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Data Center News > Blog > Global Market > Stop your data lake from turning into a data swamp
Global Market

Stop your data lake from turning into a data swamp

Last updated: May 20, 2024 11:41 am
Published May 20, 2024
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Wally McDermid, VP Strategic Alliances And Enterprise Growth at Scality, explores how organisations can keep away from information swamps, and the way they’ll leverage object storage to successfully handle an information lake.

For organisations struggling to handle and draw worth from large and rising volumes of unstructured information, information lakes are an interesting and sensible choice. But with out cautious organisation, these lakes can shortly flip into sprawling information swamps, making it arduous for IT groups to find the info they want. Not solely is that this time-consuming and dear, it could possibly expose the organisation to new safety threats. On this article, we’ll discover the best way to leverage object storage to maintain information lakes simply accessible, well-organised, and safe.

Defining information lakes and information swamps

To place it merely, an information lake is a centralised repository that homes information in a number of codecs and from numerous sources. Gartner describes it as, “an idea consisting of a set of storage situations of varied information belongings. These belongings are saved in a near-exact — and even precise — copy of the supply format and are along with the originating information sources.”

A knowledge swamp, alternatively, is an unorganised pile of information with none categorisation or taxonomy. Navigating by an information swamp resembles wading by a bathroom, hoping to stumble throughout the required info. This technique is clearly neither environment friendly nor safe. It’s merely not doable to maintain information secure if you happen to have no idea what you’ve got or the place it’s.

Sustaining cleanliness and organisation in an information lake is essential to avoiding it changing into an information swamp — and that’s the place object storage might help.

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The position of object storage in avoiding an information swamp

With out correct construction and metadata, finding particular information turns into a frightening job, comparable to looking for one thing in a literal swamp. Object storage successfully tackles this problem by organising info into flexibly sized containers often known as objects. Every object comprises each the info and related metadata, and is recognized by a singular world identifier moderately than a file title and path utilized in file storage. These methods could be enhanced with customized attributes to deal with further file-related info, which makes discovering information that a lot simpler.

Knowledge lakes can shortly increase to petabytes and past, requiring an answer able to dealing with immense capability. Object storage is a perfect answer on this situation, enabling seamless and horizontal scaling as information continues to proliferate from numerous sources.

A aggressive benefit

With a clear and efficient information lake, IT groups not solely guarantee they’ll discover and entry information once they want it, however they’ll acquire invaluable insights from their information. With the ability to totally reap the enterprise insights inside information lakes is determined by each analytics instruments and the storage repository.

The storage system should be capable to course of information from numerous sources and to scale by way of each efficiency and capability so information is accessible to purposes, instruments, and customers. The correct answer will ship the efficiency, scalability, flexibility, and decrease price that organisations require to maintain their information lake clear and acquire a wealth of different advantages from it.

The analogy of a swamp highlights the challenges related to finding, utilising, and securing information and not using a strategic strategy. Object storage emerges as a really perfect answer to make sure information lakes are organised and accessible. By embracing object storage, organisations can keep away from the murky depths of an information swamp, making certain enhanced safety, crystal-clear visibility, and invaluable insights from their information lakes.

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