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.
Dieser Kurs ist Teil der Spezialisierung Spezialisierung Cloud Computing
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Spezialisierung Cloud ComputingUniversity of Illinois at Urbana-ChampaignÜber diesen Kurs
44.934 kürzliche Aufrufe
Flexible Fristen
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Zertifikat zur Vorlage
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Beginnen Sie sofort und lernen Sie in Ihrem eigenen Tempo.
Kurs 1 von 6 in
Stufe „Anfänger“
Ca. 23 Stunden zum Abschließen
Englisch
Untertitel: Arabischer Raum, Französisch, Portugiesisch (europäisch), Italienisch, Vietnamesisch, Koreanisch, Deutsch, Russisch, Englisch, Spanisch
Kompetenzen, die Sie erwerben
- Distributed Algorithm
- Distributed Computing
- C++
- Cloud Computing
Flexible Fristen
Setzen Sie Fristen gemäß Ihrem Zeitplan zurück.
Zertifikat zur Vorlage
Erhalten Sie nach Abschluss ein Zertifikat
100 % online
Beginnen Sie sofort und lernen Sie in Ihrem eigenen Tempo.
Kurs 1 von 6 in
Stufe „Anfänger“
Ca. 23 Stunden zum Abschließen
Englisch
Untertitel: Arabischer Raum, Französisch, Portugiesisch (europäisch), Italienisch, Vietnamesisch, Koreanisch, Deutsch, Russisch, Englisch, Spanisch
von
University of Illinois at 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.
Lehrplan - Was Sie in diesem Kurs lernen werden
6 Stunden zum Abschließen
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.
6 Stunden zum Abschließen
16 Videos (Gesamt 155 min), 8 Lektüren, 3 Quiz
3 Stunden zum Abschließen
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.
3 Stunden zum Abschließen
14 Videos (Gesamt 122 min), 2 Lektüren, 1 Quiz
3 Stunden zum Abschließen
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.
3 Stunden zum Abschließen
10 Videos (Gesamt 105 min), 2 Lektüren, 1 Quiz
4 Stunden zum Abschließen
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.
4 Stunden zum Abschließen
12 Videos (Gesamt 147 min), 3 Lektüren, 1 Quiz
Bewertungen
- 5 stars64,43 %
- 4 stars21,28 %
- 3 stars6,10 %
- 2 stars2,66 %
- 1 star5,51 %
Top-Bewertungen von CLOUD COMPUTING CONCEPTS, PART 1
von SR7. Aug. 2016
Professor Indranil Gupta is apt in his explanations. Course Material is highly relevant. Good foundation course for cloud computing.
von SB6. Sep. 2016
Great Course! A little more contents regarding the Programming Assignment would have made it even better. I'd like to thank the entire Team for making this wonderful course. :)
von AB5. Feb. 2018
The course provided a good overview on various topics at sufficient depth. The assignments and quizzes were challenging enough allowing one to understand the concepts in good detail.
von VR30. Dez. 2017
very happy with the course. got to know new concepts. assignments are awesome. enjoyed working on them. enjoyed the course. it would be good if we get a color and original certificate.
Über den Spezialisierung 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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