Multi-unit continuous double auction based resource allocation method

Lan, Youwen; Tong, Weiqin; Liu, Zongheng; Hou, Yan

doi:10.1109/icicip.2012.6391559

Cited by 8 publications

(4 citation statements)

References 11 publications

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“…Za alokaciju resursa i određivanje odgovarajućeg tarifnog mehanizma može se primeniti dvostruka kontinualna aukcija sa više objekata [13]. Takav mehanizam dvostruke aukcije sastoji se od tri agenta: korisnika, cloud provajdera i aukcionara, kao što je prikazano na slici 1.…”

Section: Primena Dvostrukih Aukcijaunclassified

“…Određivanje vrednosti ponude od strane agenta korisnika i vrednosti zahteva od strane cloud provajdera od velikog su značaja. U [13] predlaže se odgovarajuća strategija tarifiranja za vrednosti ponuda korisnika i vrednosti zahteva cloud provajdera, kao i strategija njihovog povezivanja. U svakoj jedinici vremena agenti korisnika mogu odrediti vrednosti ponuda za određenu vrstu resursa na osnovu dva parametra: raspoloživih resursa i preostalog vremena za opsluživanje.…”

Section: Primena Dvostrukih Aukcijaunclassified

“…Agent cloud provajdera ima za cilj ostvarivanje što većeg profita, te stoga iznajmljije svoje resurse po što većoj ceni. U modelu predloženom u [13], pretpostavlja se da je inicijalno iskorišćenje resursa jednaku nuli a da je vrednost zahteva cloud provajdra jednaka ceni rezervacije resursa. Vrednost zahteva raste kako raste iskorišćenost resursa, što je korisno za opterećenje cloud sistema.…”

Section: Primena Dvostrukih Aukcijaunclassified

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Overview of the auction mechanisms for pricing and allocation of the cloud provider’s resources

Mikavica¹,

Kostic-Ljubisavljevic²,

Djogatovic-Radonjic³

2017

Tehnika

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Intenzivan razvoj cloud computing-a uslovljava unapređivanje odgovarajućih mehanizama za tarifiranje i alokaciju resursa cloud provajdera. Imajući u vidu karakteristike cloud resursa i činjenicu da tražnja za pristup cloud resursima nije uniformna, neophodno je primenjivati dinamičke mehanizme za alokaciju i tarifiranje resursa. Ciljevi dinamičkih mehanizama su optimizacija iskorišćenja resursa i maksimiziranje prihoda cloud provajdera, kao i minimiziranje cena koju plaćaju korisnici cloud resursa. Pokazalo se da neki modeli aukcija mogu biti vrlo efikasni s obzirom da se na taj način resursi dodeljuju korisnicima koji ih najviše vrednuju a cene se određuju u skladu sa uslovima ponude i tražnje. Najveću primenu u alokaciji i tarifiranju resursa cloud provajdera imaju kombinatorne aukcije, dvostruke aukcije i njihova kombinacija. U ovom radu je dat pregled nekih predloženih modela ovih vrsta aukcija.

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Section: Primena Dvostrukih Aukcijaunclassified

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Overview of the auction mechanisms for pricing and allocation of the cloud provider’s resources

Mikavica¹,

Kostic-Ljubisavljevic²,

Djogatovic-Radonjic³

2017

Tehnika

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“…Danak et al presented a repeated auction-based allocation protocol and a utility-maximizing bidding algorithm to improve the long-term profits of the grid users [2], but they didn't consider the fraud behavior in the market mechanism. Lan et al proposed a multi-unit Continuous Double Auction (CDA) and got a reasonable resource allocation scheme to ensure fairness between users [3], but they didn't consider the fraud behavior of the users. Tan et al proposed a novel Stable Continuous Double Auction (SCDA) mechanism which effectively reduced the instable factors of CDA and brought good economic returns [4], but the mechanism was weak in the consideration of the malicious bidding behavior of users.…”

Section: Introductionmentioning

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A Cloud Resource Allocation Mechanism Based on Mean-Variance Optimization and Double Multi-Attribution Auction

Gao

Wang

Huang

2013

Lecture Notes in Computer Science

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Abstract. As a new kind of commercial model, cloud computing can integrate various kinds of resources in the network. Resource providers offer these resources to users in the form of service and receive corresponding profits. To make more rational use of the cloud resources, an effective mechanism is necessary for allocating the resources. In this paper, the price attribution and non-price attributions of both traders are analyzed. The support vector machine algorithm is utilized to predict the price, further determining the quote and bid. Then, the BP neural network algorithm is used to transfer the non-price attributions to the quality index. Finally, to maximize the total satisfaction of resource providers and resource consumers, the mean-variance optimization algorithm is adopted to obtain the optimized cloud resource allocation scheme. Simulation results have shown that the proposed mechanism is feasible and effective.

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A Survey and Future Vision of Double Auctions-Based Autonomous Cloud Service Negotiations

Adnan¹,

Hassan²,

Aziz³

et al. 2018

Advances in Intelligent Systems and Computing

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Multi-unit continuous double auction based resource allocation method

Cited by 8 publications

References 11 publications

Overview of the auction mechanisms for pricing and allocation of the cloud provider’s resources

Overview of the auction mechanisms for pricing and allocation of the cloud provider’s resources

A Cloud Resource Allocation Mechanism Based on Mean-Variance Optimization and Double Multi-Attribution Auction

A Survey and Future Vision of Double Auctions-Based Autonomous Cloud Service Negotiations

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