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Streaming Big Data Files from Cloud Storage

Towards Data Science

In this post we consider the case in which our data application requires access to one or more large files that reside in cloud object storage. This continues a series of posts on the topic of efficient ingestion of data from the cloud (e.g., here , here , and here ). CPU cores and TCP connections).

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Netflix Cloud Packaging in the Terabyte Era

Netflix Tech

Our previous tech blog Packaging award-winning shows with award-winning technology detailed our packaging technology deployed on the streaming side. As an example, cloud-based post-production editing and collaboration pipelines demand a complex set of functionalities, including the generation and hosting of high quality proxy content.

Cloud 95
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Processing medical images at scale on the cloud

Tweag

In this blog post, I will explain the underlying technical challenges and share the solution that we helped implement at kaiko.ai , a MedTech startup in Amsterdam that is building a Data Platform to support AI research in hospitals. A solution is to read the bytes that we need when we need them directly from Blob Storage.

Medical 60
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Data Engineering Weekly #151

Data Engineering Weekly

Github writes an excellent blog to capture the current state of the LLM integration architecture. The blog is an excellent read to understand late-arriving data, backfilling, and incremental processing complications. I experienced similar drawbacks to what Lyft is talking about in Druid.

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Google BigQuery: A Game-Changing Data Warehousing Solution

ProjectPro

This blog is your comprehensive guide to Google BigQuery, its architecture, and a beginner-friendly tutorial on how to use Google BigQuery for your data warehousing activities. BigQuery can process upto 20 TB of data per day and has a storage limit of 1PB per table. With the global cloud data warehousing market likely to be worth $10.42

Bytes 52
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Netflix Drive

Netflix Tech

A file and folder interface for Netflix Cloud Services Written by Vikram Krishnamurthy , Kishore Kasi , Abhishek Kapatkar , and Tejas Chopra In this post, we are introducing Netflix Drive, a Cloud drive for media assets and providing a high level overview of some of its features and interfaces.

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Data Engineering Annotated Monthly – May 2022

Big Data Tools

And yet it is still compatible with different clouds, storage formats (including Kudu , Ozone , and many others), and storage engines. RocksDB is a storage engine with a key/value interface, where keys and values are arbitrary byte streams written as a C++ library. That wraps up May’s Data Engineering Annotated.