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6. Big Data in the Cloud > Platform solutions

Platform solutions

Using IaaS only brings you so far for with big data applications: they handle the creation of computing and storage resources, but don’t address anything at a higher level. The set up of Hadoop and Hive or a similar solution is down to you.

Beyond IaaS, several cloud services provide application layer support for big data work. Sometimes referred to as managed solutions, or platform as a service (PaaS), these services remove the need to configure or scale things such as databases or MapReduce, reducing your workload and maintenance burden. Additionally, PaaS providers can realize great efficiencies by hosting at the application level, and pass those savings on to the customer.

The general PaaS market is burgeoning, with major players including VMware (Cloud Foundry) and Salesforce (Heroku, force.com). As big data and machine learning requirements percolate through the industry, these players are likely to add their own big-data-specific services. For the purposes of this article, though, I will be sticking to the vendors who already have implemented big data solutions.


  

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