Restoring application traffic of latency-sensitive networked systems using adversarial autoencoders
The Internet of Things (IoT), coupled with the edge computing paradigm, is enabling several
pervasive networked applications with stringent real-time requirements, such as …
pervasive networked applications with stringent real-time requirements, such as …
Delay-Aware Routing in Software-Defined Networks Via Network Tomography and Reinforcement Learning
Numerous network management tasks in Software-defined networking (SDN)
infrastructures, such as routing, resource allocation, and service placement, heavily depend …
infrastructures, such as routing, resource allocation, and service placement, heavily depend …
Completing and Predicting Internet Traffic Matrices Using Adversarial Autoencoders and Hidden Markov Models
Internet traffic matrices are used nowadays for a variety of network management operations,
from planning to repairing. Despite years of research on the topic, obtaining a global view of …
from planning to repairing. Despite years of research on the topic, obtaining a global view of …
Load Profiling via In-Band Flow Classification and P4 With Howdah
Data center traffic management challenges increase with the complexity and variety of new
Internet and Web applications. Efficient network management systems are often needed to …
Internet and Web applications. Efficient network management systems are often needed to …
Energy-Efficient Softwarized Networks: A Survey
With the dynamic demands and stringent requirements of various applications, networks
need to be high-performance, scalable, and adaptive to changes. Researchers and …
need to be high-performance, scalable, and adaptive to changes. Researchers and …
On control and data plane programmability for data-driven networking
The soaring complexity of networks has led to more and more complex methods to manage
and orchestrate efficiently the multitude of network environments. Several solutions exist …
and orchestrate efficiently the multitude of network environments. Several solutions exist …
RLVNA: a Platform for Experimenting with Virtual Networks Adaptations over Public Testbeds
Network emulators and simulation environments traditionally support computer networking
and distributed system research. The continued use of multiple approaches highlights both …
and distributed system research. The continued use of multiple approaches highlights both …
A Collaborative and Distributed Learning-Based Solution to Autonomously Plan Computer Networks
The high programmability provided by Software Defined Networking (SDN) paradigm
facilitated the integration of Machine Learning (ML) methods to design a new family of …
facilitated the integration of Machine Learning (ML) methods to design a new family of …
Towards Autonomous Computer Networks in Support of Critical Systems
A recent trend dictating evolution of management and orchestration of computer networks is
constituted by the softwarization and virtualization of them, which have drastically simplified …
constituted by the softwarization and virtualization of them, which have drastically simplified …
Guest Editors' Introduction: Special Section on Design and Management of Reliable Communication Networks
This special section features the latest research contributions regarding the design and
management of reliable networks. Reliability of communication infrastructure is a top priority …
management of reliable networks. Reliability of communication infrastructure is a top priority …