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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. Track data files within the table along with their column statistics.

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How Apache Iceberg Is Changing the Face of Data Lakes

Snowflake

Data storage has been evolving, from databases to data warehouses and expansive data lakes, with each architecture responding to different business and data needs. Traditional databases excelled at structured data and transactional workloads but struggled with performance at scale as data volumes grew.

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Upgrade your Modern Data Stack

Christophe Blefari

That's why big data technologies got swooshed by the modern data stack when it arrived on the market—excepting Spark. We jumped from HDFS to Cloud Storage (S3, GCS) for storage and from Hadoop, Spark to Cloud warehouses (Redshift, BigQuery, Snowflake) for processing. Something boring.

Big Data 147
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Carbon Hack 24: Leveraging the Impact Framework to Estimate the Carbon Cost of Cloud Storage by Matt Griffin

Scott Logic

The paper itself notes that this uses some arbitrary figures and relies on Googles own data, which isn’t ideal but can be a starting point in trying to make an attributional estimation. Another important consideration is the amount of replication of data that is done to ensure data is secure and recoverable in case of hardware failure.

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How Start Ups Can Benefit From Cloud Computing?

Knowledge Hut

From nebulous beginnings, the cloud has grown into a platform that has gained universal acceptance and is transforming businesses across industries. Companies that have adopted cloud technology have seen significant payoffs, with cloud-based tools redefining their data storage, data sharing, marketing and project management capabilities.

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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. All these features make it easier to safeguard your data and also keep to the legal requirements.

AWS 52
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Cloud Computing Future: 12 Trends & Predictions About Cloud

Knowledge Hut

However, the hybrid cloud is not going away anytime soon. In fact, the hybrid cloud will likely become even more common as businesses move more of their workloads to the cloud. So what will be the future of cloud storage and security? As a result, Cloud technology will soon necessitate advanced system thinking.