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

Blog Posts and Writeups

Books

Reference