2022 International Conference on Service Science (ICSS)最新文献

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FSC: File Storage in Coded Blockchain with C-PBFT Consensus Protocol FSC:基于C-PBFT共识协议的编码区块链文件存储
2022 International Conference on Service Science (ICSS) Pub Date : 2022-05-01 DOI: 10.1109/ICSS55994.2022.00052
Ruize Yu, Changlin Yang, Ying Liu
{"title":"FSC: File Storage in Coded Blockchain with C-PBFT Consensus Protocol","authors":"Ruize Yu, Changlin Yang, Ying Liu","doi":"10.1109/ICSS55994.2022.00052","DOIUrl":"https://doi.org/10.1109/ICSS55994.2022.00052","url":null,"abstract":"Secure file storage and distribution is a key challenge in the information era. It is important to ensure the files are not tampered or eavesdropped during storage and transmission. A promising solution is to store the files in blockchain. However, the massive blockchain data makes it hard to operate a file blockchain in resource restricted end devices. To this end, this paper proposes a File Storage in Coded Blockchain (FSC) solution that leverage the advantage of error correction code. In particular, the block data can be encoded and distributed stored at different nodes to reduce the storage requirement. In addition, this paper propose a Coding Practical Byzantine Fault Tolerant (C-PBFT) consensus protocol to distribute the coded information with reduced communication overhead. Simulation results show that the proposed FSC significantly reduces the storage requirement as compared with traditional blockchain technologies.","PeriodicalId":327964,"journal":{"name":"2022 International Conference on Service Science (ICSS)","volume":"105 17 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2022-05-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"127454031","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
Medical service oriented blockchain data credibility evaluation method 面向医疗服务的区块链数据可信度评价方法
2022 International Conference on Service Science (ICSS) Pub Date : 2022-05-01 DOI: 10.1109/icss55994.2022.00050
M. Wang, Rong Jiang, Yue Yang, Chenguang Wang, Lin Zhang, Liang Yang, Xuetao Pu
{"title":"Medical service oriented blockchain data credibility evaluation method","authors":"M. Wang, Rong Jiang, Yue Yang, Chenguang Wang, Lin Zhang, Liang Yang, Xuetao Pu","doi":"10.1109/icss55994.2022.00050","DOIUrl":"https://doi.org/10.1109/icss55994.2022.00050","url":null,"abstract":"In the study of trusted platforms for medical services, many scholars use the tamper-evident property of blockchain and consensus mechanism to ensure the trusted storage and processing of on-chain data, but they ignore the basic and important issue of trustworthiness of blockchain medical data sources, i.e., medical data to be on-chain. The traditional data trustworthiness evaluation method monitors the historical behavior of data subjects, service quality and other characteristics, and then grades the trustworthiness of the data generated by them. However, this evaluation method has great limitations for medical data subjects (patients) who are highly mobile. Therefore, this paper proposes a trustworthiness evaluation method that combines skewed distribution and entropy weight method, classifies medical data and divides multiple evaluation indicators, integrates the weights of each indicator and performs statistical analysis and trustworthiness probability calculation on the indicators, so as to obtain the trustworthiness of the data to be chained and improve the quality of medical services.","PeriodicalId":327964,"journal":{"name":"2022 International Conference on Service Science (ICSS)","volume":"1 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2022-05-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"131203524","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
Cache Replacement Algorithm Based on Dynamic Constraints in Microservice Platform 基于动态约束的微服务平台缓存替换算法
2022 International Conference on Service Science (ICSS) Pub Date : 2022-05-01 DOI: 10.1109/ICSS55994.2022.00033
Liwen Li, Chunyang Ye, Hui Zhou
{"title":"Cache Replacement Algorithm Based on Dynamic Constraints in Microservice Platform","authors":"Liwen Li, Chunyang Ye, Hui Zhou","doi":"10.1109/ICSS55994.2022.00033","DOIUrl":"https://doi.org/10.1109/ICSS55994.2022.00033","url":null,"abstract":"Distributed cache is one of the most important components in cloud computing and microservice systems. Adding cache components to the microservice system can significantly improve the concurrency and throughput of the whole microservice framework, and effectively promote the overall performance of the microservice system. However, traditional caching algorithm can easily lead to the imbalance of cache resource allocation in microservice system, thus affecting the performance of the microservice system. We study the basic architecture of cache in microservice platform, and propose the mathematical model of distributed cache and the probability distribution model of data access in microservice platform. Next, based on the above mathematical model, we design a cache replacement algorithm based on dynamic constraints in microservice platform. The algorithm can effectively solve a series of problems of traditional algorithms in microservice platform, making the algorithm more suitable for the environment of microservice architecture. We evaluate and verify the algorithm on the simulation software platform. Experimental results show that the algorithm meets the performance requirements of high cache hit rate, high concurrency and high throughput in the microservice platform, and is significantly better than the traditional cache algorithms.","PeriodicalId":327964,"journal":{"name":"2022 International Conference on Service Science (ICSS)","volume":"110 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2022-05-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"132402639","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
Fast Probabilistic Consensus Protocol (FPC) under Different Network Topologies 不同网络拓扑下的快速概率共识协议(FPC
2022 International Conference on Service Science (ICSS) Pub Date : 2022-05-01 DOI: 10.1109/ICSS55994.2022.00018
F. Chen, Huizhu Li, Zhiyuan Sui, Kun Liu, Wenying Tang
{"title":"Fast Probabilistic Consensus Protocol (FPC) under Different Network Topologies","authors":"F. Chen, Huizhu Li, Zhiyuan Sui, Kun Liu, Wenying Tang","doi":"10.1109/ICSS55994.2022.00018","DOIUrl":"https://doi.org/10.1109/ICSS55994.2022.00018","url":null,"abstract":"Fast Probabilistic Consensus Protocol (FPC) is a novel Consensus Protocol in IOTA Tangle. Focusing on FPC and IOTA Tangle, this paper applies FPC to all-pass topology and triangle Tangle topology for comparison. Under the same network model and attack model, we analyze the two network topologies on FPC, and figure out which one has better performance on reaching a consensus. The experimental results show that all-pass topologies overperformance triangle Tangle structures due to the randomness of the model, when the number of nodes is small; however, triangle Tangle topologies overperformance all-pass topologies when the number of nodes is larger and the model tends to stabilize.","PeriodicalId":327964,"journal":{"name":"2022 International Conference on Service Science (ICSS)","volume":"18 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2022-05-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"127259897","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
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