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A fair cloud resource allocation using data envelopment analysis

Hsin-Hung Cho, Hao-Wen Li, Han-Chieh Chao, Chi-Yuan Chen, Timothy K. Shih
2014 10th International Conference on Heterogeneous Networking for Quality, Reliability, Security and Robustness  
In order to prevent such situation happened, we use the Data Envelopment Analysis (DEA) to solve the imbalance problem.  ...  The vendors must find out a win win method of resource allocation to meet users and itself. Therefore, the resource allocation of cloud computing has become one of hottest topics.  ...  Data Envelopment Analysis Data Envelopment Analysis(DEA) is a Pareto optimality according to some researches analysis of economics.  ... 
doi:10.1109/qshine.2014.6928656 dblp:conf/qshine/ChoCLSC14 fatcat:zipkef6lbbfexim7knb4dvitka

Enabling data analysis à la PROOF on the Italian ATLAS Tier-2s using PoD

Roberto Di Nardo, Gerardo Ganis, Elisabetta Vilucchi, Alberto Annovi, Mario Antonelli, Gianpaolo Carlino, Alessandro De Salvo, Alessandra Doria, Anar Manafov, Agnese Martini, Marianna Testa
2012 Journal of Physics, Conference Series  
We describe our experience using PROOF for data analysis on the Italian ATLAS-Tier2 in Frascati, Napoli and Roma1. To enable PROOF on the cluster we used PoD, Proofon-Demand.  ...  PoD is a set of tools designed to interact with any resource management system (RMS) to start the PROOF daemons.  ...  Analysis data formats The data formats used for analysis are AOD and D3PD.  ... 
doi:10.1088/1742-6596/396/3/032043 fatcat:ycxoggoplfcj3iporzcw27jscm

Table of Contents

2018 IEEE Transactions on Vehicular Technology  
Wu 12124 Distributed Resource Allocation and Computation Offloading in Fog and Cloud Networks With Non-Orthogonal Multiple Access . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . .  ...  Li 12061 High-Efficient Resource Allocation in Data Relay Satellite Systems With Users Behavior Coordination . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . .  ... 
doi:10.1109/tvt.2018.2879129 fatcat:kgtslgt3ujhgtf7jxu22lkvlqq

Labor Market Resource Allocation Optimization Based on Principal Component Analysis

Xiaojing Liu
2022 Journal of Mathematics  
Firstly, this paper collects and analyzes the data from 2011 to 2020, then screens out useful data, and predicts the relevant data of the three major industries in 2021 by the grey prediction method and  ...  As an endogenous mechanism affecting social and economic changes, the allocation of labor affects the overall efficiency and comprehensive level of economic development in a region.  ...  [16] also studied the fair allocation of resources using cloud computing. ey proposed a new dominant resource allocation mechanism with bottleneck fairness. e experiments showed that the proposed resource  ... 
doi:10.1155/2022/1478013 doaj:88f7907964ff44f49eaf34636c120c42 fatcat:y2jyvgg2wrcj3ktkaw7unw422i

Evaluation of Health Resource Allocation Efficiency Based on Data Envelopment Analysis 2014–2018 in Two Dimensions of Time-Region

Lina Liu, Wei Xu, Yixuan Su, Xv Zhou, Daqing Gong
2021 Discrete Dynamics in Nature and Society  
using data envelopment analysis.  ...  This paper evaluates the allocation of health resources in China from 2014 to 2018 in two dimensions: time and space by reviewing the China Health and Health Statistical Yearbook from 2014 to 2020, collecting  ...  relevant health data from 2014 to 2018 for data envelopment analysis, establishes a VRS-BCC (variable returns to scale) model to study our country's medical and health resources allocation in the said  ... 
doi:10.1155/2021/8273415 fatcat:wsar7pnsurd7hjswdkzh7fbh6m

Capacity-Fairness Trade-Off Using Coordinated Multi-Cell Processing

Virgile Garcia, Nikolai Lebedev, Jean-Marie Gorce
2011 2011 IEEE Vehicular Technology Conference (VTC Fall)  
The proposed criterion is used in combination with α-fair resource allocation to perform a joint double-objective optimization of fairness and efficiency.  ...  Multi-cell processing, also called Coordinated Multiple Point (CoMP), is a promising distributed technique that uses neighbour cells' antennas.  ...  , we use the α-fair allocation of resources among users, since it allows a practical and easily parametrisable allocation method (through the adaptation of α), straightforward for the desired tradeoff.  ... 
doi:10.1109/vetecf.2011.6093076 dblp:conf/vtc/GarciaLG11 fatcat:qkqscxypvfbjnenjadbd3ugwi4

A Survey on Blockchain Cloud Integration [article]

Soumik Sarker, Arnob Kumar Saha, Md Sadek Ferdous
2020 arXiv   pre-print
Cloud is an on-demand service paradigm facilitating the availability of shared resources for data storage and computation.  ...  For each service model, we review the existing works and present a comparative analysis so as to offer a clear and concise view in each category.  ...  A centralized entity called Federation service controls the resources and manages the process of stake determination, allocation & verification. Tosh et al.  ... 
arXiv:2012.02644v1 fatcat:ltuxd45vd5hipmemaf5u6sathm

Revisiting Energy and Governmental Funds Allocation in Pakistan: A Novel Zero-Sum Gain DEA Approach

Nadeem Iqbal, Qaiser Abbas, Mukhtiar Ali Erri, Dr. Shams ur Rehman
2021 Journal of business & tourism  
Based on balanced panel data from 2006 to 2016, this study develops a novel Zero-Sum Gain (ZSG) DEA approach to simultaneously assess energy efficiency levels and reallocate limited financial resources  ...  Results indicate that efficiency levels of Pakistan provinces range between 0.62 to 0.88, thus suggesting room for improvement in funding allocation.  ...  Literature Review on Resource Allocation DEA Models The traditional DEA -Data Envelopment Analysis -CCR model (Charnes, Cooper, and Rhodes 1978) is one of the non-parametric cornerstone methods used  ... 
doi:10.34260/jbt.v6i1.181 fatcat:mhu2gg3slvewnjrlnu3pxfz2hy

Resource Allocation Schemes for 5G Network: A Systematic Review

Muhammad Ayoub Kamal, Hafiz Wahab Raza, Muhammad Mansoor Alam, Mazliham Mohd Su'ud, Aznida binti Abu Bakar Sajak
2021 Sensors  
However, although a limited number of review papers have been written on resource distribution, no review papers have been written specifically on 5G resource allocation.  ...  Hence, this article analyzes the issue of resource allocation by classifying the various resource allocation schemes in 5G that have been reported in the literature and assessing their ability to enhance  ...  Search Criteria A systematic resource allocation analysis was completed using well-known research.  ... 
doi:10.3390/s21196588 pmid:34640908 fatcat:avkp7z74jrdifmpdn2iiebapaa

Papers by Title

2019 2019 IEEE International Conference on Consumer Electronics - Taiwan (ICCE-TW)  
Cloud-Network-Edge Architecture Envelope Modulator Design based on GaN Switching Buck Converter using Constant-on-Time Controller EODN: A Design of Intelligent Optical Distribution Network Management System  ...  Novel IoT Resource Discovery Algorithm Based on Latent Factor Model License Plate Recognition System Based on Deep Learning Lightweight Image De-raining for IoT-enabled Cameras Location-Fair Based mmWave  ... 
doi:10.1109/icce-tw46550.2019.8991721 fatcat:62376ymadzge3g5xomicr5tesq

Construction of a Medical Resource Sharing Mechanism Based on Blockchain Technology: Evidence from the Medical Resource Imbalance of China

Hu Liu, Yuxuan Liu
2021 Healthcare  
By using Kernel density estimation and Data envelopment analysis (DEA), it is found that the allocation and imbalance of medical resources in China are greatly different among regions, and the polarization  ...  The outbreak of the novel coronavirus pneumonia (COVID-19) in a short period of time exposed the problems existing in the allocation of medical resources and the response to major public health emergencies  ...  K(x) = 1 √ 2π exp − x 2 2 (2) Data Envelopment Analysis Model The purpose of a data envelopment analysis model is to evaluate the relative efficiency of each decision unit by using a mathematical programming  ... 
doi:10.3390/healthcare9010052 pmid:33418859 fatcat:ezjxvvcpnrc2pdxht2od6m4osm

Achieving cost-efficient, data-intensive computing in the cloud

Michael Conley, Amin Vahdat, George Porter
2015 Proceedings of the Sixth ACM Symposium on Cloud Computing - SoCC '15  
Since users pay for only the resources they use, these new resources have the potential to lower overall cost.  ...  As a result, provisioning for a large-scale cluster differs substantially from small-scale deployments.  ...  This project was supported by a donation from FusionIO.  ... 
doi:10.1145/2806777.2806781 dblp:conf/cloud/ConleyVP15 fatcat:tfphsj7yfjfrtdfsuukjgxgtci

Performance Isolation in Network and Computing Systems with Multiple Inputs

Jack Brassil
2012 Journal of Communications  
The growing use of virtualization technologies in settings such as multi-tenant compute and storage clouds challenges us to both specify and enforce the isolation of clients sharing network and compute  ...  Finally, we show how next generation resource allocators can be designed to preserve the isolation of clients by either routing newly arriving flows, or re-arrange existing flows.  ...  An envisioned resource allocation system uses isolation measures to assign a flow to a resource to minimize the newly arriving client's exposure to existing flows.  ... 
doi:10.4304/jcm.7.1.39-51 fatcat:sl5kocs2zndvnfi4jlmsrqrjpq

The only constant is change

Di Xie, Ning Ding, Y. Charlie Hu, Ramana Kompella
2012 Computer communication review  
Using large-scale simulations of cloud application workloads and prototype implementation running actual cloud applications, we show the new abstraction significantly increases the utilization of the entire  ...  simple VC models waste precious networking resources.  ...  Our model generation uses the enveloping technique ( §4.4) to tolerate small offsets among the traffic demand by different VMs of a job.  ... 
doi:10.1145/2377677.2377718 fatcat:xi56s6b67zgntluh5f5initkzq

The only constant is change

Di Xie, Ning Ding, Y. Charlie Hu, Ramana Kompella
2012 Proceedings of the ACM SIGCOMM 2012 conference on Applications, technologies, architectures, and protocols for computer communication - SIGCOMM '12  
Using large-scale simulations of cloud application workloads and prototype implementation running actual cloud applications, we show the new abstraction significantly increases the utilization of the entire  ...  simple VC models waste precious networking resources.  ...  Our model generation uses the enveloping technique ( §4.4) to tolerate small offsets among the traffic demand by different VMs of a job.  ... 
doi:10.1145/2342356.2342397 dblp:conf/sigcomm/XieDHK12 fatcat:qw3ijgs4pfg5tkprkpitswwzbi
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