Cloud Benchmark Testing of Cassandra on Raspberry Pi for Internet of Things Capability

Abstract

This paper explores the distributed NoSQL database Cassandra's performance limitations in an Internet of Things IoT using limited hardware. Our aim is to use Cassandra's reliable and efficient data distribution to enable distributed exploits on real-time streaming data. This work not only demonstrates that actual operation of Cassandra is possible on Raspberry Pi, but also varies the conditions of operation to serve the expectation management of the variations inherent in new, creative, and cutting-edge applications. This work uses the Yahoo Cloud Services Benchmark YCSB within Cassandra on virtual machines and the Raspberry Pi platform. This work demonstrates the feasibility and expected performance drops when porting a distributed database like Cassandra from powerful, stationary nodes to less powerful, but more flexible nodes.

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Document Details

Document Type
Technical Report
Publication Date
Mar 23, 2017
Accession Number
AD1054746

Entities

People

  • Daniel P. Richardson

Organizations

  • Air Force Institute of Technology

Tags

Communities of Interest

  • Biomedical
  • Energy and Power Technologies

DTIC Thesaurus Topics

  • Air Force
  • Application-Specific Integrated Circuits
  • Central Processing Units
  • Computer Networks
  • Computer Programs
  • Computers
  • Data Links
  • Databases
  • Digital Data
  • Internet Of Things
  • Local Area Networks
  • Network Protocols
  • Network Topology
  • Operating Systems
  • Sensor Networks
  • Virtual Machines
  • Wireless Communications

Readers

  • Database Systems and Applications
  • Distributed Systems and Data Platform Development

Technology Areas

  • 5G
  • 5G - Internet of Things