Flow-aware forwarding in SDN datacenters using a knapsack-PSO-based solution

S Abdollahi, A Deldari, H Asadi… - … on Network and …, 2021 - ieeexplore.ieee.org
Sonum as a software-defined synergetic sampling approach detecting EFs by consolidating
EF sampling … Rezaee, “Load balancing mechanisms in the software defined networks: A sys…

… : A fuzzy map for scheduling elephant flows through jumping traveling salesman problem variant toward softwaredefined networking‐based data center networks

S Abdollahi, H Asadi… - Concurrency and …, 2023 - Wiley Online Library
… Several centralized mechanisms monitor global networks through adopting centralized …
Sonum 28 is a synergetic EF sampling and scheduling method that performs EF detection by …

FT-SDN: a fault-tolerant distributed architecture for software defined network

RK Das, FH Pohrmen, AK Maji, G Saha - Wireless personal …, 2020 - Springer
Software Defined Network (SDN) architecture is based on single controller in the Control
Plane. Therefore, network … recovery mechanism are highly recommended for network systems …

[PDF][PDF] Elephant flow scheduling in sdn data center network based on differential evolution algorithm

R DAI, H LI, X FU - UPB Scientific Bulletin Series C, 2022 - scientificbulletin.upb.ro
… And software defined networks (abbreviated SDN [3]) separates the … network traffic scheduling
algorithm, this paper proposes a traffic scheduling mechanism of SDN data center network

Migration Deep Learning Model for Malware Detection in Power Information Network Security

X Li, W Duan, B Wang, W Wei, X Wang… - 2023 IEEE 3rd …, 2023 - ieeexplore.ieee.org
… , building a management mechanism with clear responsibilities and rights, and efficient …
When using the method in this paper, it is first necessary to collect malware samples of known …

Novel Algorithms and Protocols for Networks

D Careglio, M Klinkowski, F Palmieri - Applied Sciences, 2021 - mdpi.com
… [10] present Sonum, which is a software-defined solution for long … link utilization, the authors
propose a sampling and detection … mechanism for long flow scheduling based on the packet …

Crypto-preserving investigation framework for deep learning based malware attack detection for network forensics

S Bhardwaj, M Dave - Wireless Personal Communications, 2022 - Springer
… The analytical information based on a specific mechanism provides insight to an … 4 describes
the working procedure of the proposed model detecting malware samples, collecting digital …

Predeployment of transponders for dynamic lightpath provisioning in translucent spectrally–spatially flexible optical networks

K Walkowiak, M Klinkowski, A Włodarczyk… - Applied Sciences, 2020 - mdpi.com
networking, in this paper we consider a data analytics approach assuming that the proposed
algorithm is traffic … on historical data on network traffic or traffic prediction methods, we know …

[PDF][PDF] IoT Based Recent Trends in Engineering and its Applications

A Agnihotri, M Puri, A Mahajan - 2024 - researchgate.net
use of the SDFs that are retrieved by web-based servers and the HP-SDFE Server from the
given HPS. Sampled … For faster processing compressing mechanism is performed on license …

Machine learning at the network edge: A survey

MGS Murshed, C Murphy, D Hou, N Khan… - ACM Computing …, 2021 - dl.acm.org
… with an intelligent client selection mechanism to ensure faster … , the authors down-sample
later in the network to have larger … The adaptation of the software-defined network and network