Remove AWS Remove Cloud Storage Remove Systems
article thumbnail

Streaming Big Data Files from Cloud Storage

Towards Data Science

This continues a series of posts on the topic of efficient ingestion of data from the cloud (e.g., Before we get started, let’s be clear…when using cloud storage, it is usually not recommended to work with files that are particularly large. The three we will evaluate here are: Python boto3 API, AWS CLI, and S5cmd.

article thumbnail

Why Open Table Format Architecture is Essential for Modern Data Systems

phData: Data Engineering

The world we live in today presents larger datasets, more complex data, and diverse needs, all of which call for efficient, scalable data systems. Though basic and easy to use, traditional table storage formats struggle to keep up. Adopting an Open Table Format architecture is becoming indispensable for modern data systems.

Insiders

Sign Up for our Newsletter

This site is protected by reCAPTCHA and the Google Privacy Policy and Terms of Service apply.

article thumbnail

Creating a Data Pipeline with Spark, Google Cloud Storage and Big Query

Towards Data Science

Companies targeting specifically data applications like Databricks, DBT, and Snowflake are exploding in popularity while the classic players (AWS, Azure, and GCP) are also investing heavily in their data products. Google Cloud Storage (GCS) is Google’s blob storage. I covered Spark in many other posts.

article thumbnail

Cloudera Operational Database (COD) Performance Benchmarking: Comparing HDFS and Cloud Storage

Cloudera

Powered by Apache HBase and Apache Phoenix, COD ships out of the box with Cloudera Data Platform (CDP) in the public cloud. It’s also multi-cloud ready to meet your business where it is today, whether AWS, Microsoft Azure, or GCP. We tested for two cloud storages, AWS S3 and Azure ABFS. runtime version.

article thumbnail

Using Trino And Iceberg As The Foundation Of Your Data Lakehouse

Data Engineering Podcast

What are the pain points that are still prevalent in lakehouse architectures as compared to warehouse or vertically integrated systems? What are the pain points that are still prevalent in lakehouse architectures as compared to warehouse or vertically integrated systems? Email hosts@dataengineeringpodcast.com ) with your story.

Data Lake 262
article thumbnail

Introduction to AWS Elastic File System (EFS)

Edureka

Amazon Elastic File System (EFS) is a service that Amazon Web Services ( AWS ) provides. It is intended to deliver serverless, fully-elastic file storage that enables you to share data independently of capacity and performance. Another benefit that may be revealed in AWS EFS is the flexibility of usage.

AWS 52
article thumbnail

Google Cloud vs AWS- Which is Better: A Comparison

Knowledge Hut

Thanks to cloud computing, services are now secure, reliable, and cost-effective. When we talk of top cloud computing providers, there are 2 names that are ruling the markets right now- AWS and Google Cloud. Hosting sites at AWS and Google Cloud has become fairly easy. Airbnb, Expedia, etc.