Remove Data Ingestion Remove Hadoop Remove Lambda Architecture
article thumbnail

Handling Bursty Traffic in Real-Time Analytics Applications

Rockset

Lambda Architecture: Too Many Compromises A decade ago, a multitiered database architecture called Lambda began to emerge. Lambda systems try to accommodate the needs of both big data-focused data scientists as well as streaming-focused developers by separating data ingestion into two layers.

article thumbnail

20+ Data Engineering Projects for Beginners with Source Code

ProjectPro

Data Engineering Project for Beginners If you are a newbie in data engineering and are interested in exploring real-world data engineering projects, check out the list of data engineering project examples below. This big data project discusses IoT architecture with a sample use case.

article thumbnail

Apache Spark Use Cases & Applications

Knowledge Hut

Features of Spark Speed : According to Apache, Spark can run applications on Hadoop cluster up to 100 times faster in memory and up to 10 times faster on disk. Apache Spark at Yahoo: Yahoo is known to have one of the biggest Hadoop Cluster and everyone is aware of Yahoo’s contribution to the development of Big Data system.

Scala 52