2022 IEEE 21st International Symposium on Network Computing and Applications (NCA)最新文献_第3页

Bi-objective optimization of availability and cost for cloud services 云服务可用性和成本的双目标优化

2022 IEEE 21st International Symposium on Network Computing and Applications (NCA) Pub Date : 2022-12-14 DOI: 10.1109/NCA57778.2022.10013618

André Bento, J. Soares, António Ferreira, J. Durães, Jose J. H. Ferreira, R. Carreira, Filipe Araújo, Raul Barbosa

{"title":"Bi-objective optimization of availability and cost for cloud services","authors":"André Bento, J. Soares, António Ferreira, J. Durães, Jose J. H. Ferreira, R. Carreira, Filipe Araújo, Raul Barbosa","doi":"10.1109/NCA57778.2022.10013618","DOIUrl":"https://doi.org/10.1109/NCA57778.2022.10013618","url":null,"abstract":"Cloud-based services are a current approach for developing large-scale applications with advantages such as flexibility, access to on-demand resources, and business agility. The overall application functionality results from complex interactions of many decoupled services, each having its operational specificity. Due to this complexity, the manual configuration of these systems is very arduous, error-prone and likely to impair the quality of service, leading to malfunctioning services, lowering availability and accruing costs. Identifying the optimal solution to simultaneously optimize availability and costs, whilst meeting service level objectives remains a challenge for professionals developing solutions using cloud services. This paper proposes a mathematical formulation of a bi-objective problem to identify the optimal set of solutions for the system configuration. Empirical evaluation of the proposed approach in a case study of a real industrial scenario results in an R-Squared of 0.85, an MSE of 0.021 and an optimization accuracy of 0.928. These methods can help practitioners to keep services at an optimum configuration enabling autonomic service operation, whilst improving availability and cost.","PeriodicalId":251728,"journal":{"name":"2022 IEEE 21st International Symposium on Network Computing and Applications (NCA)","volume":"23 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2022-12-14","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"127527061","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

An analytic hierarchy process (AHP) based UAV selection mechanism for beyond 5G networks 基于层次分析法的超5G网络无人机选择机制

2022 IEEE 21st International Symposium on Network Computing and Applications (NCA) Pub Date : 2022-12-14 DOI: 10.1109/NCA57778.2022.10013547

S. Sridevi, Jacob Augustine, S. K. Ghosh

{"title":"An analytic hierarchy process (AHP) based UAV selection mechanism for beyond 5G networks","authors":"S. Sridevi, Jacob Augustine, S. K. Ghosh","doi":"10.1109/NCA57778.2022.10013547","DOIUrl":"https://doi.org/10.1109/NCA57778.2022.10013547","url":null,"abstract":"In beyond 5G (B5G) network, unmanned aerial vehicle (UAV) is considered as a promising solution to improve network coverage and satisfy the wide variety of service requirements. In B5G, mobile terminals (MTs) will be able to connect to UAVs flying in different altitudes and serving different classes of applications such as enhanced mobile broadband (eMBB), ultra reliable low latency communication (uRLLC) and security intensive applications such as security as a service (SaaS). It may be noted that UAVs in high altitude incur high power consumption, but reduced secrecy throughput and packet loss. In contrast, lower altitude UAVs incur high packet loss and secrecy throughput with reduced power consumption. Due to such trade-off and the fact that the traditional user association problem is NP hard, selecting an appropriate UAV to satisfy the user requirement is a computationally challenging task. In this work, an UAV selection mechanism has been proposed for UAV enabled B5G network based on analytic hierarchy process (AHP) which essentially captures the aforementioned trade-off while associating the MTs with the UAVs. The proposed AHP selects the best UAV based on the application class. Simulation results show that the proposed UAV selection mechanism outperforms the existing best downlink (BD) based approach in terms of user throughput, secrecy throughput and packet loss rate.","PeriodicalId":251728,"journal":{"name":"2022 IEEE 21st International Symposium on Network Computing and Applications (NCA)","volume":"79 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2022-12-14","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"127724429","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

Reputation-based state machine replication 基于信誉的状态机复制

2022 IEEE 21st International Symposium on Network Computing and Applications (NCA) Pub Date : 2022-12-14 DOI: 10.1109/NCA57778.2022.10013518

Muhong Huang, Runchao Han, Zhiqiang Du, Yanfang Fu, Liangxin Liu

{"title":"Reputation-based state machine replication","authors":"Muhong Huang, Runchao Han, Zhiqiang Du, Yanfang Fu, Liangxin Liu","doi":"10.1109/NCA57778.2022.10013518","DOIUrl":"https://doi.org/10.1109/NCA57778.2022.10013518","url":null,"abstract":"State machine replication (SMR) allows nodes to jointly maintain a consistent ledger, even when a part of nodes are Byzantine. To defend against and/or limit the impact of attacks launched by Byzantine nodes, there have been blocks that combine reputation mechanisms to SMR, where each node has a reputation value based on its historical behaviours, and the node’s voting power will be proportional to its reputation. Despite the promising features of reputation-based SMR, existing studies do not provide formal treatment on the reputation mechanism on SMR protocols, including the types of behaviours affecting the reputation, the security properties of the reputation mechanism, and the extra security properties of SMR using reputation mechanisms.In this paper, we provide the first formal study on the reputation-based SMR. We define the security properties of the reputation mechanism w.r.t. these misbehaviours. Based on the formalisation of the reputation mechanism, we formally define the reputation-based SMR, and identify a new property reputation-consistency that is necessary for ensuring reputation-based SMR’s safety. We then design a simple reputation mechanism that achieves all security properties in our formal model. To demonstrate the practicality, we combine our reputation mechanism to the Sync-HotStuff SMR protocol, yielding a simple and efficient reputation-based SMR at the cost of only an extra ∆ in latency, where ∆ is the maximum delay in synchronous networks.","PeriodicalId":251728,"journal":{"name":"2022 IEEE 21st International Symposium on Network Computing and Applications (NCA)","volume":"25 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2022-12-14","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"124664792","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

Causal Ordering Properties of Byzantine Reliable Broadcast Primitives 拜占庭可靠广播原语的因果排序性质

2022 IEEE 21st International Symposium on Network Computing and Applications (NCA) Pub Date : 2022-12-14 DOI: 10.1109/NCA57778.2022.10013634

Anshuman Misra, A. Kshemkalyani

引用次数: 1

A Zero Trust approach for the cybersecurity of Industrial Control Systems 工业控制系统网络安全的零信任方法

2022 IEEE 21st International Symposium on Network Computing and Applications (NCA) Pub Date : 2022-12-14 DOI: 10.1109/NCA57778.2022.10013559

Claudio Zanasi, Federico Magnanini, S. Russo, M. Colajanni

{"title":"A Zero Trust approach for the cybersecurity of Industrial Control Systems","authors":"Claudio Zanasi, Federico Magnanini, S. Russo, M. Colajanni","doi":"10.1109/NCA57778.2022.10013559","DOIUrl":"https://doi.org/10.1109/NCA57778.2022.10013559","url":null,"abstract":"Industrial plants are adopting an increasing number of digital interconnected technologies that are enriched by several software applications. The IT/OT convergence offers several benefits in terms of efficiency and flexibility but it opens as many issues in terms of cyber vulnerabilities because industrial plants were not designed to be open to Internet. The frequency of successful cyber attacks shows that typical security solutions are inadequate to the novel complexity of industrial contexts. This novel scenario requires original approaches differing from traditional multi-layer networking solutions that are applicable just to rigid and stable infrastructures. We explore the applicability of Zero Trust Architecture (ZTA) principles to the industrial context by designing, implementing and testing an integrated defensive solution. The results obtained through a working prototype show that it is possible to implement a Zero Trust identity-centric approach in an industrial context to increase the security and flexibility of the system while providing complete visibility over the entire network. The proposed approach can be used to strengthen legacy industrial systems that were designed for offline use, and to allow the adoption of innovative technologies that minimize the cyber risk for the overall infrastructure.","PeriodicalId":251728,"journal":{"name":"2022 IEEE 21st International Symposium on Network Computing and Applications (NCA)","volume":"42 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2022-12-14","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"128069719","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

Detecting Causality in the Presence of Byzantine Processes: There is No Holy Grail 在拜占庭过程中发现因果关系:没有圣杯

2022 IEEE 21st International Symposium on Network Computing and Applications (NCA) Pub Date : 2022-12-14 DOI: 10.1109/NCA57778.2022.10013644

Anshuman Misra, A. Kshemkalyani

{"title":"Detecting Causality in the Presence of Byzantine Processes: There is No Holy Grail","authors":"Anshuman Misra, A. Kshemkalyani","doi":"10.1109/NCA57778.2022.10013644","DOIUrl":"https://doi.org/10.1109/NCA57778.2022.10013644","url":null,"abstract":"Detecting causality or the happens before relation between events in an asynchronous distributed system is a fundamental building block for distributed applications. To the best of our knowledge, this problem has not been examined in a system with Byzantine processes. We prove the following results for an asynchronous system with Byzantine processes. (1) We prove that it is impossible to determine causality between events in the presence of even a single Byzantine process when processes communicate by unicasting. (2) We also prove a similar impossibility result when processes communicate by broadcasting. (3) We also prove a similar impossibility result when processes communicate by multicasting. (4) In an execution where there exists a causal path between two events passing through only correct processes, the impossibility result for unicasts remains. (5) However, when processes communicate by broadcasting and there exists a causal path between two events passing through only correct processes, it is possible to detect causality between such a pair of events. (6) In an execution where processes communicate by multicasting and there exists a causal path between two events passing through only correct processes, we prove that the impossibility result for multicasts remains.","PeriodicalId":251728,"journal":{"name":"2022 IEEE 21st International Symposium on Network Computing and Applications (NCA)","volume":"11 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2022-12-14","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"115128609","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

In-depth analysis of the IDA-Gossip protocol 深入分析IDA-Gossip协议

2022 IEEE 21st International Symposium on Network Computing and Applications (NCA) Pub Date : 2022-12-14 DOI: 10.1109/NCA57778.2022.10013564

K. Korkmaz, Joachim Bruneau-Queyreix, Stéphane Delbruel, Sonia Ben Mokhtar, Laurent Réveillère

{"title":"In-depth analysis of the IDA-Gossip protocol","authors":"K. Korkmaz, Joachim Bruneau-Queyreix, Stéphane Delbruel, Sonia Ben Mokhtar, Laurent Réveillère","doi":"10.1109/NCA57778.2022.10013564","DOIUrl":"https://doi.org/10.1109/NCA57778.2022.10013564","url":null,"abstract":"Gossip-based dissemination protocols are important building blocks of large-scale distributed systems as they may impact both the systems’ efficiency and fault tolerance. There exist many flavors of gossip dissemination protocols. IDA-Gossip is one of the gossip dissemination protocols proposed in the context of blockchains to efficiently disseminate large messages. It relies on multi-chunk gossip dissemination, erasure coding, and Merkle hash trees. However, despite its claimed efficiency, there is no in-depth analysis of this protocol to understand its behavior under different conditions (e.g., with injected faults). In this work, we evaluate the behavior of IDA-Gossip by relying on extensive experiments and simulations. Specifically, we evaluate IDA-Gossip both in terms of performance and resilience to faults by varying its configuration parameters and the number of faulty nodes, respectively. This study results in several takeaways. First, IDA-Gossip provides excellent dissemination latency compared to classic gossip. Second, it provides excellent coverage even with 40 percent of faulty nodes in the system. Finally, the use of erasure coding provides an important advantage to IDA-Gossip compared to classic multi-chunk gossip dissemination protocols.","PeriodicalId":251728,"journal":{"name":"2022 IEEE 21st International Symposium on Network Computing and Applications (NCA)","volume":"153 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2022-12-14","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"134353493","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

Alternating MPR: a balanced broadcast algorithm for MANETs 交替MPR:一种面向manet的均衡广播算法

2022 IEEE 21st International Symposium on Network Computing and Applications (NCA) Pub Date : 2022-12-14 DOI: 10.1109/NCA57778.2022.10013596

Aymeric Agon-Rambosson, Jonathan Lejeune, Julien Sopena, Pierre Sens

引用次数: 0

On the Performance of Machine Learning at the Network Edge to Detect Industrial IoT Faults 机器学习在网络边缘检测工业物联网故障的性能研究

2022 IEEE 21st International Symposium on Network Computing and Applications (NCA) Pub Date : 2022-12-14 DOI: 10.1109/NCA57778.2022.10013585

Yuri Santo, B. Dalmazo, R. Immich, Andre Riker

{"title":"On the Performance of Machine Learning at the Network Edge to Detect Industrial IoT Faults","authors":"Yuri Santo, B. Dalmazo, R. Immich, Andre Riker","doi":"10.1109/NCA57778.2022.10013585","DOIUrl":"https://doi.org/10.1109/NCA57778.2022.10013585","url":null,"abstract":"Industrial Internet-of-Things (IoT) massively deploys intelligent computing in industrial production and manufacturing environments seeking automation, reliability, and control. Machine Learning models provide intelligent decisions to drive manufacturing systems to the next level of productivity, efficiency, and safety. One of the critical challenges that must be faced is the deployment of Machine Learning models at the network edge to detect data anomalies caused by Industrial IoT hardware failures, since industrial IoT devices are prone to errors and failures. These anomalies can harm the industrial IoT system by producing false alarms, consuming network resources, and affecting productivity. Because of that, it is critical to rely on low latency and high precision detection systems to verify the data received from industrial IoT devices. In light of this, we assessed key performance indicators of five machine learning models running at edge computing, to provide in-depth discussions. The performance results were obtained from an oil refinery scenario using a real industrial IoT dataset. The performance was measured in terms of (a) Accuracy, (b) Precision, (c) Recall, (d) F1 score, (e) Training time, and (f) Response time.","PeriodicalId":251728,"journal":{"name":"2022 IEEE 21st International Symposium on Network Computing and Applications (NCA)","volume":"207 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2022-12-14","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"123019216","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

Swarming with (Visual) Secret (Shared) Mission 群集与(视觉)秘密(共享)任务

2022 IEEE 21st International Symposium on Network Computing and Applications (NCA) Pub Date : 2022-12-14 DOI: 10.1109/NCA57778.2022.10013507

S. Dolev, Alexander Fok, M. Segal

{"title":"Swarming with (Visual) Secret (Shared) Mission","authors":"S. Dolev, Alexander Fok, M. Segal","doi":"10.1109/NCA57778.2022.10013507","DOIUrl":"https://doi.org/10.1109/NCA57778.2022.10013507","url":null,"abstract":"Collaborative secure image matching is a problem that is applicable in various domains, for both – data in rest and data in motion. The problem is defined as follows. There is a secret image, and a set of n mobile agents. The set of mobile agents should match (compare) an observed image to the original secret image. In this paper we discuss some of the existing approaches, and present an alternative solution applied and analyzed for different applications. The first application is a swarm of Unmanned Aerial Vehicles (UAV) that search for a target specified by an image. The second application is a social network that serves as a smart storage device capable of performing distributed, secret image matching operations. Our solution is based on the well-known Visual Encryption Scheme (VES) and projections of visual bit maps rather than (quadratic complexity) messages exchange in implementing Secure Multi Party Computation (MPC) scheme. We present a perfect-information-theoretic secure solution for this problem. To keep the original image secrecy, at least k out of n mobile agents are required to retrieve any information about the original image.","PeriodicalId":251728,"journal":{"name":"2022 IEEE 21st International Symposium on Network Computing and Applications (NCA)","volume":"8 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2022-12-14","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"117177297","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