With the proliferation of Software program-as-a-Service (SaaS) choices, it is turning into more and more essential for particular person SaaS suppliers to function their providers at a low value. This book investigates SaaS from the attitude of the supplier and exhibits how operational prices could be decreased through the use of “multi tenancy,” a way for consolidating numerous clients onto a small variety of servers. Particularly, the book addresses multi tenancy on the database degree, specializing in in-memory column databases, that are the spine of many necessary new enterprise purposes. For effectively implementing multi tenancy in a farm of databases, two elementary challenges have to be addressed, (i) workload modeling and (ii) data placement. The primary includes estimating the (shared) useful resource consumption for multi tenancy on a single in-memory database server. The second consists in assigning tenants to servers in a means that minimizes the variety of required servers (and thus prices) based mostly on the assumed workload mannequin. This step additionally entails replicating tenants for efficiency and high availability. This book presents novel options to each issues.
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