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Supervised machine learning techniques for efficient network intrusion detection
(
Institute of Electrical and Electronics Engineers Inc.
, 2019 , Conference Paper)
Cloud computing is gaining significant traction and virtualized data centers are becoming popular as a cost-effective infrastructure in telecommunication industry. Infrastructure as a Service (IaaS), Platform as a Service ...
Collaborative joint caching and transcoding in mobile edge networks
(
Academic Press
, 2019 , Article)
Video streaming has become a leading consumer of network resources in the last decade. Despite considerable developments, video content providers still face major challenges, which include minimizing data transfer from ...
Efficient EEG mobile edge computing and optimal resource allocation for smart health applications
(
Institute of Electrical and Electronics Engineers Inc.
, 2019 , Conference Paper)
In the past few years, a rapid increase in the number of patients requiring constant monitoring, which inspires researchers to develop intelligent and sustainable remote smart healthcare services. However, the transmission ...
Important complexity reduction of random forest in multi-classification problem
(
Institute of Electrical and Electronics Engineers Inc.
, 2019 , Conference Paper)
Algorithm complexity in machine learning problems has been a real concern especially with large-scaled systems. By increasing data dimensionality, a particular emphasis is placed on designing computationally efficient ...
CE-D2D: Dual framework chunks caching and offloading in collaborative edge networks with D2D communication
(
Institute of Electrical and Electronics Engineers Inc.
, 2019 , Conference Paper)
The advancement of technology has pushed the cloud computing capabilities to the edge networks, paving the way for network operators and multimedia service providers to leverage video caching and transcoding to the Mobile ...
A survey on recent approaches in intrusion detection system in IoTs
(
Institute of Electrical and Electronics Engineers Inc.
, 2019 , Conference Paper)
Internet of Things (IoTs) are Internet-connected devices that integrate physical objects and internet in diverse areas of life like industries, home automation, hospitals and environment monitoring. Although IoTs ease daily ...
Fault and performance management in multi-cloud based NFV using shallow and deep predictive structures
(
Institute of Electrical and Electronics Engineers Inc.
, 2017 , Conference Paper)
Deployment of Network Function Virtualization (NFV) over multiple clouds accentuates its advantages like flexibility of virtualization, proximity to customers and lower total cost of operation. However, NFV over multiple ...
COLAP: A predictive framework for service function chain placement in a multi-cloud environment
(
Institute of Electrical and Electronics Engineers Inc.
, 2017 , Conference Paper)
Network function virtualization (NFV) over multi-cloud promises network service providers amazing flexibility in service deployment and optimizing cost. Telecommunications applications are, however, sensitive to performance ...
RL-OPRA: Reinforcement Learning for Online and Proactive Resource Allocation of crowdsourced live videos
(
Elsevier
, 2020 , Article)
© 2020 Elsevier B.V. With the advancement of rich media generating devices, the proliferation of live Content Providers (CP), and the availability of convenient internet access, crowdsourced live streaming services have ...
A survey on service function chaining
(
Academic Press
, 2016 , Article)
Cloud computing is gaining significant attention and virtualized datacenters are becoming popular as a cost-effective infrastructure. The network services are transitioning from a host-centric to a data-centric model moving ...