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Supporting Diverse ML Systems at Netflix

The Netflix TechBlog

The Machine Learning Platform (MLP) team at Netflix provides an entire ecosystem of tools around Metaflow , an open source machine learning infrastructure framework we started, to empower data scientists and machine learning practitioners to build and manage a variety of ML systems. ETL workflows), as well as downstream (e.g.

Systems 226
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SIEM Volume Spike Alerts Using ML

DZone

SIEM platforms offer centralized management of security operations, making it easier for organizations to monitor, manage, and secure their IT infrastructure. SIEM systems enable early detection of security threats and suspicious activities by analyzing vast amounts of log data in real time.

Storage 136
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What is IT automation?

Dynatrace

Monitoring and logging are fundamental building blocks of observability. Adding AIOps to automation processes makes the volume of data that applications and multicloud environments generate much less overwhelming. Similarly, digital experience monitoring is another ongoing process that lends itself to IT automation.

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3. Psyberg: Automated end to end catch up

The Netflix TechBlog

This data pipeline monitors the various stages in the customer lifecycle. In the sequential load ETL, we have the following features: Catchup Threshold : This defines the lookback period for the data being read. Data Load Type : The ETL can either load the missed/new data specifically or reload the entire specified range.

Tuning 244
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Data Pipelines: The Hammer for Every Nail

Abhishek Tiwari

Airflow provides rich scheduling and execution semantics enabling data engineers to easily define complex pipelines, running at regular intervals. The workflow platform acts as the backbone of Uber's business, enabling seamless coordination, automation, and monitoring of tasks throughout the entire lifecycle of a ride.

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Post: InterviewCamp.io, Scrapinghub, Fauna, Sisu, Educative, PA File Sight, Etleap, Triplebyte, Stream

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Education 105
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Sponsored Post: InterviewCamp.io, Scrapinghub, Fauna, Sisu, Educative, PA File Sight, Etleap, Triplebyte, Stream

High Scalability

has hours of system design content. They also do live system design discussions every week. Scrapinghub is hiring a Senior Software Engineer (Big Data/AI). this is going to be a challenging journey for any backend engineer! PA File Sight monitors file access on a server in real-time. Who's Hiring?

Education 102