RAID is a data storage
virtualization technology that
combines multiple physical
disk drive components into
one or more logical units for
the purposes of data
redundancy, performance
improvement, or both.
Performance evolution of raid is a presentation slide about RAID, Its classification, Importance,Concept about RAID,Standard Raid Level,Implementation of Raid, Performance and Advantages Comparison among RAID Levels.
Hope It will be helpfull..................
Performance evolution of raid is a presentation slide about RAID, Its classification, Importance,Concept about RAID,Standard Raid Level,Implementation of Raid, Performance and Advantages Comparison among RAID Levels.
Hope It will be helpfull..................
Redundant Arrays of independent disks is a family of techniques that use multiple disks that are organized to provide high performance and/or reliability
RAID (redundant array of independent disks) is a way of storing the same data in different places on multiple hard disks or solid-state drives (SSDs) to protect data in the case of a drive failure.
This presentation gives an overview of physical storage technologies and the various ways of accessing storage on a computer or a server. Presented at School of Engineering and Applied Science, Ahmedabad University as a part of Software Engineering course.
Basic knowledge of Storage technology and complete understanding on DAS, NAS & SAN with advantages and disadvantages. A quick understanding on storage will help you make the best decision in terms of cost and need.
Redundant Arrays of independent disks is a family of techniques that use multiple disks that are organized to provide high performance and/or reliability
RAID (redundant array of independent disks) is a way of storing the same data in different places on multiple hard disks or solid-state drives (SSDs) to protect data in the case of a drive failure.
This presentation gives an overview of physical storage technologies and the various ways of accessing storage on a computer or a server. Presented at School of Engineering and Applied Science, Ahmedabad University as a part of Software Engineering course.
Basic knowledge of Storage technology and complete understanding on DAS, NAS & SAN with advantages and disadvantages. A quick understanding on storage will help you make the best decision in terms of cost and need.
Raid the redundant array of independent disks technology overviewIT Tech
RAID (Redundant Array of Independent Disks) is a technology allowing a higher level of storage reliability and performance from disk-drive components via the technique of arranging them into arrays.
A RAID array is a configuration with multiple physical disks set up to use RAID architecture like RAID 0, RAID 1, RAID 5, etc. While the RAID array distributes data across multiple disks, it is considered as a single disk by the server operating system.
Learn more...
A technology which is used for increasing the storage reliability and performance.It is a redundant array of inexpensive disks.It is an important aspect of computer science,which is little hard for undergrads to understand.
RAID, short for redundant array of independent (originally inexpensive) disks is a disk subsystem that stores your data across multiple disks to either increase the performance or provide fault tolerance to your system (some levels provide both).
RAID (redundant array of independent disks) is a way of storing the same data in different places on multiple hard disks or solid-state drives (SSDs) to protect data in the case of a drive failure
LF Energy Webinar: Electrical Grid Modelling and Simulation Through PowSyBl -...DanBrown980551
Do you want to learn how to model and simulate an electrical network from scratch in under an hour?
Then welcome to this PowSyBl workshop, hosted by Rte, the French Transmission System Operator (TSO)!
During the webinar, you will discover the PowSyBl ecosystem as well as handle and study an electrical network through an interactive Python notebook.
PowSyBl is an open source project hosted by LF Energy, which offers a comprehensive set of features for electrical grid modelling and simulation. Among other advanced features, PowSyBl provides:
- A fully editable and extendable library for grid component modelling;
- Visualization tools to display your network;
- Grid simulation tools, such as power flows, security analyses (with or without remedial actions) and sensitivity analyses;
The framework is mostly written in Java, with a Python binding so that Python developers can access PowSyBl functionalities as well.
What you will learn during the webinar:
- For beginners: discover PowSyBl's functionalities through a quick general presentation and the notebook, without needing any expert coding skills;
- For advanced developers: master the skills to efficiently apply PowSyBl functionalities to your real-world scenarios.
UiPath Test Automation using UiPath Test Suite series, part 3DianaGray10
Welcome to UiPath Test Automation using UiPath Test Suite series part 3. In this session, we will cover desktop automation along with UI automation.
Topics covered:
UI automation Introduction,
UI automation Sample
Desktop automation flow
Pradeep Chinnala, Senior Consultant Automation Developer @WonderBotz and UiPath MVP
Deepak Rai, Automation Practice Lead, Boundaryless Group and UiPath MVP
Kubernetes & AI - Beauty and the Beast !?! @KCD Istanbul 2024Tobias Schneck
As AI technology is pushing into IT I was wondering myself, as an “infrastructure container kubernetes guy”, how get this fancy AI technology get managed from an infrastructure operational view? Is it possible to apply our lovely cloud native principals as well? What benefit’s both technologies could bring to each other?
Let me take this questions and provide you a short journey through existing deployment models and use cases for AI software. On practical examples, we discuss what cloud/on-premise strategy we may need for applying it to our own infrastructure to get it to work from an enterprise perspective. I want to give an overview about infrastructure requirements and technologies, what could be beneficial or limiting your AI use cases in an enterprise environment. An interactive Demo will give you some insides, what approaches I got already working for real.
Neuro-symbolic is not enough, we need neuro-*semantic*Frank van Harmelen
Neuro-symbolic (NeSy) AI is on the rise. However, simply machine learning on just any symbolic structure is not sufficient to really harvest the gains of NeSy. These will only be gained when the symbolic structures have an actual semantics. I give an operational definition of semantics as “predictable inference”.
All of this illustrated with link prediction over knowledge graphs, but the argument is general.
Securing your Kubernetes cluster_ a step-by-step guide to success !KatiaHIMEUR1
Today, after several years of existence, an extremely active community and an ultra-dynamic ecosystem, Kubernetes has established itself as the de facto standard in container orchestration. Thanks to a wide range of managed services, it has never been so easy to set up a ready-to-use Kubernetes cluster.
However, this ease of use means that the subject of security in Kubernetes is often left for later, or even neglected. This exposes companies to significant risks.
In this talk, I'll show you step-by-step how to secure your Kubernetes cluster for greater peace of mind and reliability.
Builder.ai Founder Sachin Dev Duggal's Strategic Approach to Create an Innova...Ramesh Iyer
In today's fast-changing business world, Companies that adapt and embrace new ideas often need help to keep up with the competition. However, fostering a culture of innovation takes much work. It takes vision, leadership and willingness to take risks in the right proportion. Sachin Dev Duggal, co-founder of Builder.ai, has perfected the art of this balance, creating a company culture where creativity and growth are nurtured at each stage.
Essentials of Automations: Optimizing FME Workflows with ParametersSafe Software
Are you looking to streamline your workflows and boost your projects’ efficiency? Do you find yourself searching for ways to add flexibility and control over your FME workflows? If so, you’re in the right place.
Join us for an insightful dive into the world of FME parameters, a critical element in optimizing workflow efficiency. This webinar marks the beginning of our three-part “Essentials of Automation” series. This first webinar is designed to equip you with the knowledge and skills to utilize parameters effectively: enhancing the flexibility, maintainability, and user control of your FME projects.
Here’s what you’ll gain:
- Essentials of FME Parameters: Understand the pivotal role of parameters, including Reader/Writer, Transformer, User, and FME Flow categories. Discover how they are the key to unlocking automation and optimization within your workflows.
- Practical Applications in FME Form: Delve into key user parameter types including choice, connections, and file URLs. Allow users to control how a workflow runs, making your workflows more reusable. Learn to import values and deliver the best user experience for your workflows while enhancing accuracy.
- Optimization Strategies in FME Flow: Explore the creation and strategic deployment of parameters in FME Flow, including the use of deployment and geometry parameters, to maximize workflow efficiency.
- Pro Tips for Success: Gain insights on parameterizing connections and leveraging new features like Conditional Visibility for clarity and simplicity.
We’ll wrap up with a glimpse into future webinars, followed by a Q&A session to address your specific questions surrounding this topic.
Don’t miss this opportunity to elevate your FME expertise and drive your projects to new heights of efficiency.
Accelerate your Kubernetes clusters with Varnish CachingThijs Feryn
A presentation about the usage and availability of Varnish on Kubernetes. This talk explores the capabilities of Varnish caching and shows how to use the Varnish Helm chart to deploy it to Kubernetes.
This presentation was delivered at K8SUG Singapore. See https://feryn.eu/presentations/accelerate-your-kubernetes-clusters-with-varnish-caching-k8sug-singapore-28-2024 for more details.
DevOps and Testing slides at DASA ConnectKari Kakkonen
My and Rik Marselis slides at 30.5.2024 DASA Connect conference. We discuss about what is testing, then what is agile testing and finally what is Testing in DevOps. Finally we had lovely workshop with the participants trying to find out different ways to think about quality and testing in different parts of the DevOps infinity loop.
2. RAID Definition
RAID is a data storage
virtualization technology that
combines multiple physical
disk drive components into
one or more logical units for
the purposes of data
redundancy, performance
improvement, or both.
3. Why we use RAID?
RAID allows you to weather the failure of one or more drives without data
loss and, in many cases, without any downtime. RAID is also useful if you
are having disk IO issues, where applications are waiting on the disk to
perform tasks.
4. RAID
Advantages
Fault Tolerance.
Higher Data Security.
Increase the parity check for any possible system crash.
Reading and Writing of data done at simultaneously.
Improved Availability and performance.
Ensures data reliability.
5. RAID Limitations
▪ Write speed reduced compared to single drives.
▪ The storage capacity of the individual hard drives is
somewhat limited.
7. RAID 0
The main advantage of RAID 0 and disk striping is improved performance.
RAID 0 is an abbreviation of the
Redundant Array of Independent Disk
level 0. Raid 0 is also called striped
volume or stripe set or disk striping. Raid
0 is a standard level, which does not
consist of mirroring or parity, but only
consists of striping for handling the data.
8. RAID 1
Disk mirroring, also known as RAID 1, is
the replication of data to two or more
disks. Disk mirroring is a good choice
for applications that require high
performance and high availability, such
as transactional applications, email
and operating systems.
▪ Increased read performance.
▪ Provides redundancy and fault tolerance.
▪ Simple to configure and easy to use.
9. RAID 2
RAID 2 is another RAID standard level
configuration that provides very high
data transfer rates. In RAID 2, a
central controller synchronizes the
disks by making them spin at the same
angular orientation so that they all
reach the index simultaneously.
▪ Reliability.
▪ The ability to correct stored information.
10. RAID 3
RAID 3 is a RAID configuration that us e s a
parity disk to store the information
generated by a RAID controller instead of
striping it with the data. Because the parity
information is on a separate disk, RAID 3
does not perform well when tasked with
numerous small data requests.
▪ Good throughput when transferring large
amounts of data.
▪ High efficiency with sequential operations.
11. RAID 4
RAID 4 is a RAID configuration that uses a
dedicated parity disk and block-level
striping across multiple disks. Because
data is striped in RAID 4, the records can
be read from any disk. However, since all
the writes must go to the dedicated parity
disk, this causes a performance bottleneck
for all write operations.
▪ Fast read operations
▪ Low storage overhead.
▪ Simultaneous I/O requests.
12. RAID 5
RAID 5 is a redundant array of independent
disks configuration that uses disk striping
with parity. Because data and parity are
striped evenly across all of the disks, no single
disk is a bottleneck. Striping also allows users
to reconstruct data in case of a disk failure.
▪ High performance and capacity.
▪ Fast and reliable read speed.
▪ Tolerates single drive failure
13. RAID 6
RAID 6, also known as double- parity RAID
(redundant array of independent disks), is
one of several RAID schemes that work by
placing data on multiple disks and
allowing input/output (I/O) operations to
overlap in a balanced way, improving
performance. Not all types of R AID offer
redundancy, although RAID 6 does.
▪ High fault and drive-failure tolerance.
▪ Storage efficiency (when more than four drives are used).
▪ Fast read operations.
14. RAID 7
RAID 7 is a type of RAID level that includes a
real-time embedded operating system and
processor for enhanced data read/write or
I/O operations and data caching capabilities.
It is a propriety RAID level owned by Storage
Computer Corporation.
▪ Large Storage. To begin with, one of the most
obvious benefits is that a RAID has far more storage
capacity than a single drive.
▪ Fault Tolerance. Data backup in the array is created
automatically in most RAID levels.
15. CONCLUSION
RAID is an effective mass storage scheme for
improving speeds for streaming application
purposes and increasing redundancy to ensure
data safety. RAID 0 is best suited for
applications that require high-speed data
streaming.RAID is extremelyuseful if uptime
and availability are important to you or your
business. Backups will help insure you from a
catastrophicdata loss. But, restoring large
amounts of data, like when you experience a
drive failure,can take many hours to perform.
