Hadoop vs LinDB: What are the differences?
What is Hadoop? Open-source software for reliable, scalable, distributed computing. The Apache Hadoop software library is a framework that allows for the distributed processing of large data sets across clusters of computers using simple programming models. It is designed to scale up from single servers to thousands of machines, each offering local computation and storage.
What is LinDB? *An open source Time Series Database *. It is a scalable, distributed, high performance, high availability Time Series Database. It takes a lot of best practice of TSDB and implements some optimizations based on the characteristics of time series data. It supports rollup in specific interval automatically after creating the database.
Hadoop and LinDB can be categorized as "Databases" tools.
Hadoop and LinDB are both open source tools. Hadoop with 9.4K GitHub stars and 5.85K forks on GitHub appears to be more popular than LinDB with 744 GitHub stars and 80 GitHub forks.
What is Hadoop?
What is LinDB?
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Why do developers choose LinDB?
What are the cons of using Hadoop?
What are the cons of using LinDB?
What companies use LinDB?
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The MapReduce workflow starts to process experiment data nightly when data of the previous day is copied over from Kafka. At this time, all the raw log requests are transformed into meaningful experiment results and in-depth analysis. To populate experiment data for the dashboard, we have around 50 jobs running to do all the calculations and transforms of data.
in 2009 we open sourced mrjob, which allows any engineer to write a MapReduce job without contending for resources. We’re only limited by the amount of machines in an Amazon data center (which is an issue we’ve rarely encountered).
The massive volume of discovery data that powers Pinterest and enables people to save Pins, create boards and follow other users, is generated through daily Hadoop jobs...
Importing/Exporting data, interpreting results. Possible integration with SAS