Remove Cloud Storage Remove Hadoop Remove Systems
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.

article thumbnail

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

Towards Data Science

Many open-source data-related tools have been developed in the last decade, like Spark, Hadoop, and Kafka, without mention all the tooling available in the Python libraries. Google Cloud Storage (GCS) is Google’s blob storage. Authorize the APIs for Google Cloud Storage and BigQuery in the API & Services tab.

Insiders

Sign Up for our Newsletter

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

Trending Sources

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

The value of CDP Public Cloud over legacy Hadoop-on-IaaS implementations

Cloudera

Prior the introduction of CDP Public Cloud, many organizations that wanted to leverage CDH, HDP or any other on-prem Hadoop runtime in the public cloud had to deploy the platform in a lift-and-shift fashion, commonly known as “Hadoop-on-IaaS” or simply the IaaS model. Multi-Cloud Management. Introduction.

Hadoop 86
article thumbnail

Apache Hadoop 3.0.0 is Generally Available!

Cloudera

The Apache Hadoop community recently released version 3.0.0 GA , the third major release in Hadoop’s 10-year history at the Apache Software Foundation. Improved support for cloud storage systems like S3 (with S3Guard ), Microsoft Azure Data Lake, and Aliyun OSS. See the Apache Hadoop 3.0.0 alpha1 and 3.0.0-alpha2

Hadoop 43
article thumbnail

The Good and the Bad of Apache Kafka Streaming Platform

AltexSoft

After trying all options existing on the market — from messaging systems to ETL tools — in-house data engineers decided to design a totally new solution for metrics monitoring and user activity tracking which would handle billions of messages a day. Kafka groups related messages in topics that you can compare to folders in a file system.

Kafka 93
article thumbnail

Cloudera announces support for Azure’s next-generation Data Lake Store

Cloudera

But working with cloud storage has often been a compromise. Enterprises started moving to the cloud expecting infinite scalability and simultaneous cost savings, but the reality has often turned out to be more nuanced. The introduction of ADLS Gen1 was exciting because it was cloud storage that behaved like HDFS.