AI in 6G: Energy-Efficient Distributed Machine Learning for Multilayer Heterogeneous Networks

no code implementations • 4 Jun 2022 • Mohammad Arif Hossain, Abdullah Ridwan Hossain, Nirwan Ansari

Adept network management is key for supporting extremely heterogeneous applications with stringent quality of service (QoS) requirements; this is more so when envisioning the complex and ultra-dense 6G mobile heterogeneous network (HetNet).

BIG-bench Machine Learning Management

For Solving Linear Equations Recombination is a Needless Operation in Time-Variant Adaptive Hybrid Algorithms

no code implementations • 9 Apr 2013 • A. R. M. Jalal Uddin Jamali, Mohammad Arif Hossain, G. M. Moniruzzaman, M. M. A. Hashem

Also the proposed modified algorithms require less amount of computational time in comparison to the corresponding existing hybrid algorithms.

Evolutionary Algorithms