Smart Collection and Storage Method for Network Traffic Data

Abstract

Captured network data enables an organization to perform routine tasks such as network situational awareness and incident response to security alerts. The process of capturing, storing, and evaluating network traffic as part of monitoring is an increasingly complex and critical problem. With high-speed networks and ever-increasing network traffic volumes, full-packet traffic capture solutions can require petabytes of storage for a single day. The capacity needed to store full-packet captures for a time frame that permits the needed analysis is unattainable for many organizations. A tiered network storage solution, which stores only the most critical or effective types of traffic in full-packet captures and the rest as summary data, can help organizations mitigate the storage issues while providing the detailed information they need. This report discusses considerations and decisions to be made when designing a tiered network data storage solution. It includes a method, based on a cost-effectiveness model, that can help organizations decide what types of network traffic to store at each storage tier. The report also uses real-world network measurements to show how storage requirements change based on what traffic is stored in which storage tier.

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Document Details

Document Type
Technical Report
Publication Date
Sep 01, 2014
Accession Number
ADA609898

Entities

People

  • Angela Horneman
  • Nathan Dell

Organizations

  • Carnegie Mellon University

Tags

Communities of Interest

  • Cyber
  • Energy and Power Technologies

DTIC Thesaurus Topics

  • Cloud Storage
  • Command And Control
  • Commerce
  • Computer Network Security
  • Computer Networks
  • Computers
  • Costs
  • Data Compression
  • Data Storage Systems
  • Databases
  • Detectors
  • Information Security
  • Information Systems
  • Intellectual Property
  • Law
  • Network Protocols
  • Operating Systems

Fields of Study

  • Computer science

Readers

  • Aviation Safety and Air Traffic Management
  • Computer Networking
  • Distributed Systems and Data Platform Development