Accumulo: Application Development, Table Design, and Best by Aaron Cordova, Billie Rinaldi, Michael Wall

By Aaron Cordova, Billie Rinaldi, Michael Wall

Wake up to hurry on Apache Accumulo, the versatile, high-performance key/value shop created by way of the nationwide protection corporation (NSA) and in keeping with Google’s BigTable facts garage procedure. Written via former NSA workforce contributors, this finished instructional and reference covers Accumulo structure, software improvement, desk layout, and cell-level security.

With transparent details on approach management, functionality tuning, and most sensible practices, this publication is perfect for builders trying to write Accumulo functions, directors charged with fitting and protecting Accumulo, and different execs attracted to what Accumulo has to supply. you can find every little thing you can use the program fully.

Get a high-level creation to Accumulo’s structure and knowledge model
Take a swift journey via unmarried- and multiple-node installations, info ingest, and query
the way to write Accumulo functions for numerous use circumstances, in keeping with examples
Dive into Accumulo internals, together with details now not to be had within the documentation
Get particular info for fitting, administering, tuning, and measuring performance
study most sensible practices in keeping with profitable implementations within the field
locate solutions to universal questions that each new Accumulo person asks

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Extra resources for Accumulo: Application Development, Table Design, and Best Practices

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View of only internal data in the table Because column visibilities are used to filter data after specific rows and columns have been selected for a scan, table designers should be careful not to design an application that relies too heavily on fil‐ tering, because this will impact read performance. The assignment of access tokens to applications, individual users, or groups of users is typically handled outside of Accumulo by a central user-management system, although access tokens can be restricted in conjunction with Accumulo or using only Accumulo if desired.

Individual metadata elements may not be the same from one article to the next. Notice that not all the rows in Figure 1-8 have data stored in every column, a prop‐ erty known as sparseness. In other systems, missing values must be indicated by stor‐ ing a NULL value, which takes up space on disk. In Accumulo, the missing values simply do not appear in the list of key-value pairs. On disk, this data is laid out as a long series of sorted key-value pairs. Data Model | 15 Figure 1-8. A table consisting of rows and columns Note that there is no key-value pair in Figure 1-9 for the comment field for Apache Thrift, for example.

View of all of the data in the table Advanced Data Model Components | 25 A user or application with only the internal access token will only see the data with a column visibility containing the internal token (Figure 1-18). Figure 1-18. View of only internal data in the table Because column visibilities are used to filter data after specific rows and columns have been selected for a scan, table designers should be careful not to design an application that relies too heavily on fil‐ tering, because this will impact read performance.

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