Virtual machine provisioning automates the process of deploying new virtual machines on physical servers in minutes rather than the days it previously took. It allocates computing resources to support the virtual machine. Virtual machine migration allows maintenance tasks to be completed in milliseconds rather than the lengthy downtime previously required. Together, provisioning and migration improve efficiency and flexibility while maintaining service availability and meeting service level agreements.
What is Virtualization and its types & Techniques.What is hypervisor and its ...Shashi soni
This PPT contains Following Topics-
1.what is virtualization?
2.Examples of virtualization.
3.Techniques of virtualization.
4.Types of virtualization.
5.What is Hipervisor.
6.Types of Hypervisor with Diagrams.
Some set of examples are there like Virtual Box with demo image.
What is Virtualization and its types & Techniques.What is hypervisor and its ...Shashi soni
This PPT contains Following Topics-
1.what is virtualization?
2.Examples of virtualization.
3.Techniques of virtualization.
4.Types of virtualization.
5.What is Hipervisor.
6.Types of Hypervisor with Diagrams.
Some set of examples are there like Virtual Box with demo image.
This presentation will help you all a lot.
because this is not from a particular text book or a reference guide it is a collection of several web sites.
This slides will provide viewers a complete understanding of all the different virtualization techniques.
The main reference for the presentation is taken from Mastering cloud computing By Rajkumar Buyya.
These All Cloud Computing Architectures have been Discussed in this Lecture
Hypervisor Clustering Architecture
Load Balanced Virtual Server Instances Architecture
Non-Disruptive Service Relocation Architecture
Zero Downtime Architecture
Cloud Balancing Architecture
Resource Reservation Architecture
Dynamic Failure Detection and Recovery Architecture
Bare-Metal Provisioning Architecture
Rapid Provisioning Architecture
Storage Workload Management Architecture
One can Study the key concept of Virtualization, its types, why Virtualization and what are the use cases and Benefits of Virtualization and example of Virtualization.
This presentation will help you all a lot.
because this is not from a particular text book or a reference guide it is a collection of several web sites.
This slides will provide viewers a complete understanding of all the different virtualization techniques.
The main reference for the presentation is taken from Mastering cloud computing By Rajkumar Buyya.
These All Cloud Computing Architectures have been Discussed in this Lecture
Hypervisor Clustering Architecture
Load Balanced Virtual Server Instances Architecture
Non-Disruptive Service Relocation Architecture
Zero Downtime Architecture
Cloud Balancing Architecture
Resource Reservation Architecture
Dynamic Failure Detection and Recovery Architecture
Bare-Metal Provisioning Architecture
Rapid Provisioning Architecture
Storage Workload Management Architecture
One can Study the key concept of Virtualization, its types, why Virtualization and what are the use cases and Benefits of Virtualization and example of Virtualization.
This PPT covers the following topics...
Definition’s
CC in a Nutshell
Roots of CC
Layers and Types of Clouds
Desired Features of Cloud
Cloud Infrastructure Management
Infrastructure as a Service Providers
Platform as a Service Providers
Challenge and Risks
Immunizing Image Classifiers Against Localized Adversary Attacksgerogepatton
This paper addresses the vulnerability of deep learning models, particularly convolutional neural networks
(CNN)s, to adversarial attacks and presents a proactive training technique designed to counter them. We
introduce a novel volumization algorithm, which transforms 2D images into 3D volumetric representations.
When combined with 3D convolution and deep curriculum learning optimization (CLO), itsignificantly improves
the immunity of models against localized universal attacks by up to 40%. We evaluate our proposed approach
using contemporary CNN architectures and the modified Canadian Institute for Advanced Research (CIFAR-10
and CIFAR-100) and ImageNet Large Scale Visual Recognition Challenge (ILSVRC12) datasets, showcasing
accuracy improvements over previous techniques. The results indicate that the combination of the volumetric
input and curriculum learning holds significant promise for mitigating adversarial attacks without necessitating
adversary training.
Student information management system project report ii.pdfKamal Acharya
Our project explains about the student management. This project mainly explains the various actions related to student details. This project shows some ease in adding, editing and deleting the student details. It also provides a less time consuming process for viewing, adding, editing and deleting the marks of the students.
Hierarchical Digital Twin of a Naval Power SystemKerry Sado
A hierarchical digital twin of a Naval DC power system has been developed and experimentally verified. Similar to other state-of-the-art digital twins, this technology creates a digital replica of the physical system executed in real-time or faster, which can modify hardware controls. However, its advantage stems from distributing computational efforts by utilizing a hierarchical structure composed of lower-level digital twin blocks and a higher-level system digital twin. Each digital twin block is associated with a physical subsystem of the hardware and communicates with a singular system digital twin, which creates a system-level response. By extracting information from each level of the hierarchy, power system controls of the hardware were reconfigured autonomously. This hierarchical digital twin development offers several advantages over other digital twins, particularly in the field of naval power systems. The hierarchical structure allows for greater computational efficiency and scalability while the ability to autonomously reconfigure hardware controls offers increased flexibility and responsiveness. The hierarchical decomposition and models utilized were well aligned with the physical twin, as indicated by the maximum deviations between the developed digital twin hierarchy and the hardware.
About
Indigenized remote control interface card suitable for MAFI system CCR equipment. Compatible for IDM8000 CCR. Backplane mounted serial and TCP/Ethernet communication module for CCR remote access. IDM 8000 CCR remote control on serial and TCP protocol.
• Remote control: Parallel or serial interface.
• Compatible with MAFI CCR system.
• Compatible with IDM8000 CCR.
• Compatible with Backplane mount serial communication.
• Compatible with commercial and Defence aviation CCR system.
• Remote control system for accessing CCR and allied system over serial or TCP.
• Indigenized local Support/presence in India.
• Easy in configuration using DIP switches.
Technical Specifications
Indigenized remote control interface card suitable for MAFI system CCR equipment. Compatible for IDM8000 CCR. Backplane mounted serial and TCP/Ethernet communication module for CCR remote access. IDM 8000 CCR remote control on serial and TCP protocol.
Key Features
Indigenized remote control interface card suitable for MAFI system CCR equipment. Compatible for IDM8000 CCR. Backplane mounted serial and TCP/Ethernet communication module for CCR remote access. IDM 8000 CCR remote control on serial and TCP protocol.
• Remote control: Parallel or serial interface
• Compatible with MAFI CCR system
• Copatiable with IDM8000 CCR
• Compatible with Backplane mount serial communication.
• Compatible with commercial and Defence aviation CCR system.
• Remote control system for accessing CCR and allied system over serial or TCP.
• Indigenized local Support/presence in India.
Application
• Remote control: Parallel or serial interface.
• Compatible with MAFI CCR system.
• Compatible with IDM8000 CCR.
• Compatible with Backplane mount serial communication.
• Compatible with commercial and Defence aviation CCR system.
• Remote control system for accessing CCR and allied system over serial or TCP.
• Indigenized local Support/presence in India.
• Easy in configuration using DIP switches.
Water scarcity is the lack of fresh water resources to meet the standard water demand. There are two type of water scarcity. One is physical. The other is economic water scarcity.
Cosmetic shop management system project report.pdfKamal Acharya
Buying new cosmetic products is difficult. It can even be scary for those who have sensitive skin and are prone to skin trouble. The information needed to alleviate this problem is on the back of each product, but it's thought to interpret those ingredient lists unless you have a background in chemistry.
Instead of buying and hoping for the best, we can use data science to help us predict which products may be good fits for us. It includes various function programs to do the above mentioned tasks.
Data file handling has been effectively used in the program.
The automated cosmetic shop management system should deal with the automation of general workflow and administration process of the shop. The main processes of the system focus on customer's request where the system is able to search the most appropriate products and deliver it to the customers. It should help the employees to quickly identify the list of cosmetic product that have reached the minimum quantity and also keep a track of expired date for each cosmetic product. It should help the employees to find the rack number in which the product is placed.It is also Faster and more efficient way.
2. Introduction
Let’s focus on two core services that enable the users to
get the best out of the IaaS model in public and
private cloud setups, Virtual machine provisioning and
migration services.
Analogy for Virtual Machine Provisioning:
• Historically, when there is a need to install a new
server for a certain workload to provide a particular
service for a client, lots of effort was exerted by the IT
administrator, and much time was spent to install and
provision a new server
.
1)Check the inventory for a new machine,
2) get one,
3) format, install OS required,
4)and install services; a server is needed along with lots of security batches
and appliances.
3. Contd…
• With the emergence of virtualization technology and
the cloud computing IaaS model:
• It is just a matter of minutes to achieve the same task.
• All you need is to provision a virtual server through
a self-service interface with small steps to get what
you desire with the required specifications.
1) provisioning this machine in a public cloud like
Amazon Elastic Compute Cloud (EC2), or
2) using a virtualization management software package or
a private cloud management solution installed at your data
center in order to provision the virtual machine inside the
organization and within the private cloud setup.
4.
5. What is VM provisioning?
Virtual machine
provisioning, or virtual
server provisioning, is a
systems management
process that creates a
new virtual machine (VM)
on a physical host server
and allocates computing
resources to support the
VM
6. Contd…
Analogy for Migration Services:
• Previously, whenever there was a need for
performing a server’s upgrade or performing
maintenance tasks, you would exert a lot of time
and effort, because it is an expensive operation to
maintain or upgrade a main server that has lots of
applications and users.
• with the advance of the revolutionized
virtualization technology and migration services
associated with hypervisors’ capabilities, these
tasks (maintenance, upgrades, patches, etc.) are
very easy and need no time to accomplish.
7. Contd…
• Provisioning a new virtual machine is a matter
of minutes, saving lots of time and effort,
Migrations of a virtual machine is a matter of
milliseconds:
1)saving time, 2) effort, 3) making the service alive for
customers,
and
4) achieving the SLA/SLO agreements and quality-of-service
(QoS) specifications required.
10. Layered Virtualization Technology
• The virtualization layer partitions the physical
resource of the underlying physical server into
multiple virtual machines with different workloads.
The virtualization layer
1)Schedules resources,
2) Allocates physical resources,
3)Makes each virtual machine think that it totally owns the whole
underlying hardware’s physical resource (Preprocessor, disks, etc.)
4) Makes it flexible and easy to manage resources.
5)Improve the utilization of resources by multiplexing many virtual
machines on one physical host.
6)The machines can be scale up and down on demand with a high level
of resources’ abstraction.
7) Enables High, Reliable, and agile deployment mechanism.
8) Provides On-demand cloning and live migration.
9) Having efficient management suite for managing virtual machines
11. Private cloud and Infrastructure Services
• A private cloud aims at providing public cloud
functionality, but on private resources, while
maintaining control over an organization’s data and
resources to meet security and governance’s
requirements in an organization.
• Private cloud exhibits a highly virtualized cloud data
center located inside your organization’s firewall. It
may also be a private space dedicated for your
company within a cloud vendor’s data center
designed to handle the organization’s workloads, and
in this case it is called Virtual Private Cloud (VPC).
12. Private clouds exhibit the following
characteristics:
1) Allow service provisioning and compute capability for an
organization’s users in a self-service manner.
2) Automate and provide well-managed virtualized environments.
3) Optimize computing resources, and servers’ utilization.
3) Support specific workloads.
There are many examples for vendors and frameworks that
provide infrastructure as a service in private setups. The best-
known examples are Eucalyptus and OpenNebula.
4) It is also important to highlight a third type of cloud setup
named “hybrid cloud,” in which a combination of
private/internal and external cloud resources exist together
by enabling outsourcing of noncritical services and functions
in public cloud and keeping the critical ones internal.
5) Hybrid cloud’s main function is to release resources from a
public cloud and to handle sudden demand usage, which is
called “cloud bursting.”
13. Cloud and Virtualization
Standardization Efforts
• Standardization is important to ensure
interoperability between virtualization management
vendors, the virtual machines produced by each one
of them, and cloud computing.
• Distributed Management Task Force (DMTF) have
produced standards for almost all the aspects of
virtualization technology.
• DMTF initiated the VMAN (Virtualization
Management Initiative), which delivers broadly
supported interoperability and portability standards
for managing the virtual computing lifecycle.
14. Contd…
• VMAN’s OVF (Open Virtualization Format) in a
collaboration between industry key players: Dell, HP
,
IBM, Microsoft, XenSource, and VMware.
• OVF specification provides a common format to
package and securely distribute virtual appliances
across multiple virtualization platforms. VMAN
profiles define a consistent way of managing a
heterogeneous virtualized environment
15. Cloud and Virtualization
Standardization Efforts
• Another standardization effort has been initiated by
Open Grid Forum (OGF) through organizing an
official new working group to deliver a standard API
for cloud IaaS, the Open Cloud Computing Interface
Working Group (OCCIWG).
• This group is dedicated for delivering an API
specification for the remote management of cloud
computing’s infrastructure and for allowing the
development of interoperable tools for common
tasks including deployment, autonomic scaling, and
monitoring.
16. Contd…
• The new API for interfacing “IaaS” cloud computing
facilities will allow:
• Consumers to interact with cloud computing
infrastructure on an ad hoc basis.
• Integrators to offer advanced management services.
• Aggregators to offer a single common interface to
multiple providers.
• Providers to offer a standard interface that is
compatible with the available tools.
• Vendors of grid/clouds to offer standard Interfaces for
dynamically scalable service’s delivery in their
products.
17. Virtual Machine Provisioning and
Manageability Virtual Machine Life Cycle
• Virtual Machine Provisioning and Manageability Virtual
Machine Life Cycle
• The cycle starts by a request delivered to the IT
department, stating the requirement for creating a
new server for a particular service.
• This request is being processed by the IT
administration to start seeing the servers’ resource
pool, matching these resources with requirements
• Starting the provision of the needed virtual machine.
• Once it provisioned and started, it is ready to provide
the required service according to an SLA.
• Virtual is being released; and free resources.
18. F I G U R E 5.3 . Virtu al m a ch i n e life cycle.
• E nd of servic e
• C o mp u t e resources
deallocated to other
V M s
V l 1 s I n O p e r a tion
• S e r vin g w eb requests
• Migration servic e s
• S eal o n -d e m a nd
compu_
te resources
I T S e r ,ice R equest
• Infrastructure
Requirem e n ts Analy sis
• I T req u est
VJ.1 P rovi jon
• L oad O S + A ppliance s
• C u s tom i z e a n d Configure
• Start t h e server