About this Course
최근 조회 11,455

학위 취득의 첫걸음을 내디뎌 보세요.

Illinois MCS in Data Science 학위에서 강의, 강좌 읽기 자료, 자가 맞춤 과제를 체험해 보세요.

100% 온라인

지금 바로 시작해 나만의 일정에 따라 학습을 진행하세요.

유동적 마감일

일정에 따라 마감일을 재설정합니다.

완료하는 데 약 19시간 필요

영어

자막: 영어, 한국어

귀하가 습득할 기술

Software-Defined NetworkingPython ProgrammingCloud InfrastructureCloud Computing

학위 취득의 첫걸음을 내디뎌 보세요.

Illinois MCS in Data Science 학위에서 강의, 강좌 읽기 자료, 자가 맞춤 과제를 체험해 보세요.

100% 온라인

지금 바로 시작해 나만의 일정에 따라 학습을 진행하세요.

유동적 마감일

일정에 따라 마감일을 재설정합니다.

완료하는 데 약 19시간 필요

영어

자막: 영어, 한국어

강의 계획 - 이 강좌에서 배울 내용

1
완료하는 데 3시간 필요

Orientation

You will become familiar with the course, your classmates, and our learning environment. The orientation will also help you obtain the technical skills required for the course.

...
1 video (Total 9 min), 5 readings, 1 quiz
1개의 동영상
5개의 읽기 자료
Orientation Overview10m
Syllabus15m
Social Media10m
Updating Your Profile10m
About the Discussion Forums15m
1개 연습문제
Orientation Quiz15m
완료하는 데 4시간 필요

Week 1

We will start by looking at the applications running in data centers and the traffic patterns resulting from them. This will help us differentiate the networking needs within data centers from computer networking in general and set the stage for other material in the course. We’ll then dive into the first of these topics, physical network structure, where we will look at how the increasing demand for bandwidth within data centers is influencing the network’s design.

...
5 videos (Total 40 min), 3 readings, 2 quizzes
5개의 동영상
1.1.2 Application and Traffic Patterns Discussion2m
1.2.1 Physical Structure12m
1.2.2 Physical Structure Discussion3m
Programming Assignment 1 Explanation 4m
3개의 읽기 자료
Week 1 Overview10m
Programming Assignment 1a1h
Programming Assignment 1b (optional)1h
2개 연습문제
Cloud Intro Quiz1h
Programming Assignment 1a Survey (optional)2m
2
완료하는 데 2시간 필요

Week 2

This week, we will dive further into the data center network stack, looking at routing and switching for physical and virtual machines and congestion control. We’ll examine what concerns routing needs to address in these environments and how it’s done in practice. We’ll also see how the network is moving deeper into the physical hosts in order to address the networking needs of virtual machines. With regards to congestion control, we’ll learn what problems TCP’s congestion control faces in data centers and how these are being addressed.

...
8 videos (Total 70 min), 1 reading, 1 quiz
8개의 동영상
2.1.2 Host Virtualization Discussion2m
2.2.1 Routing and Traffic Engineering17m
2.2.2 Routing and Traffic Engineering: Packet Forwarding on Multiple Paths8m
2.3.1 Congestion Control - Part 16m
2.3.2 Congestion Control - Part 27m
2.3.3 Congestion Control - Part 310m
2.3.4 Congestion Control Discussion2m
1개의 읽기 자료
Week 2 Overview10m
1개 연습문제
Cloud Routing and Congestion Control1h
3
완료하는 데 4시간 필요

Week 3

This week focuses on management and sharing of network infrastructure in cloud data centers. Traditional networking technologies require complex, error-prone network configuration, and make sharing of the network across multiple tenants in a secure manner difficult. We’ll learn how software-defined networking and network virtualization are addressing these problems.

...
10 videos (Total 160 min), 1 reading, 1 quiz
10개의 동영상
3.1.2 Software-Defined Networking Architecture - Part 213m
3.2.1 Multi-Tenant Data Centers: The Challenges8m
3.2.2 Multi-Tenant Data Centers Discussion2m
3.3.1 Network Virtualization Case Study: VL2 - Part 19m
3.3.2 Network Virtualization Case Study: VL2 - Part 29m
3.3.3 Network Virtualization Case Study Discussion1m
3.4.1 Network Virtualization Case Study: NVP13m
Interview - Rob Sherwood (2015)43m
Interview - Martin Casado (2015)50m
1개의 읽기 자료
Week 3 Overview10m
1개 연습문제
Software Defined Networking1h
4
완료하는 데 4시간 필요

Week 4

Zooming out from within data centers, this week will examine other pieces of the cloud networking ecosystem: inter-data center WAN connectivity, content distribution networks, end-user Internet connectivity, and application interactions with the network. We’ll learn what novel techniques in each of these areas are pushing the cloud’s capabilities farther.

...
11 videos (Total 187 min), 1 reading, 1 quiz
11개의 동영상
4.1.2 Inter-Data Center Networking: Cutting-edge Solutions14m
4.2.1 CDNs - Part 112m
4.2.2 CDNs - Part 29m
4.2.3 CDNs Discussion3m
4.3.1 Client Connectivity15m
4.3.2 Client Connectivity Discussion3m
4.4.1 Coping With Network Performance: Application-layer Tweaks for Lower Latency17m
4.4.2 Coping With Network Performance: Video Streaming Adaptation in the Face of Variable Bandwidth9m
Interview - Bruce Maggs (2015)44m
Interview - Roy Rapoport (2015)45m
1개의 읽기 자료
Week 4 Overview10m
1개 연습문제
Cloud WAN Connectivity1h
5
완료하는 데 4시간 필요

Week 5 - Programming Assignment Submission

There is no new content in this module. You can find all the information about the programming assignments here, as well as submit your programming assignments here.

...
3 videos (Total 30 min), 1 reading, 6 quizzes
3개의 동영상
Programming Assignment 3 Explanation 11m
Programming Assignment 4 Explanation 9m
1개의 읽기 자료
Week 5 Overview10m
3개 연습문제
Programming Assignment 2 Survey (optional)2m
Programming Assignment 3 Survey (optional)2m
Programming Assignment 4 Survey (optional)2m
4.4
41개의 리뷰Chevron Right

75%

이 강좌를 통해 확실한 경력상 이점 얻기

Cloud Networking의 최상위 리뷰

대학: BMNov 29th 2016

A phenomenal course on the challenges and solutions of today's Cloud infrastructures. The material is high quality and sourced from the best in the world. I'm extremely satisfied.

대학: SRApr 27th 2017

Best course ever! Very well-thought-about content. Requires you to go beyond just the videos and assignments. Far far better that course 3 & 4 of Cloud Specialization.

강사

Avatar

P. Brighten Godfrey

Associate Professor
Department of Computer Science
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Ankit Singla

Assistant Professor
Department of Computer Science, ETH Zürich

다른 사람보다 먼저 시작해 보세요.

이 강좌은(는) 일리노이대학교 어버너-섐페인캠퍼스의 100% 온라인 Master in Computer Science 중 일부입니다. 지금 바로 공개 강좌 또는 전문 분야를 시작하여 iMBA 교수진으로 구성된 강좌를 시청하고 자기 주도 과제를 완료해 보세요. 강좌를 완료할 때마다 이력서와 LinkedIn에 추가할 수 있는 수료증을 받습니다. 전체 프로그램을 신청하고 수료하면 귀하의 강좌가 학위 취득에 반영됩니다.

일리노이대학교 어버너-섐페인캠퍼스 정보

The University of Illinois at Urbana-Champaign is a world leader in research, teaching and public engagement, distinguished by the breadth of its programs, broad academic excellence, and internationally renowned faculty and alumni. Illinois serves the world by creating knowledge, preparing students for lives of impact, and finding solutions to critical societal needs. ...

클라우드 컴퓨팅 전문 분야 정보

The Cloud Computing Specialization takes you on a tour through cloud computing systems. We start in in the middle layer with Cloud Computing Concepts covering core distributed systems concepts used inside clouds, move to the upper layer of Cloud Applications and finally to the lower layer of Cloud Networking. We conclude with a project that allows you to apply the skills you've learned throughout the courses. The first four courses in this Specialization form the lecture component of courses in our online Master of Computer Science Degree in Data Science. You can apply to the degree program either before or after you begin the Specialization....
클라우드 컴퓨팅

자주 묻는 질문

  • 강좌에 등록하면 바로 모든 비디오, 테스트 및 프로그래밍 과제(해당하는 경우)에 접근할 수 있습니다. 상호 첨삭 과제는 이 세션이 시작된 경우에만 제출하고 검토할 수 있습니다. 강좌를 구매하지 않고 살펴보기만 하면 특정 과제에 접근하지 못할 수 있습니다.

  • 강좌를 등록하면 전문 분야의 모든 강좌에 접근할 수 있고 강좌를 완료하면 수료증을 취득할 수 있습니다. 전자 수료증이 성취도 페이지에 추가되며 해당 페이지에서 수료증을 인쇄하거나 LinkedIn 프로필에 수료증을 추가할 수 있습니다. 강좌 내용만 읽고 살펴보려면 해당 강좌를 무료로 청강할 수 있습니다.

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