Harilaos "Harry" Perros
Area(s) of Expertise
Data Sciences and Analytics
Networking and Performance Evaluation
Publications
- An Introduction to IoT Analytics , (2021)
- Automated real-time anomaly detection of temperature sensors through machine-learning , International Journal of Sensor Networks (2020)
- Bimodal affect recognition based on autoregressive hidden Markov models from physiological signals , Computer Methods and Programs in Biomedicine (2020)
- Performance Analysis of Microservice Design Patterns , IEEE Internet Computing (2019)
- Cloud communications and networking , Annals of Telecommunications (2018)
- Performance analysis of the reserve capacity policy for dynamic VM allocation in a SaaS environment , Simulation Modelling Practice and Theory (2018)
- QoS architectures for the IP network , Encyclopedia of Information Science and Technology, 4th edition (2018)
- A comparison of IoT application layer protocols through a smart parking implementation , (2017)
- Dynamic VM allocation in a SaaS environment , Annals of Telecommunications (2017)
- Modeling 3D video traffic using a Markov modulated gamma process , 2016 International Conference on Computing, Networking and Communications (ICNC) (2016)
Grants
The grant money will be used to turn the Master of Science in Computer Networks to a Professional Science Master (PSM).
Network monitoring and measurement can be regarded as an essential function for developing education, research and corporate networks that can support innovative networking technologies, such as video-based distance learning applications and cloud computing infrastructures. We propose to design and implement a passive network monitoring tool that will be able to characterize novel applications, provide early warning for security incidents and provide traffic measurements available to the community through a web-based NCSU/NCREN network map. Following the measurement phase we propose to develop a traffic modeling mechanism that will identify the structural dependencies of traffic as it relates to social connectivity graphs and distances. More specifically our focus will be on: (1) conducting a series of detailed trials to capture data from different places across research and education campuses and identify the emerging traffic patterns; (2) using the trial results to deconstruct and analyze the intersecting networking and social distances of next generation of users (K-20); (3) incorporating these traffic patterns into a queueing model of a flow of IP packets with a view to calculating the end-to-end delay and packet loss rate. The results from this model will be used in cost-based parametric model in order to obtain the optimal network topology architecture.
The award will fund research activities aiming to make significant contributions to the capacity planning and automation for monitoring tools by use of modeling, simulation, testbed emulation and on line optimization. Specific goals include the study of models, response surfaces and advanced simulation methods, and, the creation of an automated paradigm for on-line optimization for capacity tuning.
Groups
Honors and Awards
- Cisco Services Research Advisory Board - 2014-15
- Member of scientific committee for ISTE-Wiley series on Networks and Telecommunication
- Editor, Annals of Telecommunications - Annales des Telecommunications
- Professeur Invite: Univ. Marie et Pierre Curie, Lab PRiSM - 2012-2013
- Most Receptive Graduate Professor Outside of the Classroom Award - 2013
- Associate Editor, International Journal on Advances in Networks and Services
- IEEE Fellow - 2010
- External Examiner, Computer Science Department, University of Malaya (UM), Malaysia - 2009-2011
- Expert, University of Post and Telecommunications, Beijing - 2010-2012
- Associate Editor, International Journal of Service Science, Management, Engineering, and Technology (IJSSMET)
- Guest of honor, NIST, National University of Science and Technology, Islamabad, Pakistan - 2007
- Member of the National LambdaRail Networking Research Council - 2004
- Chairman of IFIP WG 6.10, “Optical Networks” - 2004-2006.
- Editor for Performance Evaluation Journal since 2004
- IFIP Outstanding Service Award - 2003
- NC State Alumni Distinguished Graduate Professor - 2002-2003
- NC State Alumni Association Distinguished Graduate Professorship Award - 2002
- NC State University Honors Council: Outstanding Academic Performance Honors Baccalaureate and Celebration of Academic Excellence - 2002
- Silver Core, IFIP “In appreciation for services rendered to IFIP” - 2001
- Chairman of IFIP Working Group 6.3 - 1995-2002
- Member (permanent) of IFIP WG 6.2 and 7.3
- Professeur Invité: Univ. of Versailles, France - 2000
- Professeur Invité: Paris 6 University, France - 2000 & 2002
- Professeur Invité: Paris 13 University, France - 2006
- Member of the International Scientific Committee for the MS on Computer and Communication Networks, Institut National de Telecommunication (INT) - 2000
- Editor for Telecommunications Systems Journal - 1998-2014
- IEEE Senior Member - 1997