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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. Why should we use it?

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CockroachDB In Depth with Peter Mattis - Episode 35

Data Engineering Podcast

Summary With the increased ease of gaining access to servers in data centers across the world has come the need for supporting globally distributed data storage. With the first wave of cloud era databases the ability to replicate information geographically came at the expense of transactions and familiar query languages.

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Reflections On Designing A Data Platform From Scratch

Data Engineering Podcast

In this episode Tobias Macey, the host of the show, reflects on his plans for building a data platform and what he has learned from running the podcast that is influencing his choices. Time-series data is time stamped so you can measure how a system is changing. Data integration (extract and load) What are your data sources?

Designing 100
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Graph Databases In Production At Scale Using DGraph with Manish Jain - Episode 44

Data Engineering Podcast

In addition he talks about the challenges of building a distributed, consistent database and the tradeoffs that were made to make DGraph a reality. With private networking, shared block storage, node balancers, and a 40Gbit network, all controlled by a brand new API you’ve got everything you need to run a bullet-proof data platform.

Database 100
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Unpacking Fauna: A Global Scale Cloud Native Database

Data Engineering Podcast

Summary One of the biggest challenges for any business trying to grow and reach customers globally is how to scale their data storage. FaunaDB is a cloud native database built by the engineers behind Twitter’s infrastructure and designed to serve the needs of modern systems.

Database 100
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Hadoop vs Spark: Main Big Data Tools Explained

AltexSoft

Master Nodes control and coordinate two key functions of Hadoop: data storage and parallel processing of data. Worker or Slave Nodes are the majority of nodes used to store data and run computations according to instructions from a master node. Data storage options. Data management and monitoring options.

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Big Data Technologies that Everyone Should Know in 2024

Knowledge Hut

Each of these technologies has its own strengths and weaknesses, but all of them can be used to gain insights from large data sets. As organizations continue to generate more and more data, big data technologies will become increasingly essential. Let's explore the technologies available for big data.