Cloud Computing

Cloud Computing
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2 minute read

E534 Cloud Computing Unit

:orange_book: Full Slide Deck https://drive.google.com/open?id=1e61jrgTSeG8wQvQ2v6Zsp5AA31KCZPEQ

This page https://docs.google.com/document/d/1D8bEzKe9eyQfbKbpqdzgkKnFMCBT1lWildAVdoH5hYY/edit?usp=sharing

Overall Summary

Video Video: https://drive.google.com/open?id=1Iq-sKUP28AiTeDU3cW_7L1fEQ2hqakae

:orange_book: Slides https://drive.google.com/open?id=1MLYwAM6MrrZSKQjKm570mNtyNHiWSCjC

Defining Clouds I:

Video Video https://drive.google.com/open?id=15TbpDGR2VOy5AAYb_o4740enMZKiVTSz

:orange_book: Slides https://drive.google.com/open?id=1CMqgcpNwNiMqP8TZooqBMhwFhu2EAa3C

  1. Basic definition of cloud and two very simple examples of why virtualization is important.
  2. How clouds are situated wrt HPC and supercomputers
  3. Why multicore chips are important
  4. Typical data center

Defining Clouds II:

Video Video https://drive.google.com/open?id=1BvJCqBQHLMhrPrUsYvGWoq1nk7iGD9cd

:orange_book: Slides https://drive.google.com/open?id=1_rczdp74g8hFnAvXQPVfZClpvoB_B3RN

  1. Service-oriented architectures: Software services as Message-linked computing capabilities
  2. The different aaS’s: Network, Infrastructure, Platform, Software
  3. The amazing services that Amazon AWS and Microsoft Azure have
  4. Initial Gartner comments on clouds (they are now the norm) and evolution of servers; serverless and microservices

Defining Clouds III:

Video Video https://drive.google.com/open?id=1MjIU3N2PX_3SsYSN7eJtAlHGfdePbKEL

:orange_book: Slides https://drive.google.com/open?id=1cDJhE86YRAOCPCAz4dVv2ieq-4SwTYQW

  1. Cloud Market Share
  2. How important are they?
  3. How much money do they make?

Virtualization:

Video Video https://drive.google.com/open?id=1-zd6wf3zFCaTQFInosPHuHvcVrLOywsw

:orange_book: Slides https://drive.google.com/open?id=1_-BIAVHSgOnWQmMfIIC61wH-UBYywluO

  1. Virtualization Technologies, Hypervisors and the different approaches
  2. KVM Xen, Docker and Openstack

Cloud Infrastructure I:

Video Video https://drive.google.com/open?id=1CIVNiqu88yeRkeU5YOW3qNJbfQHwfBzE

:orange_book: Slides https://drive.google.com/open?id=11JRZe2RblX2MnJEAyNwc3zup6WS8lU-V

  1. Comments on trends in the data center and its technologies
  2. Clouds physically across the world
  3. Green computing
  4. Amount of world’s computing ecosystem in clouds

Cloud Infrastructure II:

Video Videos https://drive.google.com/open?id=1yGR0YaqSoZ83m1_Kz7q7esFrrxcFzVgl

:orange_book: Slides https://drive.google.com/open?id=1L6fnuALdW3ZTGFvu4nXsirPAn37ZMBEb

  1. Gartner hypecycle and priority matrix on Infrastructure Strategies and Compute Infrastructure
  2. Containers compared to virtual machines
  3. The emergence of artificial intelligence as a dominant force

Cloud Software:

Video Video https://drive.google.com/open?id=14HISqj17Ihom8G6v9KYR2GgAyjeK1mOp

:orange_book: Slides https://drive.google.com/open?id=10TaEQE9uEPBFtAHpCAT_1akCYbvlMCPg

  1. HPC-ABDS with over 350 software packages and how to use each of 21 layers
  2. Google’s software innovations
  3. MapReduce in pictures
  4. Cloud and HPC software stacks compared
  5. Components need to support cloud/distributed system programming

Cloud Applications I: Research applications

Video Video https://drive.google.com/open?id=11zuqeUbaxyfpONOmHRaJQinc4YSZszri

:orange_book: Slides https://drive.google.com/open?id=1hUgC82FLutp32rICEbPJMgHaadTlOOJv

  1. Clouds in science where the area called cyberinfrastructure

Cloud Applications II: Few key types

Video Video https://drive.google.com/open?id=1S2-MgshCSqi9a6_tqEVktktN4Nf6Hj4d

:orange_book: Slides https://drive.google.com/open?id=1KlYnTZgRzqjnG1g-Mf8NTvw1k8DYUCbw

  1. Internet of Things
  2. Different types of MapReduce

Parallel Computing in Pictures

Video Video https://drive.google.com/open?id=1LSnVj0Vw2LXOAF4_CMvehkn0qMIr4y4J

:orange_book: Slides https://drive.google.com/open?id=1IDozpqtGbTEzANDRt4JNb1Fhp7JCooZH

  1. Some useful analogies and principles
  2. Society and Building Hadrian’s wall

Parallel Computing in real world

Video Video https://drive.google.com/open?id=1d0pwvvQmm5VMyClm_kGlmB79H69ihHwk

:orange_book: Slides https://drive.google.com/open?id=1aPEIx98aDYaeJS-yY1JhqqnPPJbizDAJ

  1. Single Program/Instruction Multiple Data SIMD SPMD
  2. Parallel Computing in general
  3. Big Data and Simulations Compared
  4. What is hard to do?

Cloud Storage:

Video Video https://drive.google.com/open?id=1ukgyO048qX0uZ9sti3HxIDGscyKqeCaB

:orange_book: Slides https://drive.google.com/open?id=1rVRMcfrpFPpKVhw9VZ8I72TTW21QxzuI

  1. Cloud data approaches
  2. Repositories, File Systems, Data lakes

HPC and Clouds: The Branscomb Pyramid

Video Video https://drive.google.com/open?id=15rrCZ_yaMSpQNZg1lBs_YaOSPw1Rddog

:orange_book: Slides https://drive.google.com/open?id=1JRdtXWWW0qJrbWAXaHJHxDUZEhPCOK_C

  1. Supercomputers versus clouds
  2. Science Computing Environments

Comparison of Data Analytics with Simulation:

Video Video https://drive.google.com/open?id=1wmt7MQLz3Bf2mvLN8iHgXFHiuvGfyRKr

:orange_book: Slides https://drive.google.com/open?id=1vRv76LerhgJKUsGosXLVKq4s_wDqFlK4

  1. Structure of different applications for simulations and Big Data
  2. Software implications
  3. Languages

The Future:

Video Video https://drive.google.com/open?id=1A20g-rTYe0EKxMSX0HI4D8UyUDcq9IJc

:orange_book: Slides https://drive.google.com/open?id=1_vFA_SLsf4PQ7ATIxXpGPIPHawqYlV9K

  1. Gartner cloud computing hypecycle and priority matrix
  2. Hyperscale computing
  3. Serverless and FaaS
  4. Cloud Native
  5. Microservices

Fault Tolerance

Video Video https://drive.google.com/open?id=11hJA3BuT6pS9Ovv5oOWB3QOVgKG8vD24

:orange_book: Slides https://drive.google.com/open?id=1oNztdHQPDmj24NSGx1RzHa7XfZ5vqUZg

Last modified June 17, 2021 : add aliasses (6b7beab5)