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Cloud computing provides users with great flexibility when provisioning resources, with cloud providers offering a choice of reservation and on-demand purchasing options.
Jonathan Chase+3 more
openalex +3 more sources
Adaptive Federated Learning in Resource Constrained Edge Computing Systems [PDF]
Emerging technologies and applications including Internet of Things, social networking, and crowd-sourcing generate large amounts of data at the network edge.
Shiqiang Wang+6 more
semanticscholar +1 more source
Split Computing and Early Exiting for Deep Learning Applications: Survey and Research Challenges [PDF]
Mobile devices such as smartphones and autonomous vehicles increasingly rely on deep neural networks (DNNs) to execute complex inference tasks such as image classification and speech recognition, among others.
Yoshitomo Matsubara+2 more
semanticscholar +1 more source
Data mining is a set of methods used to mine hidden information from data. It mainly includes frequent pattern mining, sequential pattern mining, classification, and clustering.
Chun-Cheng Lin+5 more
doaj +1 more source
A Distributed Bandwidth Sharing Heuristic for Backup LSP Computation [PDF]
With the advent of MPLS, the restoration times of communications is decreased down to 50 ms by the use of preconfigured backup LSPs. To ensure there are enough resources after a failure, the backup LSPs must reserve the resources they need beforehand.
Saidi, Mohand Yazid+2 more
openaire +4 more sources
Plasmons and screening in finite-bandwidth 2D electron gas [PDF]
The dynamical and nonlocal dielectric function of a two-dimensional electron gas (2DEG) with finite energy bandwidth is computed within random-phase approximation. For large bandwidth, the plasmon dispersion has two separate branches at small and large momenta. The large momenta branch exhibits negative quasi-flat dispersion.
arxiv +1 more source
A Dual-Agent Approach for Coordinated Task Offloading and Resource Allocation in MEC
Multiaccess edge computing (MEC) is a novel distributed computing paradigm. In this paper, we investigate the challenges of task offloading scheduling, communication bandwidth, and edge server computing resource allocation for multiple user equipments ...
Jiadong Dong+5 more
doaj +1 more source
On the Arithmetic Complexity of the Bandwidth of Bandlimited Signals [PDF]
The bandwidth of a signal is an important physical property that is of relevance in many signal- and information-theoretic applications. In this paper we study questions related to the computability of the bandwidth of computable bandlimited signals.
arxiv
A Study on Impacts of RTT Inaccuracy on Dynamic Bandwidth Allocation in PON and Solution [PDF]
The circle travelling delay between OLT (Optical Line Terminal) and ONU (Optical Network Unit) is one of most important items in dynamic bandwidth allocation (DBA) algorithms in PON, called RTT (Round Trip Time). The RTT is taken into account when OLT assigns the start times for upstream bandwidth grants.
arxiv +1 more source
Large-Scale Reconfigurable Integrated Circuits for Wideband Analog Photonic Computing
Photonic integrated circuits (PICs) have been a research hotspot in recent years. Programmable PICs that have the advantages of versatility and reconfigurability that can realize multiple functions through a common structure have been especially popular.
Yuhan Yao+4 more
doaj +1 more source