Intro to Storage Media

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Questions and Answers

Which of the following is NOT a primary consideration in physical storage introduction?

  • Aesthetic appeal (correct)
  • Capacity
  • Durability
  • Transfer rate

What is the general trend in the memory hierarchy regarding cost and access time?

  • Cost and access time are unrelated
  • Higher cost, slower access time
  • Higher cost, faster access time (correct)
  • Lower cost, faster access time

Which storage type would be MOST suitable for long-term data archiving due to its cost-effectiveness and high capacity?

  • Tertiary Storage (Tape) (correct)
  • Primary Storage (RAM)
  • Secondary Storage (SSD)
  • Cache Memory

What is the primary advantage of using magnetic disk storage (HDDs) in database systems?

<p>Large, cheap, and persistent storage (B)</p> Signup and view all the answers

Which factor does NOT directly contribute to the latency in accessing data on a hard disk drive (HDD)?

<p>The color of the disk platter (D)</p> Signup and view all the answers

What is the main purpose of using buffers in main memory when working with hard disks?

<p>To manage and optimize block access, reducing I/O time (A)</p> Signup and view all the answers

In the context of database management systems (DBMS), what is the significance of avoiding random I/O?

<p>It minimizes seek time and rotational delay on HDDs, improving performance. (A)</p> Signup and view all the answers

What is a key consideration when writing and changing blocks on storage media, especially concerning RAM?

<p>Changes can only be done with main memory (RAM) involvement. (D)</p> Signup and view all the answers

When comparing algorithms in a DBMS course versus a general algorithms course, what key difference must be considered?

<p>General algorithms courses always assume data fits in memory, while DBMS courses must consider I/O costs. (A)</p> Signup and view all the answers

In the I/O model of computation, what is the primary goal for optimizing database performance?

<p>Minimizing the number of (read/write) block accesses (C)</p> Signup and view all the answers

Which of the following statements is correct regarding the use of magnetic tapes today?

<p>Magnetic tapes are employed by cloud providers and research institutions for cost-effective, high-capacity archiving. (D)</p> Signup and view all the answers

Which characteristic is NOT a typical advantage of magnetic tapes?

<p>High random access speed (B)</p> Signup and view all the answers

Why are solid-state drives (SSDs) an alternative to hard-disk drives (HDDs)?

<p>They use microchips to retain data. (B)</p> Signup and view all the answers

What is a main disadvantage of Solid State Drives (SSDs)?

<p>Limited ability of being rewritten. (A)</p> Signup and view all the answers

How does non-volatile memory (NVM) differ from most common types of memory (e.g., DRAM)?

<p>NVM retains information even after shutdown. (B)</p> Signup and view all the answers

Why is redundancy, such as using multiple disks, important in storage systems?

<p>To ensure data availability and prevent data loss in case of disk failures (B)</p> Signup and view all the answers

What is a key reason for hard drives aging and wearing down over time?

<p>Contact cycles (head parking) and Spindle start-stop (A)</p> Signup and view all the answers

Why is Annualized Failure Rate (AFR) an important metric for hard drives?

<p>Indicates the probability of a hard drive failure per year. (C)</p> Signup and view all the answers

What does RAID stand for in the context of storage systems?

<p>Redundant Array of Inexpensive Disks (C)</p> Signup and view all the answers

What is the primary purpose of using RAID?

<p>Enhance storage capacity, speed, and/or reliability (B)</p> Signup and view all the answers

In RAID configurations, what does it mean for disks to be 'virtualized'?

<p>The multiple physical drives appear as a single logical drive. (A)</p> Signup and view all the answers

What is the primary characteristic of RAID 0 (block-level striping)?

<p>Double bandwidth when sequentially reading (B)</p> Signup and view all the answers

What is the key benefit of RAID 1 (block-level mirroring)?

<p>Fault tolerance through redundancy. (C)</p> Signup and view all the answers

What characterizes a RAID 0+1 configuration?

<p>Combination of RAID 0 and RAID 1, providing both stripping and mirroring (A)</p> Signup and view all the answers

In RAID 2, what happens if a sector on a disk is read?

<p>Sector takes as long as 1/8th of sector (C)</p> Signup and view all the answers

What is the main feature of RAID Level 3 striping?

<p>Reading/writing requires access of all disks. (B)</p> Signup and view all the answers

What issue arises from using a shared parity disk in RAID Level 4?

<p>The Parity Disk creates a bottleneck. (A)</p> Signup and view all the answers

What is the key advantage of RAID 5 over RAID 4?

<p>Reduced potential for bottleneck due to distributed parity (D)</p> Signup and view all the answers

Which RAID configurations are most commonly used in practice and why?

<p>RAID 1 and particularly RAID 5 because of their balance between redundancy and performance (D)</p> Signup and view all the answers

Why is understanding the strengths and weaknesses of storage technologies important for database management systems (DBMS)?

<p>To enable the exploitation of strengths and avoid the weaknesses of a technology (D)</p> Signup and view all the answers

How does disk distance between the R/W (read/write) head and platter affect data retrieval?

<p>Increased distances typically result in increased latency (A)</p> Signup and view all the answers

Why might a database administrator prefer sequential access over random access when retrieving data from a hard disk drive (HDD)?

<p>Sequential access reduces seek time and rotational delay compared to random access. (A)</p> Signup and view all the answers

How do wear leveling algorithms improve the lifespan of solid-state drives (SSDs)?

<p>Algorithms ensure write operations are equally distributed to the pages (C)</p> Signup and view all the answers

Why should Database systems aim at minimizing block accesses?

<p>Because other operations are significantly larger than the cost of operation. (A)</p> Signup and view all the answers

Which of the following statements is true regarding single disk access, versus SSD access?

<p>SSD access would be better at accessing (B)</p> Signup and view all the answers

Between Seek Time, Rotational Delay, and Block Transfer which action aims for each?

<p>Minimize, Minimize, Maximize (C)</p> Signup and view all the answers

Which is the best reason for having high sequential read and write speeds for magnetic tapes?

<p>In order to ensure data can be properly put into a system that requires sequential ordering, even if tape speeds lag behinds. (C)</p> Signup and view all the answers

Why is the choice of which RAID to employ depend on matching the needs of the application?

<p>Each RAID level has different strengths and weaknesses regarding speed, reliability, and cost. (D)</p> Signup and view all the answers

In the context of hard drive reliability, what is the significance of 'contact cycles'?

<p>They describe the number of times the read/write head parks (moves away from the platter), causing wear. (D)</p> Signup and view all the answers

How do the roles of primary, secondary, and tertiary storage affect overall system design in a database management system?

<p>Their properties influence decisions concerning data placement, access methods, and query optimization. (A)</p> Signup and view all the answers

What key factor primarily differentiates database system algorithm analysis from that conducted in a general algorithms course?

<p>DBMS courses must account for the cost of I/O operations because datasets don't fit in memory, general algorithms often assume all data is in memory. (B)</p> Signup and view all the answers

How does the concept of 'locality' influence algorithm design within a DBMS, particularly concerning main memory algorithms?

<p>It encourages algorithms to process data in a way that maximizes the number of cache hits. (C)</p> Signup and view all the answers

When dealing with hard disk drives (HDDs) in database systems, what strategy is most effective for minimizing I/O costs associated with data retrieval?

<p>Writing data on disk in the order it will be read and re-using buffered data to avoid accessing the disk. (B)</p> Signup and view all the answers

What role do main memory buffers play in optimizing the process of reading and writing blocks of data on hard disk drives (HDDs)?

<p>They store parts of files, and ideally the blocks needed are already stored in main memory when it is accessed. (A)</p> Signup and view all the answers

How does increasing 'contact cycles' impact the reliability and lifespan of a hard disk drive (HDD)?

<p>It significantly reduces lifespan due to wear and tear from frequent head parking. (C)</p> Signup and view all the answers

Which statement best describes the trade-offs between cost, speed, and capacity when considering the storage hierarchy in database management systems?

<p>Faster storage options like RAM are generally more expensive and offer limited capacity compared to slower options like hard disks or tapes. (C)</p> Signup and view all the answers

What is the primary factor that determines 'rotational delay' when accessing data on a hard disk drive (HDD)?

<p>The time it takes for the desired sector to rotate under the read/write head. (C)</p> Signup and view all the answers

In the context of RAID configurations, what is the key difference between 'virtualized' disks and physical disks?

<p>Virtualized disks are presented as a single logical unit, abstracting the complexity of multiple physical disks. (C)</p> Signup and view all the answers

What is the major implication of using flash memory in Solid State Drives (SSDs) for writing data, compared to traditional HDDs?

<p>Only entire blocks or pages must be rewritten in SSDs, even if only a small portion of the data has changed. (D)</p> Signup and view all the answers

What is the role of 'Over Provisioning' in Solid State Drives (SSDs), and how does it impact the drive's performance and lifespan?

<p>It reserves extra storage space to mitigate performance degradation and extend lifespan by wear and tear. (A)</p> Signup and view all the answers

How does the architecture of Solid State Drives (SSDs) affect their suitability for different types of database workloads compared to traditional Hard Disk Drives (HDDs)?

<p>SSDs are generally better for random workloads due to lower latency, but HDDs remain cost-effective for large, sequential workloads. (A)</p> Signup and view all the answers

What constitutes the 'seek time' component of latency when accessing data from a hard disk drive (HDD)?

<p>The time it takes for the read/write head to reach the correct track. (C)</p> Signup and view all the answers

What is the fundamental principle behind using RAID 3 (striping with parity) to enhance data storage?

<p>Splitting data into bits or bytes across multiple disks, with one dedicated disk storing parity information. (C)</p> Signup and view all the answers

What is a significant bottleneck in RAID 4 configurations due to their approach to handling fault tolerance?

<p>The parity disk becomes a bottleneck because every write operation must access it. (A)</p> Signup and view all the answers

How does magnetic tape achieve high scalability for data storage?

<p>Through its capability to store data across easily swappable cartridges, allowing for near-limitless archival capacity. (D)</p> Signup and view all the answers

Why is 'Energy Efficiency' considered a key advantage of magnetic tapes in archival storage solutions?

<p>Tapes consume very little electricity when idle or offline, making them cost-effective for long-term archives. (D)</p> Signup and view all the answers

In what scenario would using magnetic tapes be most strategically advantageous compared to other storage solutions like HDDs or SSDs?

<p>For long-term data archiving with infrequent access. (B)</p> Signup and view all the answers

How does RAID 0+1 (mirrored striping) balance performance and reliability compared to its constituent RAID levels, RAID 0 and RAID 1?

<p>RAID 0+1 provides the increased performance of RAID 0 with the data protection of RAID 1, but at a higher cost. (B)</p> Signup and view all the answers

How can the performance of hard disk drives (HDDs) be optimized within a database management system (DBMS)?

<p>By minimizing random access and maximizing sequential access patterns whenever possible. (A)</p> Signup and view all the answers

When considering cost efficiency, which type of storage is generally the most economical per gigabyte for long-term archival storage?

<p>Magnetic Tapes. (D)</p> Signup and view all the answers

Why should database administrators prioritize sequential access over random access when retrieving data from a hard disk drive (HDD)?

<p>HDDs have faster sequential read/write speeds due to minimized head movement, reducing latency. (B)</p> Signup and view all the answers

What is a practical approach to mitigate the impact of hard drive failures in a database environment without implementing RAID?

<p>Implementing rigorous backup and recovery strategies. (E)</p> Signup and view all the answers

Why is there an increasing interest in Non-Volatile Memory (NVM) for database systems?

<p>NVM offers the speed of DRAM with the persistence of disk storage, potentially revolutionizing data handling. (D)</p> Signup and view all the answers

What is the impact on overall input/output (I/O) performance in a DBMS when the required data blocks are already present in main memory?

<p>The I/O performance dramatically improves, as disk access is avoided. (D)</p> Signup and view all the answers

What is the main goal in optimizing database performance within the I/O model of computation?

<p>To minimize the number of block accesses between disk and main memory. (A)</p> Signup and view all the answers

Which of the following accurately describes the general shift in data storage technologies?

<p>Solid-state drives are increasingly favored over HDDs, though magnetic disks remain significant due to their cost-effectiveness. (C)</p> Signup and view all the answers

Flashcards

Storage Media Differences

Storage media differ in random access speed, read/write speed, capacity and cost per capacity.

Storage Hierarchy

A layered arrangement of storage types where faster, more expensive storage is at the top and slower, cheaper storage is at the bottom.

Primary Storage

Fast, limited capacity, high price, usually volatile electronic storage. Used for frequently accessed and current work data.

Secondary Storage

Slower, large capacity, lower price. Used for the main stored data.

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Tertiary Storage

Even slower, huge capacity, even lower price, usually offline. Used for backup and long-term storage of not frequently used data.

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Magnetic Disk Storage(HDDs)

Hard disk drives are still a standard for large, cheap, and persistent storage and are usually used as the main storage media.

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Tracks

Each surface of a disk is divided into circular ____.

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Sector

Smallest physical transfer unit on a disk.

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Latency

Time between request to read a block and arrival of the data block in main memory.

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Transfer time

Time for disk rotation until all sectors and gaps of the block have passed the R/W head.

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Locating data on a disk

A bottleneck, data must be located on disk.

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Take Away HDD

Cheap and large, avoid random access seek time + rotational delay + block transfer.

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Changing of Blocks

Not possible to do it without RAM (main memory), and has several steps.

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I/O-Model of Computation

The cost of transferring a block from disk to main memory is orders of magnitude larger than the cost of the operations in main memory.

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Avoid Random I/O

Write data on disk in the order of reading and use indexes for quickly finding data on disk.

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Magnetic Tapes

Used for cost efficiency, long durability, energy efficiency, scalability, security, and faster read/write speeds.

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Solid State Drives (SSDs)

More memory chips, contains no moving parts, used as replacement for hard disk drives.

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SSD Advantages

Low access time and latency, no moving parts (shock resistant), lighter, and more energy-efficient than HDDs.

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SSD Disadvantages

Limited ability of being rewritten, divided into blocks/pages, over Provisioning (2%-15%), decrease in speed, failures.

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Non-Volatile Memory (NVM)

Most memory today is volatile, non-volatile memory (NVM) keeps information even after shutdown.

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RAID Array

Combine multiple HD into a ____ Array(Redundant Array of Independent Disks). Increase capacity and speed, control redundancy.

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Single HD

The ____ is not sufficient, combine multiple HD into an array for logical disk.

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RAID Controller

The RAID controller connects to multiple disks, disks are virtualized and act as one logical disk.

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RAID 0

Double bandwidth when sequentially reading a file.

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RAID 1

Fault tolerance through redundant storage of all data.

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RAID 0 + 1

Combines RAID 0 and RAID 1, doubles storage consumption, increases fault tolerance, reduces latency when reading files.

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RAID 2

Striping on Bit- or Byte-Level instead of sector-level, ideally higher throughput even when reading a single sector.

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RAID 3

Bit-level (or Byte-level) striping(like RAID 2), additional parity disk for failure of disks.

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RAID 4

Better Load Balancing than RAID 3, thus: The parity disk becomes a bottleneck

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RAID 5

Parity is on disk that does not contain any data block, much better load balancing.

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Storage Selection

Pick the right tool to exploit strengths of a given technology, while avoiding its weaknesses

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Study Notes

  • The presentation is about information and data management, specifically focusing on storage media.
  • The agenda includes covering available storage media types, their properties, and how these properties affect system design.

Physical Storage Introduction

  • Early storage methods include stone records from around 10,000 BCE and clay tablets from approximately 3,200 BCE
  • The key characteristics of physical storage are capacity, transfer rate, and durability.
  • Storage mediums included papyrus from 3,000 BCE, paper from 105 CE, and Gutenberg's press from 1400, which enabled massive data copying
  • Later storage solutions:
    • The Phaistos Disk from approximately 1,700 BCE
    • VHS tapes around 1975
    • Punched cards from approximately 1800 to 1970, used for textile weaving, programming, census data, and data storage
  • Early digital storage formats:
    • Magnetic tape's introduction around 1951, first used in the UNIVAC I with a capacity of 1.44MB
    • Hard disk drives came about 1956, with IBM shipping a 5MB capacity drive.
  • Subsequent storage mediums:
    • Floppy disks appeared around 1971 (IBM), with capacities ranging from 80KB to 2.8MB
    • Compact discs came around 1982 (Philips-Sony), holding 700MB
    • DVDs came around 1995 (Philips-Sony-Toshiba-Panasonic), with capacities between 4.7GB - 17GB
    • Blu-ray Discs developed around 2002 (Sony-Panasonic), reaching capacities of 25GB-128GB
  • Modern storage options:
    • Flash memory came about 1990
    • Solid-state drives came about 2000
  • Next-generation storage solutions:
    • Quantum storage, DNA data storage offer stability and high density
    • Cloud storage

Storage Considerations for DBMS

  • Considerations crucial when planning a database system's physical layer
  • Price, speed, latency, and capacity need to be considered
  • Data must be stored securely and accessed declaratively
  • Data is stored on a medium and vary in terms of random access speed, read/write speed, capacity, and cost per capacity.

The Storage Hierarchy

  • Media characteristics create a storage hierarchy
  • DBMS optimize data distribution within it
  • Primary storage (e.g., RAM):
    • Fast and has limited capacity
    • More expensive and usually volatile electronic storage
    • Used for frequently accessed data or current work data
  • Secondary Storage (Hard Disk/SSD):
    • Slower
    • Large capacity and lower price
    • Houses main stored data
  • Tertiary Storage (Tape):
    • Even slower, has a large capacity and a low price
    • Usually offline
    • Used for backup and long-term infrequently accessed data

Cost vs Access Time

  • As cost increases, access time decreases, moving from Tertiary Storage (Tape) to Registers.
  • Registers provide the fastest access time (1-10 ns), while tertiary storage is the slowest (seconds to minutes).
  • There's a latency gap of 10^7 between cache and main memory
  • The cost ranges from < 0.10 €/GB for tertiary storage to very expensive for registers.

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