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CHALLENGES OF USING LIVE PROCESS MIGRATION IN DISTRIBUTED EXASCALE SYSTEMS 在分布式百亿亿级系统中使用实时进程迁移的挑战
Azerbaijan Journal of High Performance Computing Pub Date : 2020-12-29 DOI: 10.32010/26166127.2020.3.2.151.163
Zeinab Sohrabi, Ehsan Mousavi Khaneghah
{"title":"CHALLENGES OF USING LIVE PROCESS MIGRATION IN DISTRIBUTED EXASCALE SYSTEMS","authors":"Zeinab Sohrabi, Ehsan Mousavi Khaneghah","doi":"10.32010/26166127.2020.3.2.151.163","DOIUrl":"https://doi.org/10.32010/26166127.2020.3.2.151.163","url":null,"abstract":"Virtual machine-based process migrator mechanisms have the potential to be used in distributed exascale systems due to their ability to execute process execution and support environments with the heterogenous of the computational unit. The ability to reduce process suspension time and use the concept of live process migrator makes it possible to use this mechanism to transfer processes in distributed exascale systems to prevent related process activity failure. The performance function of a virtual machine-based process migrator mechanism cannot manage dynamic and interactive events and the effects of this event on the mechanism operation and the change in the basic concept of system activity from the concept of the process to the concept of global activity. This paper examines the challenges of dynamic and interactive event occurrence on virtual machine-based process migrators by analyzing VM-based migrator's performance function","PeriodicalId":275688,"journal":{"name":"Azerbaijan Journal of High Performance Computing","volume":"56 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2020-12-29","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"123871100","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 1
A STUDY OF THE EFFECT OF THE PARAMETERS FOR OPTIMIZING PROFIT USING SIMULATED ANNEALING TO SOLVE SHELF SPACE ALLOCATION PROBLEM 用模拟退火方法研究了利润优化参数对货架空间分配问题的影响
Azerbaijan Journal of High Performance Computing Pub Date : 2020-12-29 DOI: 10.32010/26166127.2020.3.2.255.268
Romit S. Beed, Ankita Sarkar, R. Sinha, Deboshruti Dasgupta
{"title":"A STUDY OF THE EFFECT OF THE PARAMETERS FOR OPTIMIZING PROFIT USING SIMULATED ANNEALING TO SOLVE SHELF SPACE ALLOCATION PROBLEM","authors":"Romit S. Beed, Ankita Sarkar, R. Sinha, Deboshruti Dasgupta","doi":"10.32010/26166127.2020.3.2.255.268","DOIUrl":"https://doi.org/10.32010/26166127.2020.3.2.255.268","url":null,"abstract":"Shelf space allocation has always remained a crucial issue for any retail store, as space is a limited resource. This work proposes a model that uses a hyper-heuristic approach to allocate products on shelves to maximize the retailer's profit. This work has concentrated on providing a solution specifically for a consumer packaged goods store. There exist multiple conflicting objectives and constraints which influence the profit. The consequence is a non-linear programming model having a complex objective function, which is solved by using multiple neighborhood approaches using simulated annealing as simulated annealing is a useful tool for solving complex combinatorial optimization problems. Detailed analysis of the proposed technique of using annealing and reheating has revealed the effectiveness in profit maximization in the shelf space allocation problem. Various simulated annealing parameters have been studied in this paper, which provides optimum values for maximizing profit.","PeriodicalId":275688,"journal":{"name":"Azerbaijan Journal of High Performance Computing","volume":"29 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2020-12-29","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"126508528","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
AUTOMATICS NUMBER PLATE RECOGNITION USING CONVOLUTION NEURAL NETWORK 基于卷积神经网络的车牌自动识别
Azerbaijan Journal of High Performance Computing Pub Date : 2020-12-29 DOI: 10.32010/26166127.2020.3.2.234.244
S. Roy
{"title":"AUTOMATICS NUMBER PLATE RECOGNITION USING CONVOLUTION NEURAL NETWORK","authors":"S. Roy","doi":"10.32010/26166127.2020.3.2.234.244","DOIUrl":"https://doi.org/10.32010/26166127.2020.3.2.234.244","url":null,"abstract":"In the last few years, Automatic Number Plate Recognition (ANPR) systems have become widely used for security, safety, and also commercial aspects such as parking control access, and legal steps for the red light violation, highway speed detection, and stolen vehicle detection. The license plate of any vehicle contains a number of numeric characters recognized by the computer. Each country in the world has specific characteristics of the license plate. Due to rapid development in the information system field, the previous manual license plate number writing process in the database is replaced by special intelligent device in a real-time environment. Several approaches and techniques are exploited to achieve better systems accuracy and real-time execution. It is a process of recognizing number plates using Optical Character Recognition (OCR) on images. This paper proposes a deep learning-based approach to detect and identify the Indian number plate automatically. It is based on new computer vision algorithms of both number plate detection and character segmentation. The training needs several images to obtain greater accuracy. Initially, we have developed a training set database by training different segmented characters. Several tests were done by varying the Epoch value to observe the change of accuracy. The accuracy is more than 95% that presents an acceptable value compared to related works, which is quite satisfactory and recognizes the blurred number plate.","PeriodicalId":275688,"journal":{"name":"Azerbaijan Journal of High Performance Computing","volume":"5 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2020-12-29","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"134014564","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 2
CHALLENGES OF USING BIG DATA IN DISTRIBUTED EXASCALE SYSTEMS 在分布式百亿亿级系统中使用大数据的挑战
Azerbaijan Journal of High Performance Computing Pub Date : 2020-12-29 DOI: 10.32010/26166127.2020.3.2.245.254
Firuza Tahmazli-Khaligova, Azerbaijan State Oil
{"title":"CHALLENGES OF USING BIG DATA IN DISTRIBUTED EXASCALE SYSTEMS","authors":"Firuza Tahmazli-Khaligova, Azerbaijan State Oil","doi":"10.32010/26166127.2020.3.2.245.254","DOIUrl":"https://doi.org/10.32010/26166127.2020.3.2.245.254","url":null,"abstract":"In a traditional High Performance Computing system, it is possible to process a huge data volume. The nature of events in classic High Performance computing is static. However, distributed exascale system has a different nature. The processing big data in a distributed exascale system evokes a new challenge. The dynamic and interactive character of a distributed exascale system changes process’s status and system elements. This paper discusses the challenge of the big data attributes: volume, velocity, variety; how they influence distributed exascale system dynamic and interactive nature. While investigating the effect of the dynamic and interactive nature of exascale systems in computing big data, this research suggests the Markov chains model. This model constructs the transition matrix, which identifies system status and memory sharing. It lets us analyze convergence of the two systems. As a result both systems are explored by the influence of each other.","PeriodicalId":275688,"journal":{"name":"Azerbaijan Journal of High Performance Computing","volume":"25 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2020-12-29","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"128827318","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
CHALLENGES OF INFLUENCE DYNAMIC AND INTERACTIVE EVENTS ON RESOURCE DISCOVERY FUNCTIONALITY OUTSIDE OF DISTRIBUTED EXASCALE SYSTEMS 在分布式百亿亿级系统之外影响动态和交互事件对资源发现功能的挑战
Azerbaijan Journal of High Performance Computing Pub Date : 2020-12-29 DOI: 10.32010/26166127.2020.3.2.164.180
Ehsan Mousavi Khaneghah, A. R. Aliev
{"title":"CHALLENGES OF INFLUENCE DYNAMIC AND INTERACTIVE EVENTS ON RESOURCE DISCOVERY FUNCTIONALITY OUTSIDE OF DISTRIBUTED EXASCALE SYSTEMS","authors":"Ehsan Mousavi Khaneghah, A. R. Aliev","doi":"10.32010/26166127.2020.3.2.164.180","DOIUrl":"https://doi.org/10.32010/26166127.2020.3.2.164.180","url":null,"abstract":"The resource discovery in Exascale systems should support the occurrence of dynamic nature in each stakeholder's elements in the resource discovery process. The occurrence of dynamic and interactive nature in the accountable computational element creates challenges in executing the activities related to resource discovery, such as the continuation of the response to the request, granting access rights, and the resource allocation to the process. In the case of a lack of management and dynamic and interactive event control in the accountable computational element, the process of activities related to the resource discovery will fail. In this paper, we first examine the concept function of resource discovery in the accountable computational element. Then, to analyze the effects of occurrence, dynamic, and interactive event effects on resource discovery function in the accountable computational element are discussed. The purpose of this paper is to analyze the use of the traditional resource discovery in the Exascale distributed systems and investigate the factors that should be considered in the function of resource discovery management to have the possibility of application in the Exascale distributed system.","PeriodicalId":275688,"journal":{"name":"Azerbaijan Journal of High Performance Computing","volume":"45 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2020-12-29","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"124948868","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 2
SYNTHESIS OF ZONAL CONTROL OF LUMPED SOURCES FOR THE HEAT CONDUCTION PROCESS 热传导过程集总源分区控制的综合
Azerbaijan Journal of High Performance Computing Pub Date : 2020-12-29 DOI: 10.32010/26166127.2020.3.2.207.222
S. Kuliev, Azerbaijan State Oil
{"title":"SYNTHESIS OF ZONAL CONTROL OF LUMPED SOURCES FOR THE HEAT CONDUCTION PROCESS","authors":"S. Kuliev, Azerbaijan State Oil","doi":"10.32010/26166127.2020.3.2.207.222","DOIUrl":"https://doi.org/10.32010/26166127.2020.3.2.207.222","url":null,"abstract":"The paper studies the problem of synthesis of control of lumped sources for an object with distributed parameters based on discrete observation of the phase state at specific object points. We propose an approach in which the whole phase space at the observed points is preliminarily divided in some way into given subsets (zones). The synthesized controls are selected from the class of piecewise-constant functions, and their current values are determined by a subset of the phase space containing the population of current states of the object at the observed points, at which controls take constant values. Such synthesized controls are called zonal. We give a numerical technique for obtaining optimal values of zonal controls using efficient first-order optimization methods. To this purpose, we derive formulas for the gradient of the objective function in the space of zonal controls.","PeriodicalId":275688,"journal":{"name":"Azerbaijan Journal of High Performance Computing","volume":"12 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2020-12-29","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"122124821","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 1
INTRUSION DETECTION FRAMEWORK FOR GEO-SENSOR NETWORK 地理传感器网络入侵检测框架
Azerbaijan Journal of High Performance Computing Pub Date : 2020-12-29 DOI: 10.32010/26166127.2020.3.2.181.189
T. Bhattasali
{"title":"INTRUSION DETECTION FRAMEWORK FOR GEO-SENSOR NETWORK","authors":"T. Bhattasali","doi":"10.32010/26166127.2020.3.2.181.189","DOIUrl":"https://doi.org/10.32010/26166127.2020.3.2.181.189","url":null,"abstract":"Wireless Geo-Sensor Network (GEONET) is suitable for critical applications in hostile environments due to its flexibility in deployment. However, low power geo-sensor nodes are easily compromised by security threats like battery exhaustion attacks, which may give rise to unavoidable circumstances. In this type of attack, the intruder forcefully resists legitimate sensor nodes from going into a low-power sleep state. So that compromised sensor nodes' battery power is drained out, and they stop working. Due to sensor nodes' limited capability, it is complicated to prevent a sensor node from this type of attack, which appears as innocent interaction. This paper proposes a secure GEONET model (SEGNET) based on a dynamic load distribution mechanism for a heterogeneous environment. It implements a hybrid detection approach using three modules for anomaly detection, intrusion confirmation, and decision making to reduce the probability of false detection.","PeriodicalId":275688,"journal":{"name":"Azerbaijan Journal of High Performance Computing","volume":"40 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2020-12-29","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"128563065","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 1
A SECURITY MODEL BASED ON BLOCKCHAIN SMART CONTRACTS FOR IMPROVE AUTHENTICATION ON THE INTERNET OF THINGS 一种基于区块链智能合约的安全模型，用于改进物联网的身份验证
Azerbaijan Journal of High Performance Computing Pub Date : 2020-06-30 DOI: 10.32010/26166127.2020.3.1.3.14
Mohammad Saeid Safaei, Shamsollah Ghanbari, Zhanat Umarova, Zhalgasbek Iztayev
{"title":"A SECURITY MODEL BASED ON BLOCKCHAIN SMART CONTRACTS FOR IMPROVE AUTHENTICATION ON THE INTERNET OF THINGS","authors":"Mohammad Saeid Safaei, Shamsollah Ghanbari, Zhanat Umarova, Zhalgasbek Iztayev","doi":"10.32010/26166127.2020.3.1.3.14","DOIUrl":"https://doi.org/10.32010/26166127.2020.3.1.3.14","url":null,"abstract":"The internet has been developed for the first time in 1999 by Kevin Ashton, based on statistics published by research and research institute IDC as one of the highest - earning projects since 2006. One of the most important issues on the internet research indicates that the architecture of the internet has a three - layer model.This study presents a five - layer model for the internet by analyzing the proposed model, and by analyzing and examining the proposed model, the proposed model will provide a secure authentication service relative to the three layer models in order to improve the resistance against external intervention as well as Distributed confidentiality. The results of this study show that the blockchain - based method for increasing privacy security and capability of control will be a practical solution to the issue of internet security.","PeriodicalId":275688,"journal":{"name":"Azerbaijan Journal of High Performance Computing","volume":"9 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2020-06-30","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"134645615","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 2
CHALLENGES OF USING UNSTRUCTURED P2P SYSTEMS TO SUPPORT DISTRIBUTED EXASCALE COMPUTING 使用非结构化p2p系统支持分布式百亿亿次计算的挑战
Azerbaijan Journal of High Performance Computing Pub Date : 2019-06-30 DOI: 10.32010/26166127.2019.2.1.3.6
Zohreh Esmaeili Bidhendi, Pouria Fakhri, Ehsan Mousavi Khaneghah
{"title":"CHALLENGES OF USING UNSTRUCTURED P2P SYSTEMS TO SUPPORT DISTRIBUTED EXASCALE COMPUTING","authors":"Zohreh Esmaeili Bidhendi, Pouria Fakhri, Ehsan Mousavi Khaneghah","doi":"10.32010/26166127.2019.2.1.3.6","DOIUrl":"https://doi.org/10.32010/26166127.2019.2.1.3.6","url":null,"abstract":"The formation of dynamic and interactive events in distributed Exascale systems makes it impossible to use pre-defined response structures to manage the requirements of scientific applications. The nature of the dynamic and interactive events is such that there is a need for scalability and creating new structures to meet the processes’ requirements. In unstructured P2P systems, resource discovery activity and responding the process requests are normally based on the absence of a specific and pre-defined structure. Emphasizing the concept of the lack of a response structure in distributed Exascale and unstructured P2P systems, this paper tends to address the challenges of employing the manager of these types of systems in distributed Exascale systems.","PeriodicalId":275688,"journal":{"name":"Azerbaijan Journal of High Performance Computing","volume":"25 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2019-06-30","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"128086785","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 2
PRIORITY-AWARE JOB SCHEDULING ALGORITHM IN CLOUD COMPUTING: A MULTI-CRITERIA APPROACH 云计算中的优先级感知作业调度算法:一种多准则方法
Azerbaijan Journal of High Performance Computing Pub Date : 2019-06-30 DOI: 10.32010/26166127.2019.2.1.29.38
Shamsollah Ghanbari
{"title":"PRIORITY-AWARE JOB SCHEDULING ALGORITHM IN CLOUD COMPUTING: A MULTI-CRITERIA APPROACH","authors":"Shamsollah Ghanbari","doi":"10.32010/26166127.2019.2.1.29.38","DOIUrl":"https://doi.org/10.32010/26166127.2019.2.1.29.38","url":null,"abstract":"Job scheduling is one of the most problematic theoretical issues in the area of cloud computing. The existing scheduling methods attempt to consider only a few criteria of scheduling without covering other sufficient criteria. Since, cloud computing faces a large scale resource for allocating to a large number of jobs, due to optimizing the users’ requirements; therefore, a suitable cloud-based job scheduling method must satisfy a wide range of criteria. Besides, in cloud computing, the jobs come with different priorities. Thus, in the cloud environment, a suitable job scheduling algorithm should be able to combine several priorities. This paper proposes a new multi-criteria priority-aware job scheduling algorithm in cloud computing. Experimental results indicate that the proposed method is able to consider different criteria for scheduling.","PeriodicalId":275688,"journal":{"name":"Azerbaijan Journal of High Performance Computing","volume":"20 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2019-06-30","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"124469637","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 4
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