RRNS Base Extension Error-Correcting Code for Performance Optimization of Scalable Reliable Distributed Cloud Data Storage

Babenko, Mikhail; Tchernykh, Andrei; Pulido-Gaytán, Bernardo; Cortés-Mendoza, Jorge M.; Shiryaev, Egor; Golimblevskaia, Elena; Avetisyan, Arutyun; Nesmachnow, Sergio

doi:10.1109/ipdpsw52791.2021.00087

Cited by 13 publications

(8 citation statements)

References 24 publications

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“…The RNS has various properties to improve reliability and fault tolerance; in addition, due to natural parallelism and the independence of residuals, the RNS is effectively implemented in distributed systems. The RNS also has self-correcting properties [62][63][64][65], which improves the system resiliency. The RNS has many applications, both for reliability and fault tolerance and for security, which is discussed later.…”

Section: Fault Tolerance and Redundancymentioning

confidence: 99%

Reliablity and Security for Fog Computing Systems

Shiriaev,

Ermakova,

Bezuglova

et al. 2024

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Fog computing (FC) is a distributed architecture in which computing resources and services are placed on edge devices closer to data sources. This enables more efficient data processing, shorter latency times, and better performance. Fog computing was shown to be a promising solution for addressing the new computing requirements. However, there are still many challenges to overcome to utilize this new computing paradigm, in particular, reliability and security. Following this need, a systematic literature review was conducted to create a list of requirements. As a result, the following four key requirements were formulated: (1) low latency and response times; (2) scalability and resource management; (3) fault tolerance and redundancy; and (4) privacy and security. Low delay and response can be achieved through edge caching, edge real-time analyses and decision making, and mobile edge computing. Scalability and resource management can be enabled by edge federation, virtualization and containerization, and edge resource discovery and orchestration. Fault tolerance and redundancy can be enabled by backup and recovery mechanisms, data replication strategies, and disaster recovery plans, with a residual number system (RNS) being a promising solution. Data security and data privacy are manifested in strong authentication and authorization mechanisms, access control and authorization management, with fully homomorphic encryption (FHE) and the secret sharing system (SSS) being of particular interest.

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Section: Fault Tolerance and Redundancymentioning

confidence: 99%

Reliablity and Security for Fog Computing Systems

Shiriaev,

Ermakova,

Bezuglova

et al. 2024

Information

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“…The ability to perform parallel computations with low-bit residues has been used to create specialized real-time computing devices, such as special processors for digital signal processing [53,54], digital filters [55][56][57], encryption systems [58], neural networks [59][60][61] and cloud data storage [62].…”

Section: Development Of An Imitation-resistant Zero-knowledge Authent...mentioning

confidence: 99%

Improvement of the Cybersecurity of the Satellite Internet of Vehicles through the Application of an Authentication Protocol Based on a Modular Error-Correction Code

Kalmykov,

Olenev,

Kononova

et al. 2024

WEVJ

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The integration of the Internet of Vehicles (IoV) and low-orbit satellite Internet not only increases the efficiency of traffic management but also contributes to the emergence of new cyberattacks. Spoofing interference occupies a special place among them. To prevent a rogue satellite from imposing unauthorized content on vehicle owners, a zero-knowledge authentication protocol (ZKAP) based on a modular polyalphabetic polynomial code (MPPC) was developed. The use of MPPC allowed for increasing the authentication speed of the satellite performing the role of RSU. As a result, a reduction in the time needed to guess the prover’s signal also reduces the probability of granting a rogue satellite the communication session and increases the imitation resistance of the satellite IoV. At the same time, the MPPC allows for improving the noise resistance of the ZKAP. An algorithm for calculating the control residuals for a noise-resistant MPPC was developed for this purpose, as well as an algorithm for correcting errors arising in the communication channel due to interference. Thus, the developed authentication protocol based on a noise-resistant modular code allows for simultaneously reducing the probabilities of the first-order and second-order errors, which leads to the increased cybersecurity of satellite IoV.

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“…For such a dynamic heterogeneous network, we propose the concept of parallel data transmission based on RRNS that divides data into smaller shares and transmits them in parallel. The self-correcting properties of RRNS can improve the reliability and fault tolerance of the entire system [ 13 , 14 , 15 , 16 ].…”

Section: Data Transmission In Iot Networkmentioning

confidence: 99%

“…It is worth noting that there are many well-developed methods for an efficient implementation of calculating the remainder of the division and converting numbers back from RRNS to a WNS. It makes this system suitable for use as the basics of a SSS [ 15 , 26 , 28 ].…”

Section: Residue Number System and Secret Sharingmentioning

confidence: 99%

DT-RRNS: Routing Protocol Design for Secure and Reliable Distributed Smart Sensors Communication Systems

Gladkov

Shiriaev

Tchernykh

et al. 2023

Sensors

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A smart city has a complex hierarchical communication system with various components. It must meet the requirements of fast connection, reliability, and security without data compromise. Internet of Things technology is widely used to provide connectivity and control solutions for smart sensors and other devices using heterogeneous networking technologies. In this paper, we propose a routing solution for Wireless Sensor Networks (WSN) and Mobile Ad hoc NETworks (MANET) with increasing speed, reliability, and sufficient security. Many routing protocols have been proposed for WSNs and MANETs. We combine the Secret Sharing Schemes (SSS) and Redundant Residual Number Systems (RRNS) to provide an efficient mechanism for a Distributed dynamic heterogeneous network Transmission (DT) with new security and reliability routing protocol (DT-RRNS). We analyze the concept of data transmission based on RRNS that divides data into smaller encoded shares and transmits them in parallel, protecting them from attacks on routes by adaptive multipath secured transmission and providing self-correcting properties that improve the reliability and fault tolerance of the entire system.

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RRNS Base Extension Error-Correcting Code for Performance Optimization of Scalable Reliable Distributed Cloud Data Storage

Cited by 13 publications

References 24 publications

Reliablity and Security for Fog Computing Systems

Reliablity and Security for Fog Computing Systems

Improvement of the Cybersecurity of the Satellite Internet of Vehicles through the Application of an Authentication Protocol Based on a Modular Error-Correction Code

DT-RRNS: Routing Protocol Design for Secure and Reliable Distributed Smart Sensors Communication Systems

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