TY - GEN
T1 - Virtual machine consolidation in cloud data centers using ACO metaheuristic
AU - Ferdaus, Md. Hasanul
AU - Murshed, Manzur
AU - Calheiros, Rodrigo N.
AU - Buyya, Rajkumar
PY - 2014
Y1 - 2014
N2 - ![CDATA[In this paper, we propose the AVVMC VM consolidation scheme that focuses on balanced resource utilization of servers across different computing resources (CPU, memory, and network I/O) with the goal of minimizing power consumption and resource wastage. Since the VM consolidation problem is strictly NP-hard and computationally infeasible for large data centers, we propose adaptation and integration of the Ant Colony Optimization (ACO) metaheuristic with balanced usage of computing resources based on vector algebra. Our simulation results show that AVVMC outperforms existing methods and achieves improvement in both energy consumption and resource wastage reduction.]]
AB - ![CDATA[In this paper, we propose the AVVMC VM consolidation scheme that focuses on balanced resource utilization of servers across different computing resources (CPU, memory, and network I/O) with the goal of minimizing power consumption and resource wastage. Since the VM consolidation problem is strictly NP-hard and computationally infeasible for large data centers, we propose adaptation and integration of the Ant Colony Optimization (ACO) metaheuristic with balanced usage of computing resources based on vector algebra. Our simulation results show that AVVMC outperforms existing methods and achieves improvement in both energy consumption and resource wastage reduction.]]
KW - algorithms
KW - ant colony optimization
KW - cloud computing
KW - data processing service centers
KW - energy consumption
UR - http://handle.westernsydney.edu.au:8081/1959.7/uws:38244
U2 - 10.1007/9783319098739_ 26
DO - 10.1007/9783319098739_ 26
M3 - Conference Paper
SN - 9783319098722
SP - 306
EP - 317
BT - Euro-Par 2014: Proceedings of the 20th International Conference on Parallet Processing, Porto, Portugal, August 25-29, 2014
PB - Springer
T2 - International Conference on Parallel Processing
Y2 - 1 September 2015
ER -