Results 61 to 70 of about 1,696,641 (325)

Double Deep-Q Learning-Based Output Tracking of Probabilistic Boolean Control Networks

IEEE Access, 2020
In this article, a reinforcement learning (RL)-based scalable technique is presented to control the probabilistic Boolean control networks (PBCNs). In particular, a double deep-Q network (DDQN) approach is firstly proposed to address the output tracking ...
Antonio Acernese, Amol Yerudkar, Luigi Glielmo, Carmen Del Vecchio   +3 more
doaj   +1 more source

An H.264/AVC to SVC TemporalTranscoder in baseline profile: digest of technical papers [PDF]

, 2011
Scalable Video Coding provides temporal, spatial and quality scalability using layers within the encoded bitstream. This feature allows the encoded bitstream to be adapted to different devices and heterogeneous networks.
Cuenca, Pedro, De Cock, Jan, Garrido, Antonio, Garrido-Cantos, Rosario, Luis Martinez, José, Van de Walle, Rik, Van Leuven, Sebastiaan   +6 more
core   +2 more sources

Scaling Up Multi-Agent Reinforcement Learning: An Extensive Survey on Scalability Issues

IEEE Access
Multi-agent learning has made significant strides in recent years. Benefiting from deep learning, multi-agent deep reinforcement learning (MADRL) has transcended traditional limitations seen in tabular tasks, arousing tremendous research interest ...
Dingbang Liu, Fenghui Ren, Jun Yan, Guoxin Su, Wen Gu, Shohei Kato   +5 more
doaj   +1 more source

High-Efficiency Resource Allocation Scheme Introducing the Concept of Resource Sharing Paths in Industrial IoT

IEEE Access, 2023
Industrial IoT is a key field of the 4th Industrial Revolution and wireless network technology is essential to support strict industrial requirements. Industrial wireless networks have reliable and real-time data transmission as the main requirement, and
Dongyeong Seo, Kwansoo Jung, Hakgyun Roh, Sangdae Kim, Seungmin Oh   +4 more
doaj   +1 more source

Multi-loop quality scalability based on high efficiency video coding [PDF]

, 2012
Scalable video coding performance largely depends on the underlying single layer coding efficiency. In this paper, the quality scalability capabilities are evaluated on a base of the new High Efficiency Video Coding (HEVC) standard under development.
De Cock, Jan, Mrak, Marta, Van de Walle, Rik, Van Wallendael, Glenn   +3 more
core   +1 more source

Scalability versus Execution Time in Scalable Systems [PDF]

Journal of Parallel and Distributed Computing, 2002
zbMATH Open Web Interface contents unavailable due to conflicting licenses.
openaire   +3 more sources

Scalable self-stabilization [PDF]

Proceedings 19th IEEE International Conference on Distributed Computing Systems, 2002
zbMATH Open Web Interface contents unavailable due to conflicting licenses.
Xin He, Sukumar Ghosh
openaire   +3 more sources

Scalability in Visualization

IEEE Transactions on Visualization and Computer Graphics
We introduce a conceptual model for scalability designed for visualization research. With this model, we systematically analyze over 120 visualization publications from 1990-2020 to characterize the different notions of scalability in these works. While many papers have addressed scalability issues, our survey identifies a lack of consistency in the ...
Gaëlle Richer, Alexis Pister, Moataz Abdelaal, Jean-Daniel Fekete, Michael Sedlmair, Daniel Weiskopf   +5 more
openaire   +4 more sources

Botnets for Scalable Management [PDF]

, 2007
With an increasing number of devices that must be managed, the scalability of network and service management is a real challenge. A similar challenge seems to be solved by botnets which are the major security threats in today's Internet where a botmaster can control several thousands of computers around the world.
François, Jérôme, State, Radu, Festor, Olivier   +2 more
openaire   +3 more sources

Scalability using effects [PDF]

, 2013
This note is about using computational effects for scalability. With this method, the specification gets more and more complex while its semantics gets more and more correct.
Duval, Dominique
core   +1 more source