External Documentation
This page contains links to external documentation that may be useful to Accumulo users.
Papers and Presentations
| Title | Links | Category | Venue | Peer-Reviewed | Awards |
|---|---|---|---|---|---|
| Prout, Andrew, et al. “Enabling On-Demand Database Computing with MIT SuperCloud Database Management System.” IEEE HPEC 2015. | paper | Architecture | IEEE HPEC 2015 | Yes | |
| Hubbell, Matthew, et al. “Big Data Strategies for Data Center Infrastructure Management Using a 3D Gaming Platform.” IEEE HPEC 2015. | paper | Use Cases | IEEE HPEC 2015 | Yes | |
| Gadepally, Vijay, et al. “Computing on Masked Data to improve the Security of Big Data.” IEEE HST 2015. | paper | Use Cases | IEEE HST 2015 | Yes | |
| Kepner, Jeremy, et al. “Associative Arrays: Unified Mathematics for Spreadsheets, Databases, Matrices, and Graphs.” New England Database Summit 2015. | paper | Use Cases | New England Database Summit 2015 | Yes | |
| Achieving 100,000,000 database inserts per second using Accumulo and D4M - Kepner et al IEEE HPEC 2014 | paper | Performance | IEEE HPEC 2014 | Yes | |
| Evaluating Accumulo Performance for a Scalable Cyber Data Processing Pipeline - Sawyer et al IEEE HPEC 2014 | paper | Performance | IEEE HPEC 2014 | Yes | |
| Understanding Query Performance in Accumulo - Sawyer et al IEEE HPEC 2013 | paper | Performance | IEEE HPEC 2013 | Yes | |
| Benchmarking Apache Accumulo BigData Distributed Table Store Using Its Continuous Test Suite - Sen et al 2013 IEEE International Congress on Big Data. | paper | Performance | IEEE International Congress on Big Data 2013 | Yes | |
| Benchmarking the Apache Accumulo Distributed Key-Value Store - Sen et al 2014 Updated version of the IEEE paper, including edits for clarity and additional results from benchmarking on Amazon EC2. | paper | Performance | Online | No | |
| Computing on Masked Data: a High Performance Method for Improving Big Data Veracity - Kepner et al IEEE HPEC 2014 | paper | Security | IEEE HPEC 2014 | Yes | |
| D4M 2.0 Schema: A General Purpose High Performance Schema for the Accumulo Database - Kepner et al IEEE HPEC 2013 | paper slides | Architecture | IEEE HPEC 2013 | Yes | |
| Genetic Sequence Matching Using D4M Big Data Approaches - Dodson et al IEEE HPEC 2014 | Use Cases | IEEE HPEC 2014 | Yes | Best Paper Finalist | |
| Big Data Dimensional Analysis - Gadepally et al IEEE HPEC 2014 | Use Cases | IEEE HPEC 2014 | Yes | ||
| LLSuperCloud: Sharing HPC systems for diverse rapid prototyping - Reuther et al IEEE HPEC 2013 | paper slides | Architecture | IEEE HPEC 2013 | Yes | |
| Spatio-temporal indexing in non-relational distributed databases - Fox et al 2013 IEEE International Congress on Big Data | paper | Use Cases | IEEE International Congress on Big Data 2013 | Yes | |
| Typograph: Multiscale spatial exploration of text documents - Endert, Alex, et al 2013 IEEE International Congress on Big Data | paper | Use Cases | IEEE International Congress on Big Data 2013 | Yes | |
| UxV Data to the Cloud via Widgets - Charles et al 18th International Command & Control Research & Technology Symposium 2013 | paper | Use Cases | Command & Control Research & Technology Symposium 2013 | Yes | |
| Driving Big Data With Big Compute - Byun et al IEEE HPEC 2012 | paper slides | Architecture | IEEE HPEC 2012 | Yes | |
| Large Scale Network Situational Awareness Via 3D Gaming Technology - Hubbell et al IEEE HPEC 2012 | paper slides | Use Cases | IEEE HPEC 2012 | Yes | |
| Rya: a scalable RDF triple store for the clouds - Punnoose et al 1st International Workshop on Cloud Intelligence, ACM, 2012 | paper | Architecture | ACM International Workshop on Cloud Intelligence 2012 | Yes | |
| Dynamic distributed dimensional data model (D4M) database and computation system - Kepner et al ICASSP 2012 | paper slides | Architecture | ICASSP 2012 | Yes | |
| An NSA Big Graph experiment (Technical Report NSA-RD-2013-056002v1) | slides | Performance | Technical Report | No | |
| Patil, Swapnil, et al. “YCSB++: benchmarking and performance debugging advanced features in scalable table stores.” Proceedings of the 2nd ACM Symposium on Cloud Computing. ACM, 2011. | paper slides | Performance | ACM Symposium on Cloud Computing 2011 | Yes | |
| Turner, Keith “Apache Accumulo 1.4 & 1.5 Features.” February, 2012 | slides | Architecture | Meetup | No | |
| Fuchs, Adam “Accumulo: Extensions to Google’s Bigtable Design.” March, 2012 | slides | Architecture | Meetup | No | |
| Miner, Donald “An Introduction to Apache Accumulo - how it works, why it exists, and how it is used.” August, 2014 | slides | Architecture | Online | No |
Slides from Conferences and Meetups
- Accumulo Summit Slides
- Strata + Hadoop World Meetup 24 Oct 2012
Blog Posts and Writeups
Books
- Apache Accumulo for Developers (Packt Publishing)
- Accumulo: Application Development, Table Design, and Best Practices (O’Reilly Media)