Search Results - "Arzo, Sisay Tadesse"
-
1
Multi-Agent-Based Traffic Prediction and Traffic Classification for Autonomic Network Management Systems for Future Networks
Published in Future internet (01-08-2022)“…Recently, a multi-agent based network automation architecture has been proposed. The architecture is named multi-agent based network automation of the network…”
Get full text
Journal Article -
2
Essential Technologies and Concepts for Massive Space Exploration: Challenges and Opportunities
Published in IEEE transactions on aerospace and electronic systems (01-02-2023)“…The space industry is growing at a tremendous pace generating attraction both from the industry and academia. Various governmental and industrial institutions…”
Get full text
Journal Article -
3
Multi-Agent Based Autonomic Network Management Architecture
Published in IEEE eTransactions on network and service management (01-09-2021)“…The advent of network softwarization is enabling multiple innovative solutions through software-defined networking (SDN) and network function virtualization…”
Get full text
Journal Article -
4
A Theoretical Discussion and Survey of Network Automation for IoT: Challenges and Opportunity
Published in IEEE internet of things journal (01-08-2021)“…The introduction of the Internet of Things (IoT) and massive machine-type communications has implied an increase in network size and complexity. In particular,…”
Get full text
Journal Article -
5
HW/SW Development of Cloud-RAN in 3D Networks: Computational and Energy Resources for Splitting Options
Published in 2023 IEEE Aerospace Conference (04-03-2023)“…The continuous increase in demanding for availability and ultra-reliability of low-latency and broadband wireless connections is instigating further research…”
Get full text
Conference Proceeding -
6
Study of Virtual Network Function Placement in 5G Cloud Radio Access Network
Published in IEEE eTransactions on network and service management (01-12-2020)“…5G and beyond need to meet stringent requirements of latency, reliability, and support for heterogeneous devices. However, the existing wireless network…”
Get full text
Journal Article -
7
MSN: A Playground Framework for Design and Evaluation of MicroServices-Based sdN Controller
Published in Journal of network and systems management (2022)“…Software-defined networking decouples control and data plane in softwarized networks. This allows for centralized management of the network, but complete…”
Get full text
Journal Article -
8
Advancing 6G Network Performance: AI/ML Framework for Proactive Management and Dynamic Optimal Routing
Published in IEEE open journal of the Computer Society (2024)“…As 6G networks proliferate, they generate vast volumes of data and engage diverse devices, pushing the boundaries of traditional network management techniques…”
Get full text
Journal Article -
9
Medical Asset Management: Deep Learning Based Asset Usage Prediction in a Hospital Setting Using Real Data
Published in 2023 International Conference on Machine Learning and Applications (ICMLA) (15-12-2023)“…Periodic Automatic Replenishment (PAR) is an inventory management policy that assists the healthcare sector in keeping the right amount of stock on hand to…”
Get full text
Conference Proceeding -
10
A New Agent-Based Intelligent Network Architecture
Published 03-11-2022“…The advent of 5G and the design of its architecture has become possible because of the previous individual scientific works and standardization efforts on…”
Get full text
Journal Article -
11
Softwarized and containerized microservices-based network management analysis with MSN
Published in Computer networks (Amsterdam, Netherlands : 1999) (01-12-2024)“…Microservice architecture is a service-oriented paradigm that enables the decomposition of cumbersome monolithic-based software systems. Using microservice…”
Get full text
Journal Article -
12
Toward 5G cloud radio access network: An energy and latency perspective
Published in Transactions on emerging telecommunications technologies (01-01-2021)“…Future generation networks will entirely deploy virtualization paradigms to enhance performance and capabilities of current cellular networks. In order to…”
Get full text
Journal Article -
13
Intelligent Agent support for Topology Learning in microservices-based SDN Controller
Published in ICC 2024 - IEEE International Conference on Communications (09-06-2024)“…The softwarization of networks is increasingly spreading, and one of the main paradigms is SDN (Software-Defined Networking), which allows overcoming the…”
Get full text
Conference Proceeding -
14
Emulation of LTE/5G Over a Lightweight Open-Platform: Re-configuration Delay Analysis
Published in 2021 IEEE Global Communications Conference (GLOBECOM) (01-12-2021)“…Network softwarization, containerization, and cloudification in a distributed and centralized environment are the current tread in 5G, Beyond 5G, and 6G. In…”
Get full text
Conference Proceeding -
15
Proactive and Reactive Decision Based Agent Placement: Reliability and Latency Perspective
Published in GLOBECOM 2022 - 2022 IEEE Global Communications Conference (04-12-2022)“…6G is aiming at fully incorporating in-network intelligence towards automated network management. In this regard, a multi-agent-based network automation…”
Get full text
Conference Proceeding -
16
Autonomous Network Traffic Classifier Agent for Autonomic Network Management System
Published in 2021 IEEE Global Communications Conference (GLOBECOM) (01-12-2021)“…An autonomic network management system (ANMS) is expected to play a significant role in fifth and sixth-generation (5G and 6G) networks. It enables the network…”
Get full text
Conference Proceeding -
17
A Translator as Virtual Network Function for Network Level Interoperability of Different IoT Technologies
Published in 2021 IEEE 7th International Conference on Network Softwarization (NetSoft) (28-06-2021)“…Internet of Things (IoT) network is dominating both the research and industry. There are numerous emerging IoT connectivity Technologies such as Sigfox, LoRa,…”
Get full text
Conference Proceeding -
18
A New Agent-Based Intelligent Network Architecture
Published in IEEE communications standards magazine (01-12-2022)“…The advent of 5G and the design of its architecture has become possible because of the previous individual scientific works and standardization efforts on…”
Get full text
Magazine Article