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Two-dimensional magnetic recording

Two-dimensional magnetic recording is a computer science topic covered in the lgStudy science library. This page brings together a partial reference excerpt, illustrations, worked examples, real-world applications and a short study plan, so you can understand Two-dimensional magnetic recording rather than just read about it. In short: Two-dimensional magnetic recording (TDMR) is a technology introduced in 2017 in hard disk drives (HDD) used for computer data storage. Most of the world's data is recorded on HDDs, and there is continuous pressure on manufacturers to create greater data storage capacity in a given HDD form-factor and for a given cost.

Two-dimensional magnetic recording — main illustration
Two-dimensional magnetic recording — illustration

Key takeaways

  • Two-dimensional magnetic recording belongs to computer science; place it in that map before memorising details.
  • Learn the definition first, then one example that makes the definition concrete.
  • Connect Two-dimensional magnetic recording to a quantity you can measure, compute or draw — that is where exam questions come from.
  • Reproduce the core statement of Two-dimensional magnetic recording from memory before moving on to harder problems.

Reference excerpt

Two-dimensional magnetic recording (TDMR) is a technology introduced in 2017 in hard disk drives (HDD) used for computer data storage. Most of the world's data is recorded on HDDs, and there is continuous pressure on manufacturers to create greater data storage capacity in a given HDD form-factor and for a given cost. In an HDD, data is stored using magnetic recording on a rotating magnetic disk and is accessed through a write-head and read-head (or read-element). TDMR allows greater storage capacity by advantageously combining signals simultaneously from multiple read-back heads to enhance the recovery of one or more data-tracks. In this manner, data can be stored with higher areal-density on the disks thus providing higher capacity in each HDD. TDMR is a read-back technology and thus applies equally well to future recording (writing) technologies such as heat-assisted magnetic recording (HAMR) and microwave-assisted magnetic recording (MAMR).

Overview The TDMR approach arose from a working group set up under INSIC to explore alternative future storage technologies. In the initial concept, the data-tracks were assumed to be very narrow tracks created by shingled recording and subject to considerable mutual interference. The read-heads were assumed to be each centered over a corresponding data-track and a joint detector would optimally recover data from several tracks simultaneously. The technique was viewed as akin to partial-response maximum-likelihood (PRML) in providing gains similar to and in addition to the gains from PRML but operating across the tracks rather than down the track. A relatively large body of subsequent work has explored this configuration primarily from the perspective of signal processing. However, the technical challenge of creating an array of closely spaced read-heads and the complexity of jointly detecting data simultaneously on several tracks are both considerable.

Implementations

In 2017, M. Fatih Erden announced at the TMRC conference that Seagate had been shipping HDDs with TDMR since earlier that year. This was followed by Western Digital in 2018 and Toshiba in 2019. These actual first implementations of TDMR are much simpler and very different from the scenario originally envisioned above. Current implementations recover only a single track using a read head with just two read-elements stacked one above the other (i.e. downtrack) and rely on the skew arising from the use of a rotary actuator to create some cross-track separation between the sensors. This TDMR approach is being applied to both shingled (SMR) and conventional PMR HDDs. The gains achieved are quite modest (6 to 12%) but are expected to increase going forward as more complex schemes are implemented. In concept, there is little change to the read electronics except that the equalizer that shapes the signal prior to detection now has two inputs and must be appropriately optimized. However, in practice, there is significant added complexity in the read electronics and in the setup process during manufacturing. This complexity is associated with optimization of the equalization (waveform shaping) and timing recovery for the dynamically varying offtrack conditions – further complicated by the cross-track offset between readers that varies with radius. The HDD servo system also utilizes the position error signals from the two readers. Doing so reduces the repeatable runout, especially when the readers have a wider separation.

References

Illustrations

Two-dimensional magnetic recording: General concept for TDMR using multiple read elements
General concept for TDMR using multiple read elements
Two-dimensional magnetic recording: First implementation of TDMR in a product (2017)
First implementation of TDMR in a product (2017)

Worked examples

Example 1 — a first encounter with Two-dimensional magnetic recording

Start with the simplest possible case. Write down what Two-dimensional magnetic recording claims or describes in one sentence, then invent the smallest concrete situation in which that sentence is true. In computer science, the smallest case is usually a single object, a single equation or a single measurement. Check that every symbol or term in your sentence has a meaning in that case.

Example 2 — changing one variable

Take the situation from Example 1 and change exactly one quantity: double it, halve it, or set it to zero. Predict what should happen to Two-dimensional magnetic recording before you calculate. Comparing your prediction with the result is the fastest way to find out whether you understand the idea or only the words.

Example 3 — an exam-style question

Typical questions about Two-dimensional magnetic recording ask you to (a) state it precisely, (b) apply it to given data, and (c) explain a limitation. Practise writing all three answers in under five minutes; the third part is what separates a full-mark answer from an average one.

Applications of Two-dimensional magnetic recording

In research
Two-dimensional magnetic recording appears in computer science research whenever the underlying quantities have to be modelled precisely. Papers usually cite it as a starting assumption and then explore where it breaks down.
In technology and industry
Engineering practice reuses Two-dimensional magnetic recording in design rules, simulations and safety margins. Knowing the idea lets you read a specification sheet and understand why the numbers look the way they do.
In the classroom
Two-dimensional magnetic recording is common in secondary-school and first-year university syllabi. It links to neighbouring topics Rotating disc computer storage media, so understanding it makes those chapters shorter.
In everyday life
Look for Two-dimensional magnetic recording outside the textbook — in sport, cooking, traffic, electronics or the sky above you. An example you found yourself is remembered far longer than one you were given.
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How to study Two-dimensional magnetic recording in 20 minutes

  1. Read the reference excerpt below once, without taking notes.
  2. Close the page and write down what Two-dimensional magnetic recording means in your own words.
  3. Compare your version with the excerpt and mark what you missed.
  4. Work through the three examples above with pen and paper.
  5. Explain Two-dimensional magnetic recording out loud to somebody else — or to Teacher Smith in the lgStudy chat.

Frequently asked questions

What is Two-dimensional magnetic recording in simple terms?

Two-dimensional magnetic recording (TDMR) is a technology introduced in 2017 in hard disk drives (HDD) used for computer data storage. Most of the world's data is recorded on HDDs, and there is continuous pressure on manufacturers to create greater data storage capacity in a given HDD form-factor a…

Why does Two-dimensional magnetic recording matter?

Because it connects several computer science ideas at once: it gives you a definition you can apply, a quantity you can calculate, and a way to check whether a result is plausible.

How should I study Two-dimensional magnetic recording?

Read the excerpt, restate it from memory, then work through the examples and applications listed on this page. The five-step study plan above takes about twenty minutes.

What does this page cover?

It gives you a compact reference excerpt plus original lgStudy explanations, examples, applications and study material on Two-dimensional magnetic recording.

Tags

  • Rotating disc computer storage media

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