{"title":"通过OpenStack Swift动态分配复制码和Erasure码,提高存储效率","authors":"Cheong-Jin Ahn, M. Pirahandeh, Deok‐Hwan Kim","doi":"10.1109/ICEIC49074.2020.9051133","DOIUrl":null,"url":null,"abstract":"The object storage system introduced data redundancy techniques such as replication and erasure codes to build a reliable system. However, replication method has storage efficiency problem with large and less frequently accessed data types, and erase coding method has performance problem with small and frequently accessed data types. In this paper, we propose a dynamic allocation of replication and erasure coding approach (DARE) to improve storage efficiency and performance using access frequency and object size factors. Experimental results show that the proposed DARE can improve storage efficiency by 21 percent compared to the traditional resilient system","PeriodicalId":271345,"journal":{"name":"2020 International Conference on Electronics, Information, and Communication (ICEIC)","volume":"20 1","pages":"0"},"PeriodicalIF":0.0000,"publicationDate":"2020-01-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"2","resultStr":"{\"title\":\"Dynamic Allocation of Replication and Erasure Codes for Enhancing Storage Efficiency in OpenStack Swift\",\"authors\":\"Cheong-Jin Ahn, M. Pirahandeh, Deok‐Hwan Kim\",\"doi\":\"10.1109/ICEIC49074.2020.9051133\",\"DOIUrl\":null,\"url\":null,\"abstract\":\"The object storage system introduced data redundancy techniques such as replication and erasure codes to build a reliable system. However, replication method has storage efficiency problem with large and less frequently accessed data types, and erase coding method has performance problem with small and frequently accessed data types. In this paper, we propose a dynamic allocation of replication and erasure coding approach (DARE) to improve storage efficiency and performance using access frequency and object size factors. Experimental results show that the proposed DARE can improve storage efficiency by 21 percent compared to the traditional resilient system\",\"PeriodicalId\":271345,\"journal\":{\"name\":\"2020 International Conference on Electronics, Information, and Communication (ICEIC)\",\"volume\":\"20 1\",\"pages\":\"0\"},\"PeriodicalIF\":0.0000,\"publicationDate\":\"2020-01-01\",\"publicationTypes\":\"Journal Article\",\"fieldsOfStudy\":null,\"isOpenAccess\":false,\"openAccessPdf\":\"\",\"citationCount\":\"2\",\"resultStr\":null,\"platform\":\"Semanticscholar\",\"paperid\":null,\"PeriodicalName\":\"2020 International Conference on Electronics, Information, and Communication (ICEIC)\",\"FirstCategoryId\":\"1085\",\"ListUrlMain\":\"https://doi.org/10.1109/ICEIC49074.2020.9051133\",\"RegionNum\":0,\"RegionCategory\":null,\"ArticlePicture\":[],\"TitleCN\":null,\"AbstractTextCN\":null,\"PMCID\":null,\"EPubDate\":\"\",\"PubModel\":\"\",\"JCR\":\"\",\"JCRName\":\"\",\"Score\":null,\"Total\":0}","platform":"Semanticscholar","paperid":null,"PeriodicalName":"2020 International Conference on Electronics, Information, and Communication (ICEIC)","FirstCategoryId":"1085","ListUrlMain":"https://doi.org/10.1109/ICEIC49074.2020.9051133","RegionNum":0,"RegionCategory":null,"ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"","JCRName":"","Score":null,"Total":0}
Dynamic Allocation of Replication and Erasure Codes for Enhancing Storage Efficiency in OpenStack Swift
The object storage system introduced data redundancy techniques such as replication and erasure codes to build a reliable system. However, replication method has storage efficiency problem with large and less frequently accessed data types, and erase coding method has performance problem with small and frequently accessed data types. In this paper, we propose a dynamic allocation of replication and erasure coding approach (DARE) to improve storage efficiency and performance using access frequency and object size factors. Experimental results show that the proposed DARE can improve storage efficiency by 21 percent compared to the traditional resilient system