SlideShare a Scribd company logo
1 of 115
Download to read offline
CLOUD COMPUTING
Private Cloud Implementation using OpenStack
PROF. SOUMYA K. GHOSH
DEPARTMENT OF COMPUTER SCIENCE AND ENGINEERING
IIT KHARAGPUR
Overview
• Meghamala @IITKgp
on OpenStack Cloud
• VM Creation
• Accessing VM by User
• VM Termination
Meghamala - IITKgp Cloud
(using OpenStack)
Horizon Login Page
Overview of OpenStack Compute Nodes
Graphical representation of resource usage
192.164.0.8
10.4.0.8
Details of Instances
192.164.0.1
10.4.0.1
192.164.0.2
10.4.0.2
192.164.0.3
10.4.0.3
192.164.0.4
10.4.0.4
192.164.0.5
10.4.0.5
192.164.0.6
10.4.0.6
192.164.0.7
10.4.0.7
Cinder- details of Volumes
Glance- Overview of available images in Meghamala cloud
Neutron- Network Access Rules of a Security
Group
Nova-vCPU, RAM, Storage details of Hypervisors
Nova- Different flavors of VMs in Meghamala
Images of Cloud Instance in Meghamala
Compute Services in Meghamala
VM Creation
192.168.0.1
10.4.0.1
192.168.0.2
10.4.0.2
192.168.0.3
10.4.0.3
192.168.0.4
10.4.0.4
192.168.0.5
10.4.0.5
192.168.0.6
10.4.0.6
192.168.0.7
10.4.0.7
192.168.0.0
10.4.0.7
192.164.0.1
10.4.0.1
192.164.0.2
10.4.0.2
192.164.0.3
10.4.0.3
192.164.0.4
10.4.0.4
192.164.0.5
10.4.0.5
192.164.0.6
10.4.0.6
192.164.0.7
10.4.0.7
192.164.0.8
10.4.0.8
192.168.0.1
10.4.0.1
192.168.0.2
10.4.0.2
192.168.0.3
10.4.0.3
192.168.0.4
10.4.0.4
192.168.0.5
10.4.0.5
192.168.0.6
10.4.0.6
192.168.0.7
10.4.0.7
192.168.0.0
10.4.0.7
192.164.0.1
10.4.0.1
192.164.0.2
10.4.0.2
192.164.0.3
10.4.0.3
192.164.0.4
10.4.0.4
192.164.0.5
10.4.0.5
192.164.0.6
10.4.0.6
192.164.0.7
10.4.0.7
192.164.0.8
10.4.0.8
192.164.0.1
10.4.0.1
192.164.0.2
10.4.0.2
192.164.0.3
10.4.0.3
192.164.0.4
10.4.0.4
192.164.0.5
10.4.0.5
192.164.0.6
10.4.0.6
192.164.0.7
10.4.0.7
192.164.0.8
10.4.0.8
Accessing VM by User
Accessing of newly created VM through X2Go
Client
Accessing newly created VM - ‘cloud-nptel’
VM Termination
192.164.0.1
10.4.0.1
192.164.0.2
10.4.0.2
192.164.0.3
10.4.0.3
192.164.0.4
10.4.0.4
192.164.0.5
10.4.0.5
192.164.0.6
10.4.0.6
192.164.0.7
10.4.0.7
192.164.0.8
10.4.0.8
192.164.0.1
10.4.0.1
192.164.0.2
10.4.0.2
192.164.0.3
10.4.0.3
192.164.0.4
10.4.0.4
192.164.0.5
10.4.0.5
192.164.0.6
10.4.0.6
192.164.0.7
10.4.0.7
192.164.0.8
10.4.0.8
192.164.0.1
10.4.0.1
192.164.0.2
10.4.0.2
192.164.0.3
10.4.0.3
192.164.0.4
10.4.0.4
192.164.0.5
10.4.0.5
192.164.0.6
10.4.0.6
192.164.0.7
10.4.0.7
192.164.0.8
10.4.0.8
192.164.0.9
10.4.0.9
Thank You!
38
CLOUD COMPUTING
CREATE A PYTHON WEB APP IN MICROSOFT AZURE:
PROF. SOUMYA K. GHOSH
DEPARTMENT OF COMPUTER SCIENCE AND ENGINEERING
IIT KHARAGPUR
Microsoft Azure : An overview
Ref: https://azure.microsoft.com/en-in/
• Microsoft Azure is a growing collection of integrated cloud services which
developers and IT professionals use to build, deploy and manage applications
through a global network of datacenters.
• With Azure, developers get the freedom to build and deploy wherever they
want, using the tools, applications and frameworks of their choice.
Deploy anywhere with your choice of tools
Ref: https://azure.microsoft.com/en-in/
• Connecting cloud and on-premises with consistent hybrid cloud capabilities
and using open source technologies
Protect your business with the most trusted cloud
Ref: https://azure.microsoft.com/en-in/
• Azure helps to protect assets through a rigorous methodology and focus on
security, privacy, compliance and transparency.
Accelerate app innovation
Ref: https://azure.microsoft.com/en-in/
• Build simple to complex projects within a consistent portal experience using
deeply-integrated cloud services, so developers can rapidly develop, deploy
and manage their apps.
Power decisions and apps with insights
Ref: https://azure.microsoft.com/en-in/
• Uncover business insights with advanced analytics and data services for both
traditional and new data sources. Detect anomalies, predict behaviors and
recommend actions for your business.
In this demo, we are going to present the creation of a
python web app in Microsoft Azure.
Ref: https://azure.microsoft.com/en-in/
Ref: https://azure.microsoft.com/en-in/
Azure Web Apps
• Highly scalable, Self-patching web hosting service.
• Prerequisites
 To complete this demo:
 Install Git
 Install Python
Ref: https://docs.microsoft.com/en-us/azure/app-service-web/app-service-web-get-started-python
Go to https://portal.azure.com/and login with your username
and password
Login with your username and password
Ref: https://docs.microsoft.com/en-us/azure/app-service-web/app-service-web-get-started-python
Launch Azure Cloud Shell : It is a free bash shell that we can directly use
within the Azure portal
Ref: https://docs.microsoft.com/en-us/azure/app-service-web/app-service-web-get-started-python
Download the sample
In a terminal window, run the following command to clone the sample app repository to your
local machine.
Ref: https://docs.microsoft.com/en-us/azure/app-service-web/app-service-web-get-started-python
Change to the directory that contains the
sample code
Ref: https://docs.microsoft.com/en-us/azure/app-service-web/app-service-web-get-started-python
Install flask
Ref: https://docs.microsoft.com/en-us/azure/app-service-web/app-service-web-get-started-python
Run the app locally
Ref: https://docs.microsoft.com/en-us/azure/app-service-web/app-service-web-get-started-python
Open a web browser, and navigate to the sample app at http://localhost:5000.
You can see the Hello World message from the sample app displayed in the
page.
Ref: https://docs.microsoft.com/en-us/azure/app-service-web/app-service-web-get-started-python
 A deployment user is required for FTP and local Git
deployment to a web app.
az webapp deployment user set --user-name <username> --
password <password>
Ref: https://docs.microsoft.com/en-us/azure/app-service-web/app-service-web-get-started-python
Configure a deployment user
using the command
Create a resource group: A resource group is a logical container into which Azure resources
like web apps, databases, and storage accounts are deployed and managed.
Ref: https://docs.microsoft.com/en-us/azure/app-service-web/app-service-web-get-started-python
Create an Azure App Service plan
Ref: https://docs.microsoft.com/en-us/azure/app-service-web/app-service-web-get-started-python
 An App Service plan specifies the location, size, and features of the web
server farm that hosts your app. You can save money when hosting multiple
apps by configuring the web apps to share a single App Service plan.
 App Service plans define:
 Region (for example: North Europe, East US, or Southeast Asia)
 Instance size (small, medium, or large)
 Scale count (1 to 20 instances)
 SKU (Free, Shared, Basic, Standard, or Premium)
Create an Azure App Service plan
Ref: https://docs.microsoft.com/en-us/azure/app-service-web/app-service-web-get-started-python
Create a web app
Ref: https://docs.microsoft.com/en-us/azure/app-service-web/app-service-web-get-started-python
 The web app provides a hosting space for your code and provides a URL to
view the deployed app.
Create a web app
Ref: https://docs.microsoft.com/en-us/azure/app-service-web/app-service-web-get-started-python
Browse to the site azappshu001.azurewebsites.net to see your
newly created web app.
Ref: https://docs.microsoft.com/en-us/azure/app-service-web/app-service-web-get-started-python
Configure to use Python: Setting the Python version this way uses a
default container provided by the platform.
Ref: https://docs.microsoft.com/en-us/azure/app-service-web/app-service-web-get-started-python
Configure local Git deployment
Ref: https://docs.microsoft.com/en-us/azure/app-service-web/app-service-web-get-started-python
 App Service supports several ways to deploy content to a web app, such as
FTP, local Git, GitHub, Visual Studio Team Services, and Bitbucket. For this
quickstart, you deploy by using local Git. That means you deploy by using a Git
command to push from a local repository to a repository in Azure.
Configure local Git deployment
Ref: https://docs.microsoft.com/en-us/azure/app-service-web/app-service-web-get-started-python
Push to Azure from Git: Add an Azure remote to your local Git
repository.
Ref: https://docs.microsoft.com/en-us/azure/app-service-web/app-service-web-get-started-python
Push to the Azure remote to deploy your app. You are prompted for the password you
created earlier when you created the deployment user. Make sure that you enter the
password you created in Configure a deployment user, not the password you use to
log in to the Azure portal.
Ref: https://docs.microsoft.com/en-us/azure/app-service-web/app-service-web-get-started-python
Browse to the app at azappshu001.azurewebsites.net
Ref: https://docs.microsoft.com/en-us/azure/app-service-web/app-service-web-get-started-python
Update and redeploy the code
Ref: https://docs.microsoft.com/en-us/azure/app-service-web/app-service-web-get-started-python
Using a local text editor, open the main.py file in the
Python app, and make a small change
Ref: https://docs.microsoft.com/en-us/azure/app-service-web/app-service-web-get-started-python
Commit your changes in Git
Ref: https://docs.microsoft.com/en-us/azure/app-service-web/app-service-web-get-started-python
Push the code changes to Azure
Ref: https://docs.microsoft.com/en-us/azure/app-service-web/app-service-web-get-started-python
Once deployment has completed, refresh the page
azappshu001.azurewebsites.net
Ref: https://docs.microsoft.com/en-us/azure/app-service-web/app-service-web-get-started-python
References
1. https://docs.microsoft.com/en-us/azure/app-service-web/app-service-web-get-started-
python
Thank You!!
1
Google Cloud Platform (GCP)
Prof. Soumya K Ghosh
Department of Computer Science and Engineering
IIT KHARAGPUR
What’s Google Cloud Platform?
 Google Cloud Platform is a set of
services that enables developers to
build, test and deploy applications on
Google’s reliable infrastructure.
 Google cloud platform is a set of
modular cloud-based services that allow
you to create anything from simple
websites to complex applications
2
Google Cloud Platform Services!
3
Why Google Cloud Platform?
4
Run on Google’s Infrastructure
Build on the same infrastructure that allows Google to return billions of
search results in milliseconds, serve 6 billion hours of YouTube video per
month and provide storage for 425 million Gmail users.
 Global Network
 Redundancy
 Innovative Infrastructure
Why Google Cloud Platform? (contd..)
5
Focus on your product
Rapidly develop, deploy and iterate your applications without worrying about
system administration. Google manages your application, database and
storage servers so you don’t have to.
 Managed services
 Developer Tools and SDKs
 Console and Administration
Why Google Cloud Platform? (contd..)
6
Mix and Match Services
Virtual machines. Managed platform. Blob storage. Block storage. NoSQL
datastore. MySQL database. Big Data analytics. Google Cloud Platform has all
the services your application architecture needs.
 Compute
 Storage
 Services
Why Google Cloud Platform? (contd..)
7
Scale to millions of users
Applications hosted on Cloud Platform can automatically scale up to handle the
most demanding workloads and scale down when traffic subsides. You pay only
for what you use.
Scale-up: Cloud Platform is designed to scale like Google’s own products, even when you
experience a huge traffic spike. Managed services such as App Engine or Cloud Datastore give
you auto-scaling that enables your application to grow with your users.
Scale-down: Just as Cloud Platform allows you to scale-up, managed services also scale down.
You don’t pay for computing resources that you don’t need.
Why Google Cloud Platform? (contd..)
8
Performance you can count on
Google’s compute infrastructure gives you consistent CPU, memory and disk
performance. The network and edge cache serve responses rapidly to your
users across the world.
 CPU, Memory and Disk
 Global Network
 Transparent maintenance
Why Google Cloud Platform? (contd..)
9
Get the support you need
With a worldwide community of users, partner ecosystem and premium support
packages, Google provides a full range of resources to help you get started and
grow.
Google Cloud Platform Services
10
I. Cloud Platform offers both a fully managed platform and
flexible virtual machines, allowing you to choose a
system that meets your needs.
II. Use App Engine, a Platform-as-a-Service, when you
just want to focus on your code and not worry about
patching or maintenance.
III. Get access to raw virtual machines with Compute
Engine and have the flexibility to build anything you
need.
Google Cloud Platform Services
11
I. Google Cloud Platform provides a range of storage services that allow you
to maintain easy and quick access to your data.
II. With Cloud SQL and Datastore you get MySQL or NoSQL databases,
while Cloud Storage provides flexible object storage with global edge
caching.
Google Cloud Platform Services
12
I. Use Google APIs and services to quickly enable a wide
range of functionality for your application.
II. You don’t need to build these from scratch, just take
advantage of easy integration within Cloud Platform.
Google Cloud Platform Services – from User end!
13
 Consider to migrate your web application to Google Cloud Platform for
better performance using GoogleAppEngine.
 Your application should go wherever your users go: Scale your application
using GoogleCloudEndpoints.
 Integrate Google’s services into your Application using GoogleAPIs.
14
Example 1: Host your web-page in Google Cloud Platform
Example 2: Build your web-app using Google App Engine
15
Example 1: Host your web-page in Google Cloud Platform
An easy example: Host your web-page inside Google Cloud Platform
16
i) Open the Cloud Storage browser in the Google Cloud
Platform Console & click on Create Bucket
An easy example: Host your web-page inside Google Cloud Platform
17
ii) In the list of buckets, find the bucket you created.
And Click the more actions icon next to the bucket and select Edit
configuration.
An easy example: Host your web-page inside Google Cloud Platform
18
iii) In the Configure website dialog, specify the Main Page and the 404
(Not Found) Page or even your web-site folder!
Upload all files/ figures
of your web-site!
Check whether all are
shared publicly!
An easy example: Host your web-page inside Google Cloud Platform
19
iv) Get the public link of your html of home-page or index.html
20
And you are ready to go! 
https://storage.googleapis.com/gcp-
webpage/GCP-Webpage/index1.html
21
Example 2: Build your web-app using Google App Engine
Another example: Host your web-app using Google App Engine
22
i) Open the Google Cloud Platform Console & create a new project using
Cloud Platform project and App Engine application
Another example: Host your web-app using Google App Engine
23
ii) When prompted, select the region where you want your App Engine
application located.
Another example: Host your web-app using Google App Engine
24
iii) Select your preferred programming language to build your app.
25
iv) Activate your Google Cloud Shell .
Google Cloud Shell will appear
26
v) Clone the Hello World sample app repository and go to the directory that
contains the sample code
27
v) Each application must contain ‘app.yaml’ and code base ‘main.py’ [with
Flask web app deployment ]
28
vi) From within the hello_world directory where the app's
app.yaml configuration file is located, start the local development server :
dev_appserver.py $PWD
29
Visit in your web browser to view the app
30
You can shut-down the development server at any point!
31
You can leave the development server running while you develop your application.
The development server watches for changes in your source files and reloads them
if necessary
Edit main.py
32
Edit main.py
33
Reload the web-page
34
Now deploy your app to App Engine : gcloud app deploy app.yaml - - project gcp-pythonapp
35
Now deploy your app to App Engine : gcloud app deploy app.yaml - - project gcp-pythonapp
36
View your application : gcloud app browse
37
View your application : gcloud app browse
38
You have successfully deployed an web-app!
Some Useful Links!
• Google Cloud Platform Developers Portal: https://cloud.google.com/developers
• Google Developers Global Portal: https://developers.google.com
• Google Cloud Platform Products list: https://cloud.google.com/products/compute-engine/
• Understanding Google APIs: https://fethidilmi.blogspot.com/2013/01/understanding-google-
apis.html
39
References
• https://cloud.google.com/storage/docs/
• https://cloud.google.com/why-google/
• https://cloud.google.com/products/
• http://fethidilmi.blogspot.com
• https://www.slideshare.net/delphiexile/google-cloud-platform-overview-28927697
40
41

More Related Content

What's hot

What's hot (20)

Virtualization in cloud computing ppt
Virtualization in cloud computing pptVirtualization in cloud computing ppt
Virtualization in cloud computing ppt
 
An Introduction to Semantic Web Technology
An Introduction to Semantic Web TechnologyAn Introduction to Semantic Web Technology
An Introduction to Semantic Web Technology
 
Cloud computing and Cloud Enabling Technologies
Cloud computing and Cloud Enabling TechnologiesCloud computing and Cloud Enabling Technologies
Cloud computing and Cloud Enabling Technologies
 
cloud virtualization technology
 cloud virtualization technology  cloud virtualization technology
cloud virtualization technology
 
Week 1 lecture material cc
Week 1 lecture material ccWeek 1 lecture material cc
Week 1 lecture material cc
 
Emergence of cloud computing and internet of things an overview
Emergence of cloud computing and internet of things   an overviewEmergence of cloud computing and internet of things   an overview
Emergence of cloud computing and internet of things an overview
 
Web design and development trends
Web design and development  trendsWeb design and development  trends
Web design and development trends
 
CS6010 Social Network Analysis Unit I
CS6010 Social Network Analysis Unit ICS6010 Social Network Analysis Unit I
CS6010 Social Network Analysis Unit I
 
Web scraping &amp; browser automation
Web scraping &amp; browser automationWeb scraping &amp; browser automation
Web scraping &amp; browser automation
 
Lecture27 cc-security2
Lecture27 cc-security2Lecture27 cc-security2
Lecture27 cc-security2
 
Introduction to Cloud Computing
Introduction to Cloud ComputingIntroduction to Cloud Computing
Introduction to Cloud Computing
 
High performance computing
High performance computingHigh performance computing
High performance computing
 
Cloud Computing and Services | PPT
Cloud Computing and Services | PPTCloud Computing and Services | PPT
Cloud Computing and Services | PPT
 
5. IO virtualization
5. IO virtualization5. IO virtualization
5. IO virtualization
 
Cloud deployment models
Cloud deployment modelsCloud deployment models
Cloud deployment models
 
Web Crawlers
Web CrawlersWeb Crawlers
Web Crawlers
 
Introduction to Amazon EC2
Introduction to Amazon EC2Introduction to Amazon EC2
Introduction to Amazon EC2
 
Wordpress ppt
Wordpress pptWordpress ppt
Wordpress ppt
 
Week 7 lecture material
Week 7 lecture materialWeek 7 lecture material
Week 7 lecture material
 
Deep Learning - CNN and RNN
Deep Learning - CNN and RNNDeep Learning - CNN and RNN
Deep Learning - CNN and RNN
 

Similar to Week 4 lecture material cc (1)

Similar to Week 4 lecture material cc (1) (20)

Masterless Puppet Using AWS S3 Buckets and IAM Roles
Masterless Puppet Using AWS S3 Buckets and IAM RolesMasterless Puppet Using AWS S3 Buckets and IAM Roles
Masterless Puppet Using AWS S3 Buckets and IAM Roles
 
20201015 Azure PaaS Update at Microsoft Ignite 2020
20201015 Azure PaaS Update at Microsoft Ignite 202020201015 Azure PaaS Update at Microsoft Ignite 2020
20201015 Azure PaaS Update at Microsoft Ignite 2020
 
Enabling .NET Apps with Monitoring and Management Using Steeltoe
Enabling .NET Apps with Monitoring and Management Using SteeltoeEnabling .NET Apps with Monitoring and Management Using Steeltoe
Enabling .NET Apps with Monitoring and Management Using Steeltoe
 
アプリケーションエンジニアへのいちおし Azure Update at Microsoft Ignite 2020
アプリケーションエンジニアへのいちおし Azure Update at Microsoft Ignite 2020アプリケーションエンジニアへのいちおし Azure Update at Microsoft Ignite 2020
アプリケーションエンジニアへのいちおし Azure Update at Microsoft Ignite 2020
 
A Love Story with Kubevirt and Backstage from Cloud Native NoVA meetup Feb 2024
A Love Story with Kubevirt and Backstage from Cloud Native NoVA meetup Feb 2024A Love Story with Kubevirt and Backstage from Cloud Native NoVA meetup Feb 2024
A Love Story with Kubevirt and Backstage from Cloud Native NoVA meetup Feb 2024
 
Technical Capabilities of the kitsune framework
Technical Capabilities of the kitsune frameworkTechnical Capabilities of the kitsune framework
Technical Capabilities of the kitsune framework
 
Azure Cloud Application Development Workshop - UGIdotNET
Azure Cloud Application Development Workshop - UGIdotNETAzure Cloud Application Development Workshop - UGIdotNET
Azure Cloud Application Development Workshop - UGIdotNET
 
Continuously deploy a containerized app to “Azure App Service”
Continuously deploy a containerized app to “Azure App Service”Continuously deploy a containerized app to “Azure App Service”
Continuously deploy a containerized app to “Azure App Service”
 
kreuzwerker AWS Modernizing Legacy Operations with Containerized Solutions 20...
kreuzwerker AWS Modernizing Legacy Operations with Containerized Solutions 20...kreuzwerker AWS Modernizing Legacy Operations with Containerized Solutions 20...
kreuzwerker AWS Modernizing Legacy Operations with Containerized Solutions 20...
 
Anthos Security: modernize your security posture for cloud native applications
Anthos Security: modernize your security posture for cloud native applicationsAnthos Security: modernize your security posture for cloud native applications
Anthos Security: modernize your security posture for cloud native applications
 
Exam Overview 70-533 Implementing Azure Infrastructure Solutions
Exam Overview 70-533 Implementing Azure Infrastructure SolutionsExam Overview 70-533 Implementing Azure Infrastructure Solutions
Exam Overview 70-533 Implementing Azure Infrastructure Solutions
 
EPM Cloud 360
EPM Cloud 360EPM Cloud 360
EPM Cloud 360
 
Microsoft Azure News - December 2019
Microsoft Azure News - December 2019Microsoft Azure News - December 2019
Microsoft Azure News - December 2019
 
Azure from scratch Part 1 By Girish Kalamati
Azure from scratch Part 1 By Girish KalamatiAzure from scratch Part 1 By Girish Kalamati
Azure from scratch Part 1 By Girish Kalamati
 
Pivotal Platform - December Release A First Look
Pivotal Platform - December Release A First LookPivotal Platform - December Release A First Look
Pivotal Platform - December Release A First Look
 
Continuous Integration and Deployment Best Practices on AWS (ARC307) | AWS re...
Continuous Integration and Deployment Best Practices on AWS (ARC307) | AWS re...Continuous Integration and Deployment Best Practices on AWS (ARC307) | AWS re...
Continuous Integration and Deployment Best Practices on AWS (ARC307) | AWS re...
 
Continuous Deployment @ AWS Re:Invent
Continuous Deployment @ AWS Re:InventContinuous Deployment @ AWS Re:Invent
Continuous Deployment @ AWS Re:Invent
 
Overseeing Ship's Surveys and Surveyors Globally Using IoT and Docker by Jay ...
Overseeing Ship's Surveys and Surveyors Globally Using IoT and Docker by Jay ...Overseeing Ship's Surveys and Surveyors Globally Using IoT and Docker by Jay ...
Overseeing Ship's Surveys and Surveyors Globally Using IoT and Docker by Jay ...
 
Get SaaSy with Red Hat OpenShift on AWS (CON305-S) - AWS re:Invent 2018
Get SaaSy with Red Hat OpenShift on AWS (CON305-S) - AWS re:Invent 2018Get SaaSy with Red Hat OpenShift on AWS (CON305-S) - AWS re:Invent 2018
Get SaaSy with Red Hat OpenShift on AWS (CON305-S) - AWS re:Invent 2018
 
How to convert your Full Trust Solutions to the SharePoint Framework (SPFx)
How to convert your Full Trust Solutions to the SharePoint Framework (SPFx)How to convert your Full Trust Solutions to the SharePoint Framework (SPFx)
How to convert your Full Trust Solutions to the SharePoint Framework (SPFx)
 

More from Ankit Gupta

More from Ankit Gupta (20)

Biometricstechnology in iot and machine learning
Biometricstechnology in iot and machine learningBiometricstechnology in iot and machine learning
Biometricstechnology in iot and machine learning
 
Week 8 lecture material
Week 8 lecture materialWeek 8 lecture material
Week 8 lecture material
 
Mod05lec25(resource mgmt ii)
Mod05lec25(resource mgmt ii)Mod05lec25(resource mgmt ii)
Mod05lec25(resource mgmt ii)
 
Mod05lec24(resource mgmt i)
Mod05lec24(resource mgmt i)Mod05lec24(resource mgmt i)
Mod05lec24(resource mgmt i)
 
Mod05lec23(map reduce tutorial)
Mod05lec23(map reduce tutorial)Mod05lec23(map reduce tutorial)
Mod05lec23(map reduce tutorial)
 
Mod05lec22(cloudonomics tutorial)
Mod05lec22(cloudonomics tutorial)Mod05lec22(cloudonomics tutorial)
Mod05lec22(cloudonomics tutorial)
 
Mod05lec21(sla tutorial)
Mod05lec21(sla tutorial)Mod05lec21(sla tutorial)
Mod05lec21(sla tutorial)
 
Lecture29 cc-security4
Lecture29 cc-security4Lecture29 cc-security4
Lecture29 cc-security4
 
Lecture28 cc-security3
Lecture28 cc-security3Lecture28 cc-security3
Lecture28 cc-security3
 
Lecture26 cc-security1
Lecture26 cc-security1Lecture26 cc-security1
Lecture26 cc-security1
 
Lecture 30 cloud mktplace
Lecture 30 cloud mktplaceLecture 30 cloud mktplace
Lecture 30 cloud mktplace
 
Gurukul Cse cbcs-2015-16
Gurukul Cse cbcs-2015-16Gurukul Cse cbcs-2015-16
Gurukul Cse cbcs-2015-16
 
Microprocessor full hand made notes
Microprocessor full hand made notesMicroprocessor full hand made notes
Microprocessor full hand made notes
 
Transfer Leaning Using Pytorch synopsis Minor project pptx
Transfer Leaning Using Pytorch  synopsis Minor project pptxTransfer Leaning Using Pytorch  synopsis Minor project pptx
Transfer Leaning Using Pytorch synopsis Minor project pptx
 
Intro/Overview on Machine Learning Presentation -2
Intro/Overview on Machine Learning Presentation -2Intro/Overview on Machine Learning Presentation -2
Intro/Overview on Machine Learning Presentation -2
 
Intro/Overview on Machine Learning Presentation
Intro/Overview on Machine Learning PresentationIntro/Overview on Machine Learning Presentation
Intro/Overview on Machine Learning Presentation
 
Cloud computing ebook
Cloud computing ebookCloud computing ebook
Cloud computing ebook
 
java program assigment -2
java program assigment -2java program assigment -2
java program assigment -2
 
java program assigment -1
java program assigment -1java program assigment -1
java program assigment -1
 
Other software processes (Software project Management)
Other software processes (Software project Management)Other software processes (Software project Management)
Other software processes (Software project Management)
 

Recently uploaded

electrical installation and maintenance.
electrical installation and maintenance.electrical installation and maintenance.
electrical installation and maintenance.
benjamincojr
 
21P35A0312 Internship eccccccReport.docx
21P35A0312 Internship eccccccReport.docx21P35A0312 Internship eccccccReport.docx
21P35A0312 Internship eccccccReport.docx
rahulmanepalli02
 
Artificial intelligence presentation2-171219131633.pdf
Artificial intelligence presentation2-171219131633.pdfArtificial intelligence presentation2-171219131633.pdf
Artificial intelligence presentation2-171219131633.pdf
Kira Dess
 
Final DBMS Manual (2).pdf final lab manual
Final DBMS Manual (2).pdf final lab manualFinal DBMS Manual (2).pdf final lab manual
Final DBMS Manual (2).pdf final lab manual
BalamuruganV28
 
Tembisa Central Terminating Pills +27838792658 PHOMOLONG Top Abortion Pills F...
Tembisa Central Terminating Pills +27838792658 PHOMOLONG Top Abortion Pills F...Tembisa Central Terminating Pills +27838792658 PHOMOLONG Top Abortion Pills F...
Tembisa Central Terminating Pills +27838792658 PHOMOLONG Top Abortion Pills F...
drjose256
 

Recently uploaded (20)

Instruct Nirmaana 24-Smart and Lean Construction Through Technology.pdf
Instruct Nirmaana 24-Smart and Lean Construction Through Technology.pdfInstruct Nirmaana 24-Smart and Lean Construction Through Technology.pdf
Instruct Nirmaana 24-Smart and Lean Construction Through Technology.pdf
 
Adsorption (mass transfer operations 2) ppt
Adsorption (mass transfer operations 2) pptAdsorption (mass transfer operations 2) ppt
Adsorption (mass transfer operations 2) ppt
 
Artificial Intelligence in due diligence
Artificial Intelligence in due diligenceArtificial Intelligence in due diligence
Artificial Intelligence in due diligence
 
Independent Solar-Powered Electric Vehicle Charging Station
Independent Solar-Powered Electric Vehicle Charging StationIndependent Solar-Powered Electric Vehicle Charging Station
Independent Solar-Powered Electric Vehicle Charging Station
 
electrical installation and maintenance.
electrical installation and maintenance.electrical installation and maintenance.
electrical installation and maintenance.
 
21P35A0312 Internship eccccccReport.docx
21P35A0312 Internship eccccccReport.docx21P35A0312 Internship eccccccReport.docx
21P35A0312 Internship eccccccReport.docx
 
Autodesk Construction Cloud (Autodesk Build).pptx
Autodesk Construction Cloud (Autodesk Build).pptxAutodesk Construction Cloud (Autodesk Build).pptx
Autodesk Construction Cloud (Autodesk Build).pptx
 
Artificial intelligence presentation2-171219131633.pdf
Artificial intelligence presentation2-171219131633.pdfArtificial intelligence presentation2-171219131633.pdf
Artificial intelligence presentation2-171219131633.pdf
 
Basics of Relay for Engineering Students
Basics of Relay for Engineering StudentsBasics of Relay for Engineering Students
Basics of Relay for Engineering Students
 
21scheme vtu syllabus of visveraya technological university
21scheme vtu syllabus of visveraya technological university21scheme vtu syllabus of visveraya technological university
21scheme vtu syllabus of visveraya technological university
 
Involute of a circle,Square, pentagon,HexagonInvolute_Engineering Drawing.pdf
Involute of a circle,Square, pentagon,HexagonInvolute_Engineering Drawing.pdfInvolute of a circle,Square, pentagon,HexagonInvolute_Engineering Drawing.pdf
Involute of a circle,Square, pentagon,HexagonInvolute_Engineering Drawing.pdf
 
Final DBMS Manual (2).pdf final lab manual
Final DBMS Manual (2).pdf final lab manualFinal DBMS Manual (2).pdf final lab manual
Final DBMS Manual (2).pdf final lab manual
 
Interfacing Analog to Digital Data Converters ee3404.pdf
Interfacing Analog to Digital Data Converters ee3404.pdfInterfacing Analog to Digital Data Converters ee3404.pdf
Interfacing Analog to Digital Data Converters ee3404.pdf
 
UNIT 4 PTRP final Convergence in probability.pptx
UNIT 4 PTRP final Convergence in probability.pptxUNIT 4 PTRP final Convergence in probability.pptx
UNIT 4 PTRP final Convergence in probability.pptx
 
5G and 6G refer to generations of mobile network technology, each representin...
5G and 6G refer to generations of mobile network technology, each representin...5G and 6G refer to generations of mobile network technology, each representin...
5G and 6G refer to generations of mobile network technology, each representin...
 
What is Coordinate Measuring Machine? CMM Types, Features, Functions
What is Coordinate Measuring Machine? CMM Types, Features, FunctionsWhat is Coordinate Measuring Machine? CMM Types, Features, Functions
What is Coordinate Measuring Machine? CMM Types, Features, Functions
 
Tembisa Central Terminating Pills +27838792658 PHOMOLONG Top Abortion Pills F...
Tembisa Central Terminating Pills +27838792658 PHOMOLONG Top Abortion Pills F...Tembisa Central Terminating Pills +27838792658 PHOMOLONG Top Abortion Pills F...
Tembisa Central Terminating Pills +27838792658 PHOMOLONG Top Abortion Pills F...
 
Seismic Hazard Assessment Software in Python by Prof. Dr. Costas Sachpazis
Seismic Hazard Assessment Software in Python by Prof. Dr. Costas SachpazisSeismic Hazard Assessment Software in Python by Prof. Dr. Costas Sachpazis
Seismic Hazard Assessment Software in Python by Prof. Dr. Costas Sachpazis
 
Insurance management system project report.pdf
Insurance management system project report.pdfInsurance management system project report.pdf
Insurance management system project report.pdf
 
Filters for Electromagnetic Compatibility Applications
Filters for Electromagnetic Compatibility ApplicationsFilters for Electromagnetic Compatibility Applications
Filters for Electromagnetic Compatibility Applications
 

Week 4 lecture material cc (1)