Podcast
Questions and Answers
What is the primary purpose of scale-out storage?
What is the primary purpose of scale-out storage?
- To consolidate storage devices into logical resources.
- To scatter data across multiple independent storage servers for scalability. (correct)
- To combine multiple storage devices into a single virtualized pool.
- To provide unified management functions for all storage types.
Storage virtualization provides different functions based on differing storage forms and device types.
Storage virtualization provides different functions based on differing storage forms and device types.
False (B)
In cloud storage, what type of infrastructure is utilized to provide scalable storage resources?
In cloud storage, what type of infrastructure is utilized to provide scalable storage resources?
virtualized multi-tenant infrastructure
A cloud storage system uses highly ______ multi-tenant infrastructure to provide scalable storage resources.
A cloud storage system uses highly ______ multi-tenant infrastructure to provide scalable storage resources.
Match the storage service with its corresponding type:
Match the storage service with its corresponding type:
Which of the following storage technologies saw disks 'enter the civil market'?
Which of the following storage technologies saw disks 'enter the civil market'?
Insanely Difficult: Extrapolating from the HDD history, what innovation enabled the shift from 14-inch disks (like the IBM 3340) to 8-inch disks, considering only physical size and market accessibility?
Insanely Difficult: Extrapolating from the HDD history, what innovation enabled the shift from 14-inch disks (like the IBM 3340) to 8-inch disks, considering only physical size and market accessibility?
Which of the following components are typically found within the control unit of an SSD?
Which of the following components are typically found within the control unit of an SSD?
NAND flash is a volatile memory medium, meaning it retains data only when power is supplied.
NAND flash is a volatile memory medium, meaning it retains data only when power is supplied.
What operation must be performed on a block of NAND flash memory before new data can be written to it?
What operation must be performed on a block of NAND flash memory before new data can be written to it?
In NAND flash memory, a program/erase (P/E) cycle involves erasing a block and then ______ it again.
In NAND flash memory, a program/erase (P/E) cycle involves erasing a block and then ______ it again.
What is the significance of the number of planes within a LUN (Logical Unit Number) in NAND flash architecture concerning total IOPS (Input/Output Operations Per Second) performance?
What is the significance of the number of planes within a LUN (Logical Unit Number) in NAND flash architecture concerning total IOPS (Input/Output Operations Per Second) performance?
Which storage technology is designed to improve performance and reduce latency by utilizing PCIe?
Which storage technology is designed to improve performance and reduce latency by utilizing PCIe?
NVMe-oF is primarily designed to limit data transmission speeds within a storage network.
NVMe-oF is primarily designed to limit data transmission speeds within a storage network.
Name one of the two storage architectures mentioned in the content.
Name one of the two storage architectures mentioned in the content.
In the context of storage product evolution, moving from manual O&M to __________ is seen as a key trend.
In the context of storage product evolution, moving from manual O&M to __________ is seen as a key trend.
Match the following historical ages with their corresponding focus:
Match the following historical ages with their corresponding focus:
What is a prominent challenge related to data storage in the context of the 'Intelligence Era'?
What is a prominent challenge related to data storage in the context of the 'Intelligence Era'?
In the 'Intelligence Era', what is the target device-level reliability for data storage solutions?
In the 'Intelligence Era', what is the target device-level reliability for data storage solutions?
What data storage trend does the acronym 'HCI' stand for?
What data storage trend does the acronym 'HCI' stand for?
Assuming a uniform rate of technological advancement, estimate the data storage capacity of a 'Quantum Dot' storage medium relative to 'Biomolecule' storage.
Assuming a uniform rate of technological advancement, estimate the data storage capacity of a 'Quantum Dot' storage medium relative to 'Biomolecule' storage.
Which factor primarily determines throughput for sequential I/Os on a disk?
Which factor primarily determines throughput for sequential I/Os on a disk?
A disk's cache is implemented to compensate for the speed difference between the CPU and the disk.
A disk's cache is implemented to compensate for the speed difference between the CPU and the disk.
What two components primarily determine the average access time of a disk?
What two components primarily determine the average access time of a disk?
Disk capacity is calculated by multiplying the number of cylinders, heads, and sectors by ______ bytes.
Disk capacity is calculated by multiplying the number of cylinders, heads, and sectors by ______ bytes.
Match the following disk performance factors with their description:
Match the following disk performance factors with their description:
Which factor has the LEAST impact on disk performance?
Which factor has the LEAST impact on disk performance?
The external transfer rate refers to the speed at which data moves within the disk itself.
The external transfer rate refers to the speed at which data moves within the disk itself.
What does IOPS stand for, and why is it significant?
What does IOPS stand for, and why is it significant?
A storage system consists of disks with the following characteristics: 10,000 RPM, average seek time of 5ms, and 512 bytes per sector. Assuming all other overheads are negligible, what is the approximate maximum IOPS the system can achieve for small, random reads?
A storage system consists of disks with the following characteristics: 10,000 RPM, average seek time of 5ms, and 512 bytes per sector. Assuming all other overheads are negligible, what is the approximate maximum IOPS the system can achieve for small, random reads?
Consider a disk array with 10 disks, each having a sustained transfer rate of 200 MB/s. If the array is configured in RAID 0 (striping), what is the maximum theoretical bandwidth of the array, and how does it scale with additional disks, assuming no overhead?
Consider a disk array with 10 disks, each having a sustained transfer rate of 200 MB/s. If the array is configured in RAID 0 (striping), what is the maximum theoretical bandwidth of the array, and how does it scale with additional disks, assuming no overhead?
Which factors determine IOPS?
Which factors determine IOPS?
Transmission bandwidth refers to the seek time of a storage device.
Transmission bandwidth refers to the seek time of a storage device.
What is the key difference between parallel and serial transmission?
What is the key difference between parallel and serial transmission?
In serial transmission, the receiving end obtains all the data after ______ transmissions, where each transmission sends one piece of data.
In serial transmission, the receiving end obtains all the data after ______ transmissions, where each transmission sends one piece of data.
Match the following disk ports with their corresponding instruction systems:
Match the following disk ports with their corresponding instruction systems:
What does ATA stand for?
What does ATA stand for?
An IDE disk is also known as a SCSI disk.
An IDE disk is also known as a SCSI disk.
If writing 5,000 files each 2 KB in size takes 5 seconds, what is the approximate transmission bandwidth?
If writing 5,000 files each 2 KB in size takes 5 seconds, what is the approximate transmission bandwidth?
Explain how increasing the number of lines in a parallel transmission system affects its performance, and what limitations might arise from this increase?
Explain how increasing the number of lines in a parallel transmission system affects its performance, and what limitations might arise from this increase?
Assuming the data transmission time is negligible, halving the seek time and rotational latency would theoretically ______ the IOPS.
Assuming the data transmission time is negligible, halving the seek time and rotational latency would theoretically ______ the IOPS.
Flashcards
Scale-Out Storage
Scale-Out Storage
Spreads data across many independent storage servers, sharing storage loads and using location servers to find data.
Storage Virtualization
Storage Virtualization
Combines storage devices into unified logical resources, offering comprehensive storage services.
Cloud Storage System
Cloud Storage System
Combines storage devices, applications, and services with scalable resources dynamically configured for organizations.
Storage Media
Storage Media
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Hard disk drives (HDDs)
Hard disk drives (HDDs)
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HDD Evolution
HDD Evolution
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Interface Protocols
Interface Protocols
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SSD Components
SSD Components
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NAND Flash Structure
NAND Flash Structure
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NAND Flash Operations
NAND Flash Operations
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NAND Flash Volatility
NAND Flash Volatility
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NAND Flash Erase Requirement
NAND Flash Erase Requirement
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NVMe (Non-Volatile Memory Express)
NVMe (Non-Volatile Memory Express)
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NVMe-oF (NVMe over Fabrics)
NVMe-oF (NVMe over Fabrics)
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Intelligent O&M
Intelligent O&M
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Storage Product Trends
Storage Product Trends
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Characteristics of Storage in the Intelligence Era
Characteristics of Storage in the Intelligence Era
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Data Storage Trend
Data Storage Trend
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Data Convergence
Data Convergence
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Optical Storage Technology
Optical Storage Technology
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DNA Data Storage
DNA Data Storage
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Disk Capacity Calculation
Disk Capacity Calculation
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Why Disk Cache?
Why Disk Cache?
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Rotation Speed Impact
Rotation Speed Impact
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Seek Speed Impact
Seek Speed Impact
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Average Access Time
Average Access Time
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Average Seek Time
Average Seek Time
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Average Latency Time
Average Latency Time
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Data Transfer Rate factors
Data Transfer Rate factors
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Internal Transfer Rate
Internal Transfer Rate
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Disk IOPS
Disk IOPS
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IOPS
IOPS
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Transmission Bandwidth (Throughput)
Transmission Bandwidth (Throughput)
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Parallel Transmission
Parallel Transmission
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Serial Transmission
Serial Transmission
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Disk Ports
Disk Ports
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IDE Port
IDE Port
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ATA
ATA
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IDE Disk
IDE Disk
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SATA Port
SATA Port
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Parallel SCSI Port
Parallel SCSI Port
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Study Notes
Storage Technology Trends
- Data carries information during network transmission and influences data storage.
- Course covers information and data definitions, relationships, data storage concepts, history, and trends.
Learning Objectives
- Understand data and information definitions.
- Understand the concept of data storage.
- Understand the development history of data storage.
- Understand the development trend of data storage products.
Data and Information
- Data is the digital representation of anything in any form, as defined by Storage Networking Industry Association (SNIA).
- Data types can be structured, semistructured, or unstructured.
- Data processing is the reorganization of data to increase its value, and processing cycle includes input, processing, and output.
- Information is processed data that is structured, or rendered in a context to make it meaningful and useful.
- Data is raw and meaningless, while information is valuable and logical.
- Data never relies on information, while information depends on data. An example of data is meteorological or satellite data, and information extracted is the weather forecasts.
- Information lifecycle management (ILM) is a set of management theories from information generation to deletion. ILM stages move through creation, protection, access, migration, archiving, and destruction.
Data Storage
- Data storage can be described in both a narrow and broad sense.
- A data storage system consists of storage hardware, storage software, and solutions.
- Disaster recovery (DR) and backup solutions are essential components.
- Physical structure consists of hosts, NAS Gateway, Storage Application and Storage Management software
- Data storage types include Internal Storage, External Storage, DAS, FAS, SAN, NAS, and Object Storage
- The evolution of data management technologies has progressed from manual to big data management.
- Data moves through stages of generation, processing, and management, is classified based on access frequency as online, nearline, and offline storage.
Development of Storage Technologies
- Traditional storage began in the storage architecture of 1950s.
- Storage networks emerged External storage was developed in the 1980s.
- 1990s introduced introduced storage networks and expanded into the 2000s with scale-out and cloud storage solutions.
- Disks evolved into disk arrays with controllers replacing JBOD.
- Separation transitioned to convergence, forming unified storage.
- Scale-out storage uses software to form a high-performance logical storage pool, ensuring reliability and multiple services.
- Storage virtualization consolidates storage devices into logical resources, providing comprehensive and unified services.
- Cloud storage combines multiple devices, applications, and services, using virtualized multi-tenant infrastructure with scalable resources.
Development Trend of Storage Technologies
- HDDs have evolved to have larger capacity with smaller size.
- SSDs were invented early but gained popularity later due to high access speeds.
- Flash memory has advanced through single, triple, and quad-level cells and storage class memory.
- Storage class memory (SCM) is slightly slower that memory but much faster than NAND.
- PCRAM, ReRAM, MRAM, and NRAM are mainstream SCM media
- Interface protocols have evolved over time.
- NVMe improves performance and reduces latency, while NVMe-oF accelerates data transmission across the storage network.
- The evolution of storage products is trending towards HDD, SSD, cloud centralized, scale-out, all-flash and intelligent O&M.
- With the coming of the intelligence era, there is a merging of industry, agriculture and service with cloud computing, AI, Big Data and IoT.
Challenges and Characteristics of Storage in the Intelligence Era
- Data storage faces challenges, including time-consuming RAID reconstruction, service interruption, high disk failure rates, low data compression, inefficient convergence, and unstable concurrency.
- Essential storage characteristics are 24/7 availability, microsecond-level processing, efficient, large capacity, and data monetization.
- Storage in the intelligence era aims for intelligence-driven lifecycle management, and data convergence.
- Seeks to achieve robust reliability, large capacity, and high performance using hardware, algorithms, and architecture.
- Requires minimum cost and maximum data value per per-bit.
Data Storage Trends
- Data storage systems are shifting towards scale-out storage.
- With cloud computing, blockchain and containerizaiton.
- Are focusing on more general-purpose computing.
- Include AI, 5G and brain-like computing through emerging technologies
- Emerging technologies include RoCE/NVMe, optical storage, PCM, biomolecule and quantum dots
- Optical storage offers long service life and high reliability.
- Gold nanostructured glass provides long-term stable storage of TBs per disk with low power consumption.
- DNA data storage offers high density and stability, but has high synthesis costs and slow data processing.
- Atomic storage arranges atoms for information storage and will have large capacity, but has strict operating requirements.
- Quantum storage offers the potential for electron replacement with photons and near speed-of-light computing, but lack in storage efficiency, noise and temperature requirements.
- FC SAN and IP SAN is converging to Converged AI Fabric network.
- Private FC and IP networks are being replaced with Open Ethernet.
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Description
Questions covering scale-out storage, storage virtualization, and cloud storage infrastructure. Also covers SSD control units and NAND flash memory operations.