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David Regalado Profile picture
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Feb 27 • 9 tweets • 20 min read
A Thread of Google Cloud resources 💡

🧵

#gcp #google #googlecloud #googlecloudplatform #dataengineering #datascience #dataanalytics #cloud #CloudComputing
Google Cloud blog

cloud.google.com/blog/products

#gcp #google #googlecloud #googlecloudplatform #dataengineering #datascience #dataanalytics #cloud #CloudComputing
Google Cloud big data product list

cloud.google.com/products/big-d…

#gcp #google #googlecloud #googlecloudplatform #dataengineering #datascience #dataanalytics #cloud #CloudComputing
Google Cloud customers and case studies

cloud.google.com/customers/#/

#gcp #google #googlecloud #googlecloudplatform #dataengineering #datascience #dataanalytics #cloud #CloudComputing
BigQuery standard SQL guide

cloud.google.com/bigquery/docs/…

#gcp #google #googlecloud #googlecloudplatform #dataengineering #datascience #dataanalytics #cloud #CloudComputing #bigquery
@Qwiklabs BigQuery quest for Data Analysts

qwiklabs.com/quests/69

#gcp #google #googlecloud #googlecloudplatform #dataengineering #datascience #dataanalytics #cloud #CloudComputing #bigquery
Learn more about big data infrastructure:

👉Compute Engine

cloud.google.com/compute/

#gcp #google #googlecloud #googlecloudplatform #dataengineering #datascience #dataanalytics #cloud #CloudComputing #bigquery
Learn more about big data infrastructure:

👉Storage

cloud.google.com/storage/

#gcp #google #googlecloud #googlecloudplatform #dataengineering #datascience #dataanalytics #cloud #CloudComputing #bigquery
Learn more about big data infrastructure:

👉Pricing

cloud.google.com/pricing/

#gcp #google #googlecloud #googlecloudplatform #dataengineering #datascience #dataanalytics #cloud #CloudComputing #bigquery

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David Regalado Profile picture
Feb 26
The evolution of data processing frameworks.

Knowing how these frameworks have evolved can help you understand the typical problems that arise, and how they're addressed.

As the Internet grew, Google invented new data processing methods.

🧵

#GCP #google @google @googlecloud
In 2002, Google created GFS, or the Google File System to handle sharding and storing petabytes of data at scale.

GFS is a foundation for cloud storage, and also for what would become BitQuery managed storage.

🧵

#GCP #google @google @googlecloud
One of the next challenges was to figure out how to index the exploding volume of content on the Web.

To solve this, in 2004 @Google invented a new style of data processing (MapReduce) to manage large scale data processing across large clusters of commodity servers.

🧵

#GCP
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