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Handling Bursty Traffic in Real-Time Analytics Applications

Rockset

Database makers have experimented with different designs to scale for bursts of data traffic without sacrificing speed, features or cost. Lambda Architecture: Too Many Compromises A decade ago, a multitiered database architecture called Lambda began to emerge. One layer processes batches of historic data.

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Maintaining Your Data Lake At Scale With Spark

Data Engineering Podcast

In this episode Michael Armbrust, the lead architect of Delta Lake, explains how the project is designed, how you can use it for building a maintainable data lake, and some useful patterns for progressively refining the data in your lake. Coming up this fall is the combined events of Graphorum and the Data Architecture Summit.

Data Lake 100