Cloud computing systems today, whether open-source or used inside companies, are built using a common set of core techniques, algorithms, and design philosophies – all centered around distributed systems. Learn about such fundamental distributed computing "concepts" for cloud computing.
Ce cours fait partie de la Spécialisation Cloud Computing
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Spécialisation Cloud ComputingUniversité de l'Illinois à Urbana-ChampaignÀ propos de ce cours
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Compétences que vous acquerrez
- Distributed Algorithm
- Distributed Computing
- C++
- Cloud Computing
Dates limites flexibles
Réinitialisez les dates limites selon votre disponibilité.
Certificat partageable
Obtenez un Certificat lorsque vous terminez
100 % en ligne
Commencez dès maintenant et apprenez aux horaires qui vous conviennent.
Cours 1 sur 6 dans le
Niveau débutant
Approx. 23Â heures pour terminer
Anglais
Sous-titres : Arabe, Français, Portugais (européen), Italien, Vietnamien, Coréen, Allemand, Russe, Anglais, Espagnol
Offert par
Université de l'Illinois à Urbana-Champaign
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.
Programme de cours : ce que vous apprendrez dans ce cours
6Â heures pour terminer
Week 1: Orientation, Introduction to Clouds, MapReduce
This course is oriented towards learners with similar backgrounds as juniors and seniors in a CS undergraduate curriculum. Since learners come from various backgrounds, it is critical you view this lecture AND pass the prerequisite test. This will ensure you have many of the assumed prerequisite pieces of knowledge required to enjoy this course.
6Â heures pour terminer
16 vidéos (Total 155 min), 8 lectures, 3 quiz
3Â heures pour terminer
Week 2: Gossip, Membership, and Grids
Lesson 1: This module teaches how the multicast problem is solved by using epidemic/gossip protocols. It also teaches analysis of such protocols. Lesson 2: This module covers the design of failure detectors, a key component in any distributed system. Membership protocols, which use failure detectors as components, are also covered. Lesson 3: This module covers Grid computing, an important precursor to cloud computing.
3Â heures pour terminer
14 vidéos (Total 122 min), 2 lectures, 1 quiz
3Â heures pour terminer
Week 3: P2P Systems
P2P systems: This module teaches the detailed design of two classes of peer to peer systems: (a) popular ones including Napster, Gnutella, FastTrack, and BitTorrent; and (b) efficient ones including distributed hash tables (Chord, Pastry, and Kelips). Besides focusing on design, the module also analyzes these systems in detail.
3Â heures pour terminer
10 vidéos (Total 105 min), 2 lectures, 1 quiz
4Â heures pour terminer
Week 4: Key-Value Stores, Time, and Ordering
Lesson 1: This module motivates and teaches the design of key-value/NoSQL storage/database systems. We cover the design of two major industry systems: Apache Cassandra and HBase. We also cover the famous CAP theorem. Lesson 2: Distributed systems are asynchronous, which makes clocks at different machines hard to synchronize. This module first covers various clock synchronization algorithms, and then covers ways of tagging events with causal timestamps that avoid synchronizing clocks. These classical algorithms were invented decades ago, yet are used widely in today’s cloud systems.
4Â heures pour terminer
12 vidéos (Total 147 min), 3 lectures, 1 quiz
Avis
- 5 stars64,13Â %
- 4 stars21,57Â %
- 3 stars6,12Â %
- 2 stars2,62Â %
- 1 star5,53Â %
Meilleurs avis pour CLOUD COMPUTING CONCEPTS, PART 1
par RM13 avr. 2018
I'm really enjoying this course. The topics discussed by professor are interesting and build the base to understand many current systems we use nowadays.
par SR7 août 2016
Professor Indranil Gupta is apt in his explanations.
Course Material is highly relevant. Good foundation course for cloud computing.
par SS30 juin 2020
Nice topics covered in the course. Homeworks and the final exam are easy. Course Assignment is a nice implementation of what the lectures cover, but difficult to start.
par KP5 déc. 2016
Great lectures. However, the starter code for the programming assignment is quite atrocious. Overall, would highly recommend to anyone wanting to learn high level concepts in distributed systems.
À propos du Spécialisation Cloud Computing
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.
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