TY - GEN
T1 - Autonomous, Collaborative Control for Resilient Cyber Defense (ACCORD)
AU - Wagner, Stuart
AU - Van Den Berg, Eric
AU - Giacopelli, Jim
AU - Ghetie, Andrei
AU - Burns, Jim
AU - Tauil, Miriam
AU - Sen, Soumya
AU - Wang, Michael
AU - Chiang, Mung
AU - Lan, Tian
AU - Laddaga, Robert
AU - Robertson, Paul
AU - Manghwani, Prakash
PY - 2012
Y1 - 2012
N2 - ACCORD addresses the need for robust, rapidly adaptive resource allocation mechanisms in cloud computing. It employs a distributed, game-theoretic approach to apportion computational loads in an efficient, prioritized, Pareto-optimal fashion among geographically dispersed cloud computing infrastructure. This paper describes ACCORD algorithms, software implementation, and initial experimental results. Our results illustrate how a distributed, ACCORD-enabled cloud architecture autonomously adapts to the loss of computing resources (e.g., due to failures, poor network connectivity, or cyber attack) while ensuring that users receive maximal, prioritized utility from available cloud resources.
AB - ACCORD addresses the need for robust, rapidly adaptive resource allocation mechanisms in cloud computing. It employs a distributed, game-theoretic approach to apportion computational loads in an efficient, prioritized, Pareto-optimal fashion among geographically dispersed cloud computing infrastructure. This paper describes ACCORD algorithms, software implementation, and initial experimental results. Our results illustrate how a distributed, ACCORD-enabled cloud architecture autonomously adapts to the loss of computing resources (e.g., due to failures, poor network connectivity, or cyber attack) while ensuring that users receive maximal, prioritized utility from available cloud resources.
KW - Nash Bargaining
KW - cloud computing
KW - distributed resource allocation
KW - game theory
UR - http://www.scopus.com/inward/record.url?scp=84877309724&partnerID=8YFLogxK
UR - http://www.scopus.com/inward/citedby.url?scp=84877309724&partnerID=8YFLogxK
U2 - 10.1109/SASOW.2012.16
DO - 10.1109/SASOW.2012.16
M3 - Conference contribution
AN - SCOPUS:84877309724
SN - 9780769548951
T3 - Proceedings - 2012 IEEE 6th International Conference on Self-Adaptive and Self-Organizing Systems Workshops, SASOW 2012
SP - 39
EP - 46
BT - Proceedings - 2012 IEEE 6th International Conference on Self-Adaptive and Self-Organizing Systems Workshops, SASOW 2012
T2 - 2012 IEEE 6th International Conference on Self-Adaptive and Self-Organizing Systems Workshops, SASOW 2012
Y2 - 10 September 2012 through 14 September 2012
ER -