Kevin Nguetchouang;Stella Bitchebe;Theophile Dubuc;Mar Callau-Zori;Christophe Hubert;Pierre Olivier;Alain Tchana
{"title":"SVD:可扩展的虚拟机磁盘格式","authors":"Kevin Nguetchouang;Stella Bitchebe;Theophile Dubuc;Mar Callau-Zori;Christophe Hubert;Pierre Olivier;Alain Tchana","doi":"10.1109/TCC.2024.3391390","DOIUrl":null,"url":null,"abstract":"Contrary to CPU, memory, and network, disk virtualization is peculiar, for which virtualization through direct access is impossible. We study virtual disk utilization in a large-scale public cloud and observe the presence of long snapshot chains, sometimes composed of up to 1,000 files. We then demonstrate, through experimental measurements, that such long chains lead to virtualized storage performance and memory footprint scalability issues. To address these problems, we present \n<sc>SVD</small>\n, a new virtual disk format. We implemented \n<sc>SVD</small>\n by extending Qcow2, a popular format, and its Qemu driver. We evaluated our prototype, demonstrating that it brings significant performance enhancements and memory footprint reduction. For example, \n<sc>SVD</small>\n improves the throughput of RocksDB by about 48% on a snapshot chain of length 500. \n<sc>SVD</small>\n also reduces the memory footprint by 15×.","PeriodicalId":13202,"journal":{"name":"IEEE Transactions on Cloud Computing","volume":"12 2","pages":"684-696"},"PeriodicalIF":5.3000,"publicationDate":"2024-04-19","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"0","resultStr":"{\"title\":\"SVD: A Scalable Virtual Machine Disk Format\",\"authors\":\"Kevin Nguetchouang;Stella Bitchebe;Theophile Dubuc;Mar Callau-Zori;Christophe Hubert;Pierre Olivier;Alain Tchana\",\"doi\":\"10.1109/TCC.2024.3391390\",\"DOIUrl\":null,\"url\":null,\"abstract\":\"Contrary to CPU, memory, and network, disk virtualization is peculiar, for which virtualization through direct access is impossible. We study virtual disk utilization in a large-scale public cloud and observe the presence of long snapshot chains, sometimes composed of up to 1,000 files. We then demonstrate, through experimental measurements, that such long chains lead to virtualized storage performance and memory footprint scalability issues. To address these problems, we present \\n<sc>SVD</small>\\n, a new virtual disk format. We implemented \\n<sc>SVD</small>\\n by extending Qcow2, a popular format, and its Qemu driver. We evaluated our prototype, demonstrating that it brings significant performance enhancements and memory footprint reduction. For example, \\n<sc>SVD</small>\\n improves the throughput of RocksDB by about 48% on a snapshot chain of length 500. \\n<sc>SVD</small>\\n also reduces the memory footprint by 15×.\",\"PeriodicalId\":13202,\"journal\":{\"name\":\"IEEE Transactions on Cloud Computing\",\"volume\":\"12 2\",\"pages\":\"684-696\"},\"PeriodicalIF\":5.3000,\"publicationDate\":\"2024-04-19\",\"publicationTypes\":\"Journal Article\",\"fieldsOfStudy\":null,\"isOpenAccess\":false,\"openAccessPdf\":\"\",\"citationCount\":\"0\",\"resultStr\":null,\"platform\":\"Semanticscholar\",\"paperid\":null,\"PeriodicalName\":\"IEEE Transactions on Cloud Computing\",\"FirstCategoryId\":\"94\",\"ListUrlMain\":\"https://ieeexplore.ieee.org/document/10505727/\",\"RegionNum\":2,\"RegionCategory\":\"计算机科学\",\"ArticlePicture\":[],\"TitleCN\":null,\"AbstractTextCN\":null,\"PMCID\":null,\"EPubDate\":\"\",\"PubModel\":\"\",\"JCR\":\"Q1\",\"JCRName\":\"COMPUTER SCIENCE, INFORMATION SYSTEMS\",\"Score\":null,\"Total\":0}","platform":"Semanticscholar","paperid":null,"PeriodicalName":"IEEE Transactions on Cloud Computing","FirstCategoryId":"94","ListUrlMain":"https://ieeexplore.ieee.org/document/10505727/","RegionNum":2,"RegionCategory":"计算机科学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"Q1","JCRName":"COMPUTER SCIENCE, INFORMATION SYSTEMS","Score":null,"Total":0}
Contrary to CPU, memory, and network, disk virtualization is peculiar, for which virtualization through direct access is impossible. We study virtual disk utilization in a large-scale public cloud and observe the presence of long snapshot chains, sometimes composed of up to 1,000 files. We then demonstrate, through experimental measurements, that such long chains lead to virtualized storage performance and memory footprint scalability issues. To address these problems, we present
SVD
, a new virtual disk format. We implemented
SVD
by extending Qcow2, a popular format, and its Qemu driver. We evaluated our prototype, demonstrating that it brings significant performance enhancements and memory footprint reduction. For example,
SVD
improves the throughput of RocksDB by about 48% on a snapshot chain of length 500.
SVD
also reduces the memory footprint by 15×.
期刊介绍:
The IEEE Transactions on Cloud Computing (TCC) is dedicated to the multidisciplinary field of cloud computing. It is committed to the publication of articles that present innovative research ideas, application results, and case studies in cloud computing, focusing on key technical issues related to theory, algorithms, systems, applications, and performance.