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Cross-domain Resemblance Detection based on Meta-learning for Cloud Storage

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成果类型:
会议论文
作者:
Li, Baisong;Tian, Wenlong;Li, Ruixuan;Xiao, Weijun;Fu, Zhongming;...
通讯作者:
Tian, WL
作者机构:
[Li, Baisong; Ye, Xuming; Duan, Renjiao; Tian, Wenlong; Li, Yusheng; Fu, Zhongming] Univ South China, Sch Comp Sci & Technol, Hengyang, Peoples R China.
[Tian, Wenlong] Nanyang Technol Univ, Sch Phys & Math Sci, Singapore, Singapore.
[Tian, Wenlong; Fu, Zhongming] Hunan Prov Base Sci & Technol Innovat Cooperat, Hengyang, Peoples R China.
[Li, Ruixuan] Huazhong Univ Sci & Technol, Sch Comp Sci & Technol, Wuhan, Peoples R China.
[Xiao, Weijun] Virginia Commonwealth Univ, Elect & Comp Engn, Richmond, VA USA.
通讯机构:
[Tian, WL ] U
Univ South China, Sch Comp Sci & Technol, Hengyang, Peoples R China.
Nanyang Technol Univ, Sch Phys & Math Sci, Singapore, Singapore.
Hunan Prov Base Sci & Technol Innovat Cooperat, Hengyang, Peoples R China.
语种:
英文
关键词:
Cloud Storage;Data Deduplication;MetaLearning;Resemblance Detection
期刊:
IEEE International Conference on Performance, Computing, and Communications
ISSN:
1097-2641
年:
2022
卷:
2022-November
页码:
374-379
会议名称:
IEEE International Performance, Computing, and Communications Conference (IPCCC)
会议论文集名称:
IEEE International Performance Computing and Communications Conference (IPCCC)
会议时间:
NOV 11-13, 2022
会议地点:
Austin, TX
会议主办单位:
[Li, Baisong;Tian, Wenlong;Fu, Zhongming;Ye, Xuming;Duan, Renjiao;Li, Yusheng] Univ South China, Sch Comp Sci & Technol, Hengyang, Peoples R China.^[Tian, Wenlong] Nanyang Technol Univ, Sch Phys & Math Sci, Singapore, Singapore.^[Tian, Wenlong;Fu, Zhongming] Hunan Prov Base Sci & Technol Innovat Cooperat, Hengyang, Peoples R China.^[Li, Ruixuan] Huazhong Univ Sci & Technol, Sch Comp Sci & Technol, Wuhan, Peoples R China.^[Xiao, Weijun] Virginia Commonwealth Univ, Elect & Comp Engn, Richmond, VA USA.^[Xu, Zhiyong] Suffolk Univ, Math & Comp Sci Dept, Boston, MA USA.^[Xu, Zhiyong] Chinese Acad Sci, Shenzhen Inst Adv Technol, Beijing, Peoples R China.
出版地:
345 E 47TH ST, NEW YORK, NY 10017 USA
出版者:
IEEE
ISBN:
978-1-6654-8018-5
基金类别:
State Scholarship Fund of China; National Natural Science Foundation of China [U1836204]; Natural Science Foundation of Hunan Province of China [2021JJ40468, 2022JJ30495]; National Training Program of Innovation and Entrepreneurship for Undergraduates [202110555052, S202110555215]
机构署名:
本校为第一且通讯机构
院系归属:
计算机科学与技术学院
摘要:
Recently, cloud storage has been widely used in our daily life. And there are lots of redundancy among these outsourced data. Conventional deduplication technology efficiently splits these data at the chunk level and removes the duplicate chunks to save the network bandwidth and improve the cloud storage utility. But it ignores the redundancy among similar chunks. Resemblance detection has recently become a hot issue with detecting these redundant parts among similar data. CARD, the state-of-the-art work, can efficiently and effectively remove ...

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