How Robust Can a Machine Learning Approach Be for Classifying Encrypted VoIP?Journal of Network and Systems Management - Tập 23 - Trang 830-869 - 2014
Riyad Alshammari, A. Nur Zincir-Heywood
The classification of encrypted network traffic represents an important issue for network management and security tasks including quality of service, firewall enforcement, and security. Traffic classification becomes more challenging since the traditional techniques, such as port numbers or Deep Packet Inspection, are ineffective against Peer-to-Peer Voice over Internet Protocol (VoIP) applicatio...... hiện toàn bộ
Characterizing and Predicting Resource Demand by Periodicity MiningJournal of Network and Systems Management - Tập 13 - Trang 175-196 - 2005
Artur Andrzejak, Mehmet Ceyran
We present algorithms for characterizing the demand behavior of applications and predicting demand by mining periodicities in historical data. Our algorithms are change-adaptive, automatically adjusting to new regularities in demand patterns while maintaining low algorithm running time. They are intended for applications in scientific computing clusters, enterprise data centers, and Grid and Utili...... hiện toàn bộ
Deep Learning Based Hybrid Intrusion Detection Systems to Protect Satellite NetworksJournal of Network and Systems Management - Tập 31 - Trang 1-31 - 2023
Ahmad Taher Azar, Esraa Shehab, Ahmed M. Mattar, Ibrahim A. Hameed, Shaimaa Ahmed Elsaid
Despite the fact that satellite-terrestrial systems have advantages such as high throughput, low latency, and low energy consumption, as well as low exposure to physical threats and natural disasters and cost-effective global coverage, their integration exposes both of them to particular security challenges that can arise due to the migration of security challenges from one to another. Intrusion D...... hiện toàn bộ
History and Status of Operations Support SystemsJournal of Network and Systems Management - Tập 15 - Trang 555-567 - 2007
Rand Edwards
Operations Support Systems (OSS) have been a critical component of any telecommunications company’s business plan. In this paper we examine the history of OSS from the perspectives of maturing support for problem domains, enabling technologies, and system integration. Finally, we will look at the problems posed by the coming “everything over IP” networks, the changing communications provider lands...... hiện toàn bộ