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Studying and developing a cdn caching algorithm using machine learning

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Nội dung chi tiết: Studying and developing a cdn caching algorithm using machine learning

Studying and developing a cdn caching algorithm using machine learning

VIETNAM NATIONAL UNIVERSITY HO CHI MINH CITY HO CHI MINH CITY UNIVERSITY OF TECHNOLOGY FALCL’TY OF COMPUTER SCIENCE AND ENGINEERINGB*hJ^TP.HCM JMGRADU

Studying and developing a cdn caching algorithm using machine learning UATION THESISSTUDYING AND DEVELOPING A CDN CACHING ALGORITHM USING MACHINE LEARNINGMajor: Computer ScienceCouncil: Computer ScienceInstructor: Assoc.

Prof. Thoai NamReviewer: Dr. Nguyen Le Duy Lai —0O0—Student 1: Tran Trung Quan - 1752044Student 2: Pham Trong Nhan - 1752394HO CHI MINH CITY. 08/2021A Studying and developing a cdn caching algorithm using machine learning

cknowledgementWe would love to show our deep and honest gratitude to our advisor. Assoc. Prof. Thoai Nam, for his guidance, advice, enthusiasm, and en

Studying and developing a cdn caching algorithm using machine learning

couragement in helping US research and implement this study.We would like to extend our (hanks to I wo postgraduate students from the High-Performance

VIETNAM NATIONAL UNIVERSITY HO CHI MINH CITY HO CHI MINH CITY UNIVERSITY OF TECHNOLOGY FALCL’TY OF COMPUTER SCIENCE AND ENGINEERINGB*hJ^TP.HCM JMGRADU

Studying and developing a cdn caching algorithm using machine learning turers in the Faculty of Computer Science and Engineering. Ho Chi Minh City University of Technology, for their enthusiastic transfer of knowledge dur

ing (he years we studied at the university.We are mindful that this project is still incomplete and involves inevitable mistakes. To further change, w Studying and developing a cdn caching algorithm using machine learning

e would love to receive feedback from the lecturers.Finally, we wish you health, prosperity, and success on your chosen paths.DeclarationContent Deliv

Studying and developing a cdn caching algorithm using machine learning

ery Network is not a new concern, but are still a challenge due to the growth of digital content and network infrastructure. Vietnam currently does no

VIETNAM NATIONAL UNIVERSITY HO CHI MINH CITY HO CHI MINH CITY UNIVERSITY OF TECHNOLOGY FALCL’TY OF COMPUTER SCIENCE AND ENGINEERINGB*hJ^TP.HCM JMGRADU

Studying and developing a cdn caching algorithm using machine learning vel, but we promise that this is our research under the guidance of Assoc. Prof. Thoai Nam. The research content and results are legitimate and have n

ever been published before. The data used for analysis and feedback has been collected by me from several different sources and will be indicated in t Studying and developing a cdn caching algorithm using machine learning

he reference section.Besides, we have also used some reviews, evaluations, and figures of other authors and organizations. All have citations and anno

Studying and developing a cdn caching algorithm using machine learning

tations.We arc entirely responsible for the content of our research. The Ho Chi Minh City University of Technology is not involved in the copyright in

VIETNAM NATIONAL UNIVERSITY HO CHI MINH CITY HO CHI MINH CITY UNIVERSITY OF TECHNOLOGY FALCL’TY OF COMPUTER SCIENCE AND ENGINEERINGB*hJ^TP.HCM JMGRADU

Studying and developing a cdn caching algorithm using machine learning ........................................................... 21.3Scope................................................................... 21.4Thesis St

ructure........................................................ 22Knowledge Base32.1Content Delivery Network.......................................... Studying and developing a cdn caching algorithm using machine learning

...... 32.1.1Introduction..................................................... 32.1.2CDN Taxonomy.....................................................

Studying and developing a cdn caching algorithm using machine learning

32.1.3Content Placement................................................ 72.1.4Request Routing................................................. 102.1.

VIETNAM NATIONAL UNIVERSITY HO CHI MINH CITY HO CHI MINH CITY UNIVERSITY OF TECHNOLOGY FALCL’TY OF COMPUTER SCIENCE AND ENGINEERINGB*hJ^TP.HCM JMGRADU

VIETNAM NATIONAL UNIVERSITY HO CHI MINH CITY HO CHI MINH CITY UNIVERSITY OF TECHNOLOGY FALCL’TY OF COMPUTER SCIENCE AND ENGINEERINGB*hJ^TP.HCM JMGRADU

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