Diligent CTO demystifies data deduplication

Diligent Technologies is among the pioneers of data deduplication technology, which helps enterprises reduce redundant copies of data and, in turn, shrink storage requirements and shorten backup times. Neville Yates, Diligent's CTO, talked with Network World Senior Editor Deni Connor about the varying deduplication technologies used with today's virtual tape libraries (VTL).

So what is deduplication?

Deduplication is a means by which data is examined and compared to existing data. If it is the same, it is filtered out and the existing data is referenced. Deduplication is very prominent in applications such as backup that cause a lot of duplication as a byproduct of how they work. These applications are prime targets for deduplication technology.

What forms of deduplication are there?

There are three ways deduplication can occur that are talked about today in the market. One of them is the offering from Diligent called HyperFactor, which takes a look at data in an agnostic form and searches the datastream for similarity. Once similarity is found, a computation difference is performed guaranteeing that what is to be filtered out is exactly the same as what is referenced. Only new data is stored.

Another one uses hash technology or hash algorithms whereby data is sliced into some digestible piece -- such as perhaps 8Kbytes in size -- and a hash is assigned to that data and the data is stored. If that signature or hash is recomputed on a new datastream, then that computation suggests that that data already exists and can be referenced. It doesn't need to consume more storage, thereby reducing the amount of storage consumed.

The third is one where the datastream is looked at inside for its logical content, assuming that a file of a particular name is most likely to be a good candidate when compared to the contents of a file of exactly the same name on a fully qualified basis, meaning directory, directory tree, etc., and then a computational difference is done between the two files.

So there are three fundamental approaches and many different ways of implementing those approaches.

What are the different ways deduplication has been implemented?

One of the implementation differences in those approaches is whether you receive all of the data and lay it down on disk and then sometime in the future read it back in from a deduplication perspective, or whether during the receipt of the data you process it inline and in real time to achieve the deduplication.

Those are called inline and post-processing?

That is correct.

You say that Diligent uses the HyperFactor approach. Who are some of the vendors that use hash algorithms?

Hashing or some derivative thereof is used by Quantum/ADIC, Data Domain and FalconStor. HyperFactor is our own IP. Content-aware is something that is being pursued by Sepaton.

What are the advantages and disadvantages of inline deduplication and post-processing?

Inline deduplication first of all is difficult to achieve in terms of performance. But if you do achieve it, it is advantageous because once you have finished the job, the job is done -- there is no heavy lifting and you don't have to worry about capacity planning for any background tasks and what resources might be available to support that. Contrary to post-processing, while the data is being received by the backup application, none of the heavy lifting is being done, and so end users need to concern themselves with the amount of effort needed to do the post-processing.

It is quite easy to understand when you look under the covers that the activity on the disk subsystem is greatly increased as a byproduct of post processing, simply because you have to write everything and read it back. Then there's all the database and indexing overhead that is painful and can slow the process down. It is quite reasonable to assert that if you are able to de-dupe inline at 300 to 400MB per sec you wouldn't even consider doing post processing because the situation drives toward a higher I/O profile and slows you down.

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