media 145
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Scaling Media Machine Learning at Netflix

The Netflix TechBlog

We have been leveraging machine learning (ML) models to personalize artwork and to help our creatives create promotional content efficiently. We accomplish this by paving the path to: Accessing and processing media data (e.g. Training Performance Media model training poses multiple system challenges in storage, network, and GPUs.

Media 290
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Strategic IT Does More than Assume Technology Risk, it Mitigates Business Risk

The Agile Manager

This might be a data centre where hardware uptime is guaranteed to process transactions, a timesheeting capability that is available on-demand, or development of a custom application to analyse asset backed securities. An efficient, risk-assuming IT capability is a superb utility that contains cost.

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Egnyte Architecture: Lessons learned in building and scaling a multi petabyte content platform

High Scalability

Your Laptop has a filesystem used by hundreds of processes. It is limited by the disk space; it can’t expand storage elastically; it chokes if you run few I/O intensive processes or try collaborating with 100 other users. On prem data processing. Egnyte was founded in 2007. Document store. Video Transcoding.