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Towards Quantum Computing Algorithms for Datacenter Workload Predictions

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What this work says

Outgoing claims: the papers this work cites, builds on, or argues with.

inferredcites →https://doi.org/10.1007/3-540-31182-3_55openalex-snapshot
A Feedforward Neural Network based on Multi-Valued Neurons
inferredcites →https://doi.org/10.1007/978-3-319-47474-8_18openalex-snapshot
Online Workload Forecasting
inferredcites →https://doi.org/10.1007/978-3-642-27632-3openalex-snapshot
Complex-Valued Neural Networks
inferredcites →https://doi.org/10.1007/s00500-006-0075-5openalex-snapshot
Multilayer Feedforward Neural Network Based on Multi-valued Neurons (MLMVN) and a Backpropagation Learning Algorithm
inferredcites →https://doi.org/10.1007/s00521-004-0446-8openalex-snapshot
Qubit neural network and its learning efficiency
inferredcites →https://doi.org/10.1007/s11227-014-1097-xopenalex-snapshot
A new method based on PSR and EA-GMDH for host load prediction in cloud computing system
inferredcites →https://doi.org/10.1007/s11227-015-1426-8openalex-snapshot
Multi-step-ahead host load prediction using autoencoder and echo state networks in cloud computing
inferredcites →https://doi.org/10.1007/s11227-017-2044-4openalex-snapshot
Host load prediction with long short-term memory in cloud computing
inferredcites →https://doi.org/10.1016/j.neucom.2015.06.092openalex-snapshot
Multilayer Neural Network with Multi-Valued Neurons in time series forecasting of oil production
inferredcites →https://doi.org/10.1080/17445760.2010.481786openalex-snapshot
Improving accuracy of host load predictions on computational grids by artificial neural networks
inferredcites →https://doi.org/10.1109/ccgrid.2004.1336711openalex-snapshot
Extended forecast of cpu and network load on computational grid
inferredcites →https://doi.org/10.1109/cloud.2014.76openalex-snapshot
Workload Prediction of Virtual Machines for Harnessing Data Center Resources
inferredcites →https://doi.org/10.1109/cnna.1992.274330openalex-snapshot
CNN based on multi-valued neuron as a model of associative memory for grey scale images
inferredcites →https://doi.org/10.1109/cnsm.2010.5691343openalex-snapshot
PRESS: PRedictive Elastic ReSource Scaling for cloud systems
inferredcites →https://doi.org/10.1109/grid.2007.4354138openalex-snapshot
Load prediction using hybrid model for computational grid
inferredcites →https://doi.org/10.1109/sc.2012.68openalex-snapshot
Host load prediction in a Google compute cloud with a Bayesian model
inferredcites →https://doi.org/10.1145/2656075.2656095openalex-snapshot
Prediction and control of bursty cloud workloads
inferredcites →https://doi.org/10.1155/1999/386856openalex-snapshot
The Statistical Properties of Host Load

What points at this work

Incoming claims: where this work appears in other papers’ reference lists and arguments.

inferred← citeshttps://doi.org/10.1002/spe.3157openalex-snapshot
Journey from cloud of things to fog of things: Survey, new trends, and research directions
inferred← citeshttps://doi.org/10.1039/d2nr05610kopenalex-snapshot
Silicon photonics interfaced with microelectronics for integrated photonic quantum technologies: a new era in advanced quantum computers and quantum communications?
inferred← citeshttps://doi.org/10.1109/access.2019.2905634openalex-snapshot
Large-Scale Computing Systems Workload Prediction Using Parallel Improved LSTM Neural Network
inferred← citeshttps://doi.org/10.1109/dsmp.2018.8478443openalex-snapshot
Cloud Datacenter Workload Prediction Using Complex-Valued Neural Networks
inferred← citeshttps://doi.org/10.1109/icstcee49637.2020.9276944openalex-snapshot
Improving elasticity in cloud with predictive algorithms
inferred← citeshttps://doi.org/10.1109/iscv60512.2024.10620113openalex-snapshot
Long Short-Term Memory Networks for Server Workload Prediction
inferred← citeshttps://doi.org/10.1111/exsy.12880openalex-snapshot
Assessment of the comparative efficiency of software‐based Boolean, electronic, software‐based fractional value and simplified quantum principal expert systems
inferred← citeshttps://doi.org/10.15439/2020f213openalex-snapshot
Deep Bi-Directional LSTM Networks for Device Workload Forecasting
inferred← citeshttps://doi.org/10.24843/mite.2021.v20i01.p18openalex-snapshot
Peramalan Nilai Tukar Rupiah Terhadap Mata Uang Negara Asia Menggunakan Metode Quantum Neural Network
inferred← citeshttps://doi.org/10.4018/979-8-2600-4398-1.ch001openalex-snapshot
Building Trust in Smart Cities
inferred← citeshttps://doi.org/10.48550/arxiv.2106.11341openalex-snapshot
Consideration of the Need for Quantum Grid Computing
inferred← citeshttps://doi.org/10.48550/arxiv.2106.15112openalex-snapshot
workload forecasting and resource management models based on machine learning for cloud computing environments
inferred← citeshttps://doi.org/10.70675/3354343ez4624z4c15zba3dz2279f99d60d0openalex-snapshot
Μachine learning et techniques d'optimisatiοn pοur améliοrer l'efficacité énergétique des centres de dοnnées
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