RAID (Redundant Array of Independent Disks) technology was invented in 1987 to improve data storage performance and reliability. It combines multiple disk drive components into one or more logical units. There are different RAID levels that determine how disk arrays are used, with RAID 0 through RAID 6 being the standard levels. RAID levels use techniques like striping, mirroring, and parity to provide features like fault tolerance, high throughput, and data redundancy. Each level has advantages and disadvantages for performance, reliability, and capacity.
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 Inexpensive DisksMudit Mishra
The basically RAID was to combine multiple, small inexpensive disks drive into an array of disk drives which yields performance exceeding that of a Single, Large Expensive Drive(SLED). Additionally this array of drives appear to the computer as a single logical storage unit or drive.
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 Inexpensive DisksMudit Mishra
The basically RAID was to combine multiple, small inexpensive disks drive into an array of disk drives which yields performance exceeding that of a Single, Large Expensive Drive(SLED). Additionally this array of drives appear to the computer as a single logical storage unit or drive.
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.
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.
This presentation examines the way files are stored in Linux following the File System Hierarchy. It also addresses the recent proposals by Fedora to change this to merge bin directories.
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.
The Future of Column-Oriented Data Processing With Apache Arrow and Apache Pa...Dremio Corporation
Essentially every successful analytical DBMS in the market today makes use of column-oriented data structures. In the Hadoop ecosystem, Apache Parquet (and Apache ORC) provide similar advantages in terms of processing and storage efficiency. Apache Arrow is the in-memory counterpart to these formats and has been been embraced by over a dozen open source projects as the de facto standard for in-memory processing. In this session the PMC Chair for Apache Arrow and the PMC Chair for Apache Parquet discuss the future of column-oriented processing.
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.
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.
This presentation examines the way files are stored in Linux following the File System Hierarchy. It also addresses the recent proposals by Fedora to change this to merge bin directories.
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.
The Future of Column-Oriented Data Processing With Apache Arrow and Apache Pa...Dremio Corporation
Essentially every successful analytical DBMS in the market today makes use of column-oriented data structures. In the Hadoop ecosystem, Apache Parquet (and Apache ORC) provide similar advantages in terms of processing and storage efficiency. Apache Arrow is the in-memory counterpart to these formats and has been been embraced by over a dozen open source projects as the de facto standard for in-memory processing. In this session the PMC Chair for Apache Arrow and the PMC Chair for Apache Parquet discuss the future of column-oriented processing.
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).
Exercise 3-1 This chapter’s opening scenario illustrates a specific .docxnealwaters20034
Exercise 3-1 This chapter’s opening scenario illustrates a specific type of incident/disaster. Using a Web browser, search for information related to preparing an organization against terrorist attacks. Look up information on (a) anthrax or another biological attack (like smallpox), (b) sarin or another toxic gas, (c) low-level radiological contamination attacks. Exercise 3-2 Using a Web browser, search for available commercial applications that use various forms of RAID technologies, such as RAID 0 through RAID 5. What is the most common implementation? What is the most expensive?
The following sections discuss the RAID configurations that are most commonly used in the IT industry. RAID Level 0 This is not a form of redundant storage. RAID 0 creates one larger logical volume across several available hard disk drives and stores the data using a process known as disk striping, in which data segments, called stripes, are written in turn to each disk drive in the array. When this is done to allow multiple drives to be combined in order to gain large capacity without data redundancy, it is called disk striping without parity. Unfortunately, failure of one drive may make all data inaccessible. In fact, this level of RAID does not improve the risk situation when using disk drives; instead, it rather increases the risk of losing data from a single drive failure. RAID Level 1 Commonly called disk mirroring, RAID 1 uses twin drives in a computer system. The computer records all data to both drives simultaneously, providing a backup if the primary drive fails. This is a rather expensive and inefficient use of media. A variation of mirroring is called disk duplexing. With mirroring, the same drive controller manages both drives; with disk duplexing, each drive has its own controller. Mirroring is often used to create duplicate copies of operating system volumes for high-availability systems. Using this technique, a plan can be developed that mirrors and then splits disk pairs to create highly available copies of critical system drives. This can make multiple copies of critical data or programs readily available when needed for high-availability computing environments. RAID Level 2 A specialized form of disk striping with parity, RAID 2 is not widely used. It uses a specialized parity coding mechanism known as the Hamming code to store stripes of data on multiple data drives and corresponding redundant error correction on separate error-correcting drives. This approach allows the reconstruction of data if some of the data or redundant parity information is lost. There are no commercial implementations of RAID 2. Failure-Resistant Disk Systems (FRDS) Failure-Tolerant Disk Systems (FTDS) Disaster-Tolerant Disk Systems (DTDS) Protection against data loss due to replaceable unit failure Replaceable unit and environmental failure warning Protection against loss of access to data due to zone failure Replaceable unit monitoring and failure indication Protect.
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 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...
Chart and graphs in R programming language CHANDAN KUMAR
This slide contains basics of charts and graphs in R programming language. I also focused on practical knowledge so I tried to give maximum example to understand the concepts.
This presentation focus on the basic concept of pointers. so that students can easily understand. it also contains basic operations performed by pointer variables and implementation using c language.
In this article, different types of sorting algorithms like the bubble sort, selection sort, etc are discussed. The working method, implementation using C language, and time complexity of different algorithms are also discussed.
Searching is an extremely fascinating and useful computer science technique. It helps to find the desired object with its location and number of occurrences. The presentation includes the basic principles, algorithms and c-language implementation.
This presentation focus on the optimization problem-solving method i.e. greedy method. It also included a basic definition, components of the algorithm, effective steps, general algorithm, and applications.
This is a very important type of algorithm paradigm which is mostly used to solve any kind of problems like sorting ( merge sort, quick sort), binary search, Tower of Hanoi, etc.
An array is a very important derived data type in the C programming language. This presentation contains basic things about arrays like definition, initialization, their types, and examples.
loops play a vital role in any programming language, they allow the programmer to write more readable and effective code. The looping concept also allows us to reduce the number of lines.
This tutorial explains about linked List concept. it contains types of linked list also. All possible graphical representations are included for better understanding.
This tutorial helps beginners to understand, how a variety of if statements help in decision making in c programming. It also contains flow charts and illustrations to improve comprehension
This is a presentation by Dada Robert in a Your Skill Boost masterclass organised by the Excellence Foundation for South Sudan (EFSS) on Saturday, the 25th and Sunday, the 26th of May 2024.
He discussed the concept of quality improvement, emphasizing its applicability to various aspects of life, including personal, project, and program improvements. He defined quality as doing the right thing at the right time in the right way to achieve the best possible results and discussed the concept of the "gap" between what we know and what we do, and how this gap represents the areas we need to improve. He explained the scientific approach to quality improvement, which involves systematic performance analysis, testing and learning, and implementing change ideas. He also highlighted the importance of client focus and a team approach to quality improvement.
Ethnobotany and Ethnopharmacology:
Ethnobotany in herbal drug evaluation,
Impact of Ethnobotany in traditional medicine,
New development in herbals,
Bio-prospecting tools for drug discovery,
Role of Ethnopharmacology in drug evaluation,
Reverse Pharmacology.
The Indian economy is classified into different sectors to simplify the analysis and understanding of economic activities. For Class 10, it's essential to grasp the sectors of the Indian economy, understand their characteristics, and recognize their importance. This guide will provide detailed notes on the Sectors of the Indian Economy Class 10, using specific long-tail keywords to enhance comprehension.
For more information, visit-www.vavaclasses.com
Palestine last event orientationfvgnh .pptxRaedMohamed3
An EFL lesson about the current events in Palestine. It is intended to be for intermediate students who wish to increase their listening skills through a short lesson in power point.
Students, digital devices and success - Andreas Schleicher - 27 May 2024..pptxEduSkills OECD
Andreas Schleicher presents at the OECD webinar ‘Digital devices in schools: detrimental distraction or secret to success?’ on 27 May 2024. The presentation was based on findings from PISA 2022 results and the webinar helped launch the PISA in Focus ‘Managing screen time: How to protect and equip students against distraction’ https://www.oecd-ilibrary.org/education/managing-screen-time_7c225af4-en and the OECD Education Policy Perspective ‘Students, digital devices and success’ can be found here - https://oe.cd/il/5yV
The Art Pastor's Guide to Sabbath | Steve ThomasonSteve Thomason
What is the purpose of the Sabbath Law in the Torah. It is interesting to compare how the context of the law shifts from Exodus to Deuteronomy. Who gets to rest, and why?
Synthetic Fiber Construction in lab .pptxPavel ( NSTU)
Synthetic fiber production is a fascinating and complex field that blends chemistry, engineering, and environmental science. By understanding these aspects, students can gain a comprehensive view of synthetic fiber production, its impact on society and the environment, and the potential for future innovations. Synthetic fibers play a crucial role in modern society, impacting various aspects of daily life, industry, and the environment. ynthetic fibers are integral to modern life, offering a range of benefits from cost-effectiveness and versatility to innovative applications and performance characteristics. While they pose environmental challenges, ongoing research and development aim to create more sustainable and eco-friendly alternatives. Understanding the importance of synthetic fibers helps in appreciating their role in the economy, industry, and daily life, while also emphasizing the need for sustainable practices and innovation.
The French Revolution, which began in 1789, was a period of radical social and political upheaval in France. It marked the decline of absolute monarchies, the rise of secular and democratic republics, and the eventual rise of Napoleon Bonaparte. This revolutionary period is crucial in understanding the transition from feudalism to modernity in Europe.
For more information, visit-www.vavaclasses.com
Model Attribute Check Company Auto PropertyCeline George
In Odoo, the multi-company feature allows you to manage multiple companies within a single Odoo database instance. Each company can have its own configurations while still sharing common resources such as products, customers, and suppliers.
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It is possible to hide or invisible some fields in odoo. Commonly using “invisible” attribute in the field definition to invisible the fields. This slide will show how to make a field invisible in odoo 17.
3. HISTORY
In 1987, invented by David Patterson, Garth A. Gibson, and Randy Katz at
the University of California, Berkeley.
Stands for Redundant Array of Inexpensive Disks.
A paper presented in June 1988 on "A Case for Redundant Arrays of
Inexpensive Disks (RAID)" at SIGMOD (Association for Computing
Machinery's) conference. In which they claimed that an array of cheap drives
that had been created for the growing personal computer market could beat
output on the top-performing mainframe disc drives of the time.
While failures would increase in proportion to the number of drives, the
reliability of an array might far surpass that of any large single drive by
configuring it for redundancy.
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4. INTRODUCTION
used to improve the performance and reliability of data storage
Stands for Redundant Array of Independent Drives or Redundant Array of
Inexpensive Disks.
connect two or more secondary storage devices or drives working in parallel
and use them as a single storage media.
In order to accomplish various objectives, RAID consists of an array of discs in
which several discs are linked together. RAID levels determine how disc arrays
are used.
Finally, For the purposes of data replication, performance enhancement, or
both, RAID is a data storage virtualization technology that incorporates several
physical disc drive components into one or more logical units.
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5. TYPES
RAID can be deployed by storage managers as
hardware (controller card or chip) or
software (software-only or hybrid)
Hardware RAID:
supported by a dedicated hardware controller
can be executed by IT in two ways
An external RAID Controller Card or
An internal RAID-on-Chip
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6. RAID Controller Card:
Attaches to a PCIe or PCI-X motherboard slot with this plug-in expansion
card.
A RAID processor and I / O processors with drive interfaces are included
in the card.
The cards are costly, but all RAID operations are offloaded from the CPU
to the dedicated card, because they are independent of the host.
RAID-on-Chip:
The host interface, I / O interfaces for HDDs, the RAID processor and a
memory controller are combined into a single chip on the motherboard.
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7. Software RAID
provides the host's RAID facilities
comes in two flavors:
pure software, specified by the OS running, and
hybrid software, containing a part of the hardware to relieve the CPU load
Software-alone:
software RAID is the least costly and is mostly used as a native feature on
the OS.
It is a software host-based programme that handles RAID calculations for
hard disc drives attached to it.
It is linked and enabled when the OS loads the RAID driver through an
HBA or native I / O interface. 11/4/2020 7
8. Hybrid:
A hardware component is used by this software-based RAID to deliver
RAID BIOS functions from RAID BIOs on the motherboard or an HBA.
A layer of redundant protection from a defective boot mechanism is
provided by this technology.
The entire RAID subsystem may be affected by software-only RAID
booting from the operating system and boot errors.
The inclusion of a hardware RAID BIOS component prevents the
subsystem from boot errors in the operating system.
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9. STANDARD LEVELS
There were five standard levels of RAID initially, but several variants have
evolved, including many nested levels and several (mostly proprietary) non-
standard levels.
The Storage Networking Industry Association (SNIA) standardizes RAID
levels and their related data formats in the Common RAID Disk Drive Format
(DDF) standard.
Standard RAID levels comprise a simple collection of RAID configurations in
computer storage that use striping, mirroring, or parity techniques to construct
large, stable data stores from multiple hard drives of general purpose
computers.
11/4/2020 9
10. RAID levels contain the following features:
It includes a collection of physical disc drives.
The operating system considers these distinct discs in this technology as a
single logical disc.
Data is spread through the physical drives of the array in this technology.
Redundancy disc functionality is used to store information regarding parity.
The parity information can be used to restore the data in case of disc failure.
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11. RAID 0 (striping)
A striped array of discs is introduced at this stage.
The data is broken down into blocks and the blocks are spread between discs.
A block of data to be written / read in parallel is obtained by each disc.
It improves the storage device's speed and efficiency.
In Level 0, there is no parity and backup.
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12. Advantages:
Throughput is improved at this stage because many data requests are
probably not on the same disc.
The disc space is completely used at this stage and provides high
performance.
There is no overhead caused by parity controls.
Easy to implement and a minimum of 2 drives are required.
Disadvantages:
It does not contain any mechanism for error detection.
Since it is not fault-tolerance, RAID 0 is not real RAID.
Failure of either disc results in complete loss of data in the respective array
at this time.
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13. RAID 1 (mirroring)
Mirroring Technique is used
RAID controller, copies the data to all the disk in the array
provides 100% redundancy in case of a failure.
To store the data, only half of the drive's space is used. The other half of the
drive is just a mirror for the data that is already stored.
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14. Advantages:
The main advantage it provides is fault tolerance.
As compare to single drive, it offers excellent read/write speed.
In case of disk failure, data is safe in mirror disk
the array will function even if any one of the drives fails.
ideal for mission critical storage, for instance for accounting systems.
Disadvantages:
Only half storage is used because other half storage is mirror storage
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15. RAID 2
Consists of striping bit-level using hamming code parity for error detection.
Each data bit in a word is registered on a separate disc at this stage, and the
ECC (error checking and correcting) code of data words is stored on various
discs.
This degree is not commercially used because of its high cost and complex
structure.
RAID 3 will achieve this same efficiency at a smaller cost.
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16. Advantages:
uses one designated drive to store parity
uses the hamming code for error detection
Disadvantages:
additional drive for error detection
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17. RAID 3
consists of byte-level striping with a dedicated parity disk
The parity information for each disc segment is stored at this level and written
to a dedicated parity drive.
The parity drive is accessed in the event of drive failure, and data is
reconstructed from the remaining computers.
The missing data can be restored to the new drive until the failed drive is
replaced.
Data can be transferred in bulk at this stage. High-speed data transfer is thus
feasible.
The embedded ECC information is used to detect errors
It overcome single disk failures 11/4/2020 17
18. Advantages:
data is regenerated using parity drive
high data transfer rates
data is accessed in parallel
Disadvantages:
additional drive for parity
slow performance for operating on small sized files
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20. RAID 4
Uses block level stripping with a separate parity disk.
It adopts a parity-based approach instead of duplicating results.
It enables recovery of at most 1 disc failure.
If more than one disc fails at this stage, then there is no way to recover the data
levels 3 and 4 both require at least three discs.
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21. RAID 5 (Striping with parity)
The most common secure RAID level
block-level striping with DISTRIBUTED parity
parity rotates among the drives
It requires at least 3 drives but can work with up to 16
RAID 5 blends RAID 0 performance with RAID 1 redundancy, but to do so
requires a lot of storage space, around one-third of the available capacity.
Since all drives in the array simultaneously serve write requests, this level
improves write efficiency. Overall disc output, however, can suffer from write
amplification, because many steps and recalculations are needed for even
minor changes to the stripes.
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22. RAID 5 is a good all-round device that combines storage efficiency with
outstanding safety and decent performance.
It is suitable for servers with files and applications that have a small number of
data drives.
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23. Advantages:
parity is distributed across the disks in an array.
cost effective and provides high performance.
Transactions of reading data are very fast, whereas transactions of writing
data are much slower (due to the parity that has to be calculated).
If a drive fails, even when the failed drive is being replaced and the storage
controller restores the data to the new drive, you will have access to all the
data.
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24. Disadvantages:
complex technology
Recovery for disc failure takes longer time since parity must be determined
from all available drives.
cannot survive in concurrent drive failure
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25. RAID 6 (Striping with double parity)
extension of RAID 5
contains block-level stripping with 2 parity bits
two independent parities are generated and stored in distributed fashion among
multiple disks
Two parities provide additional fault tolerance
Minimum four disk are required
higher redundancy than RAID 5 and increased read performance
It can suffer from the same server performance overhead with intensive write
operations
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27. Advantages:
read data transactions are very fast.
You will have access to all the data if two drives failure, even though the
failed drives are being replaced. RAID 6 is, therefore, more stable than
RAID 5.
This level performs RAID 0 to strip data and RAID 1 to mirror. In this
level, stripping is performed before mirroring
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28. Disadvantages:
Because of the additional parity written data transactions are slower than
RAID 5.
very limited scalability
complex technology
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