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Predicting Computer System Failures Using Support Vector Machines
TLDR
This paper describes a new spectrum-kernel Support Vector Machine (SVM) approach to predict failure events based on system log files. Expand
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VOLTTRON: An Agent Execution Platform for the Electric Power System
Volttron is an agent execution platform that is engineered for use in the electric power system. Volttron provides resource guarantees for agents and the platform including memory and processorExpand
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VOLTTRON™: An agent platform for integrating electric vehicles and Smart Grid
TLDR
The VOLTTRON™ platform provides a secure environment for the deployment of intelligent applications in the Smart Grid. Expand
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Conceptual architecture of building energy management open source software (BEMOSS)
The objective of this paper is to present a conceptual architecture of a Building Energy Management Open Source Software (BEMOSS) platform. BEMOSS is an open source operating system that is expectedExpand
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VOLTTRON: User Guide
This document is a user guide for the deployment of the Transactional Network platform and agent/application development within the VOLTTRON. The intent of this user guide is to provide a descriptionExpand
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VOLTTRON Lite: Integration Platform for the Transactional Network
In FY13, Pacific Northwest National Laboratory (PNNL) with funding from the Department of Energy’s (DOE’s) Building Technologies Office (BTO) designed, prototyped and tested a transactional networkExpand
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Creating realistic, scenario-based synthetic data for test and evaluation of information analytics software
TLDR
We describe the Threat Stream Generator, a method and a toolset for creating realistic, synthetic test data for information analytics applications. Expand
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Defense on the Move: Ant-Based Cyber Defense
TLDR
A mobile resilient defense that removes attackers' ability to rely on prior experience without requiring motion in the protected infrastructure. Expand
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Glass box: capturing, archiving, and retrieving workstation activities
TLDR
The Glass Box is a computer-based environment that unobtrusively captures workstation activity data from analysts engaged in real intelligence analysis activities, with the aim of supporting research leading to the development of more effective tools for the intelligence community. Expand
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VOLTTRON: An Open-Source Software Platform of the Future
Buildings consume more than 30% of the total primary energy expended worldwide and contribute to a third of the world's greenhouse gas (GHG) emissions. In the United States, buildings consume moreExpand
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