Digital Library of Zielona Góra contains 9 272 digital objects
Object
Title: An ANN-based scalable hashing algorithm for computational clouds with schedulers
Contributor:
Kusy, Maciej - ed. ; Scherer, Rafał - ed. ; Krzyżak, Adam - ed.
Subtitle:
Group publication title:
Abstract:
The significant benefits of cloud computing (CC) resulted in an explosion of their usage in the last several years. From the security perspective, CC systems have to offer solutions that fulfil international standards and regulations. In this paper, we propose a model for a hash function having a scalable output. The model is based on an artificial neural network trained to mimic the chaotic behaviour of the Mackey-Glass time series. This hashing method can be used for data integrity checking and digital signature generation. It enables constructing cryptographic services according to the user requirements and time constraints due to scalable output. ; Extensive simulation experiments are conduced to prove its cryptographic strength, including three tests: a bit prediction test, a series test, and a Hamming distance test. Additionally, flexible hashing function performance tests are run using the CloudSim simulator mimicking a cloud with a global scheduler to investigate the possibility of idle time consumption of virtual machines that may be spent on the scalable hashing protocol. The results obtained show that the proposed hashing method can be used for building light cryptographic protocols. It also enables incorporating the integrity checking algorithm that lowers the idle time of virtual machines during batch task processing.
Publisher:
Zielona Góra: Uniwersytet Zielonogórski
Resource Identifier:
DOI:
Pages:
Source:
AMCS, volume 31, number 4 (2021) ; click here to follow the link
Language:
License CC BY 4.0:
Rights:
Biblioteka Uniwersytetu Zielonogórskiego
Object collections:
- Repository > Faculties > Faculty of Computer, Electrical and Control Engineering
- Repository > Types of work > Articles
- Repository > Scientific journals and UZ publishing series > International Journal of Applied Mathematics and Computer Science (AMCS) > International Journal of Applied Mathematics and Computer Science (AMCS) (2021)
Last modified:
Jul 22, 2025
In our library since:
Jul 22, 2025
Number of object content hits:
17
All available object's versions:
https://zbc.uz.zgora.pl/repozytorium/publication/101414
Show description in RDF format:
Show description in OAI-PMH format:
-
-
-
-
-
-
-
International Journal of Applied Mathematics and Computer Science (AMCS), volume 31, number 1 (2021)
-
International Journal of Applied Mathematics and Computer Science (AMCS), volume 31, number 2 (2021)
-
International Journal of Applied Mathematics and Computer Science (AMCS), volume 31, number 3 (2021)
-
International Journal of Applied Mathematics and Computer Science (AMCS), volume 31, number 4 (2021)
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
| Edition name | Date |
|---|---|
| An ANN-based scalable hashing algorithm for computational clouds with schedulers | Jul 22, 2025 |
Objects Similar
Bouzaffour, Mohamed Nassraoui, Mohammed Jurczak, Paweł - red.
Szymczyk, Piotr Tomecka-Suchoń, Sylwia Szymczyk, Magdalena Iacono, Mauro - ed. Kołodziej, Joanna - ed.
Kartal, Serkan Oral, Mustafa Ozyildirim, Buse Melis Puig, Vicenç - ed. Sauter, Dominique - ed. Aubrun, Christophe - ed. Schulte, Horst - ed.
Khrouf, F. Tebassi, Hamid Yallese, M.A. Chaoui, Kamel Haddad, A. Jurczak, Paweł - red.
Zítek, Pavel Mánková, Renata Hlava, Jaroslav Korbicz, Józef (1951- ) - red. Patton, Ronald J. - red.
Płonka, Lesław Kuczyński, Tadeusz - red.
Piotrowska, Magdalena Korvel, Gražina Kostek, Bożena Ciszewski, Tomasz Czyżewski, Andrzej Kobusińska, Anna - ed. Hsu, Ching-Hsien - ed. Lin, Kwei-Jay - ed.
Huk, Maciej Korbicz, Józef (1951- ) - red. Uciński, Dariusz - red.
