
In my last blog, I wrote about the complications that data de-duplication can bring to legal proceedings. I'd like to follow up with how, despite this fact, de-duplication can be the right fit for IT teams, if it's part of a comprehensive data management strategy.
De-duplication and compression are important technologies, at least in terms of the problem they are seeking to address. In 2011, IDC reported that there were roughly 22 exabytes of external storage deployed by firms worldwide and that capacity demand was increasing at a rate of about 40% annually. At that rate, the storage manufacturers could just about keep up with the capacity demand of the consumer. In 2014, however, the analyst changed its projection: capacity demand would grow at 300% per year in shops that were using server virtualization.
The reason had to do with the expanding capacity requirements represented by new software-defined storage topologies being introduced by VMware, Microsoft and other hypervisor vendors that required a minimum of three storage nodes per virtual server host with replication between the three (or more) nodes. Every data write would require three times the space to store original and replicated bits. Shortly after IDC modified its projection, Gartner speakers were heard on stage at conferences to double the IDC estimate: over 600% year over year growth would be required both to store data on replicated nodes and to back up those nodes.
Whether the analyst projections are factual or not, they have created something of a nightmare scenario for IT planners. How will they afford all of the additional capacity that the analysts are projecting? De-duplication and compression vendors have characterized their technologies as superheroes. With 70:1 data reduction, they can make short work of the data burgeon - every disk or flash storage device will act as though it has the capacity of 70 disks or flash units, courtesy of de-duplication. That will bend the cost curve of storage despite the data burgeon.
The incentives of the IT professional are to embrace data reduction technologies in order to control CAPEX costs; the concern of the front office (assuming they understand what is being done with their data and the consequent legal exposure it creates) is to limit legal or regulatory liability deriving from IT operations. It is difficult to find a middle ground, but not impossible.
The simple truth is that the compliance issues raised by de-duplication and compression can be side-stepped all together with effective data management. Data management involves the identification of business processes at the firm, then the discovery of applications that support those business processes. With this process-correlated application list in hand, the next step is to find the data used by and produced by each application and to discover its physical location in infrastructure. This could prove challenging, since the last time that such an application data-to-infrastructure map was created was probably at the time that the application was initially deployed.
When the heavy lifting of this investigatory process is complete, the characteristics of data - the application and business process that the data serves - and its physical location will be known. This is an important precursor to making intelligent decisions about how the data should be platformed (data that is accessed and changed frequently might be best hosted on flash or high speed disk storage, for example), what services the data should receive (frequency of replication for availability, special capacity provisioning, exposure to de-duplication/compression processes, etc.), and what kinds of security and disaster recovery/protection services the data requires (these are determined by business process criticality, etc.). In fact, without this data management investigation, companies are likely to be misusing their storage infrastructure and storage services, wasting money and resources and potentially exposing themselves to legal and practical risks!
De-duplication seems like an innocuous service with obvious practical benefits, but like any storage service, its benefits are only realized if it is applied in a deliberate way to achieve objectives that have been carefully defined after comprehensive analysis. If you do not understand the process, it might be useful to partner with a provider to help you to get off to a good start with your data management practice. After all, putting a comprehensive data management plan in place is the first step in achieving true data protection.
Most recent headlines
05/01/2027
Worlds first 802.15.4ab-UWB chip verified by Calterah and Rohde & Schwarz to be ...
01/06/2026
January 6 2026, 05:30 (PST) Dolby Sets the New Standard for Premium Entertainment at CES 2026
Throughout the week, Dolby brings to life the latest innovatio...
02/05/2026
Dalet, a leading technology and service provider for media-rich organizations, t...
01/05/2026
January 5 2026, 18:30 (PST) NBCUniversal's Peacock to Be First Streamer to ...
01/04/2026
January 4 2026, 18:00 (PST) DOLBY AND DOUYIN EMPOWER THE NEXT GENERATON OF CREATORS WITH DOLBY VISION
Douyin Users Can Now Create And Share Videos With Stun...
14/03/2026
Combines mic, USB interface & wireless IEMs
Following a successful Kickstarter campaign, HISONG have announced that their innovative AirStudio S1 device is ...
14/03/2026
Share
Copy link
Facebook
X
Linkedin
Bluesky
Email...
14/03/2026
Share
Copy link
Facebook
X
Linkedin
Bluesky
Email...
14/03/2026
Yospace, the trusted leader in Dynamic Ad Insertion (DAI), stitched 5.4 billion one-to-one addressable OTT advertisements across the 17 days of Milano Cortina 2...
14/03/2026
Telestream Advances Production-Ready AI Across Its Product Portfolio
Brie Clayton March 13, 2026
0 Comments
New AI capabilities drive smarter automati...
14/03/2026
Kraken Graded in DaVinci Resolve Studio
Brie Clayton March 13, 2026
0 Comments
Senior Colorist Dylan Hopkin delivers the first Scandinavian feature in...
14/03/2026
Tedial Powers the Future of Media Operations at NAB Show 2026
Brie Clayton March 13, 2026
0 Comments
Transforming Media Through Intelligence, Flexibil...
13/03/2026
Recently named CEO Andreas Eriksson has taken the helm at Net Insight at a pivot...
13/03/2026
Scripps Sports and Ally Financial are partnering with the Professional Women's Hockey League (PWHL) to broadcast its first game on national linear televisio...
13/03/2026
Disney+ has launched Verts, a vertical video feed on its U.S. mobile app, markin...
13/03/2026
LTN, a managed IP video transport company, and Appear, a live production technol...
13/03/2026
The Professional Fighters League (PFL) has announced an agreement with Sportradar for global betting data and streaming rights. Under the deal, Sportradar becom...
13/03/2026
In-venue and creative video staffers at the professional and collegiate level ha...
13/03/2026
The streamer will be the first entertainment platform to offer AI-enabled vertical video for live games, starting with the NBA...
13/03/2026
Ease Live, an Evertz company specializing in interactive graphical overlays, has deployed its platform on Red Bull TV for Premier Padel coverage. The deployment...
13/03/2026
Monday Night Football, ESPN's premiere NFL property, has continued to be improved and upgraded from a production perspective. Alternative broadcasts are aug...
13/03/2026
At NAB Show 2026, Net Insight (booth W1653) is introducing the Nimbra 520, a high-density media processing node for live contribution and distribution across ma...
13/03/2026
Harmonic (booth W2831) has announced Spectrum X Plus, the newest generation of its Spectrum X media server, offering double the channel density of previous gene...
13/03/2026
Riedel Communications has announced the expansion of its Managed Technology Divi...
13/03/2026
Telestream (booth W1503) has announced the expansion of Telestream Cloud Services with the introduction of UP, a cloud-native solution for ingest, orchestration...
13/03/2026
From awards ceremonies and sports honors shows to festivals and fan conventions,...
13/03/2026
Overtime has announced a partnership with Metro by T-Mobile, naming Metro the Of...
13/03/2026
At NAB 2026, Calrec (booth C6907) will IP Ecosystem powered by True Control 2.0, integrating the company's IP-native Argo consoles - including the U.S. debu...
13/03/2026
Ratings Roundup is a rundown of recent ratings news derived from press releases ...
13/03/2026
Spotify has always been built around your taste. More than 80% of listeners say personalization is what they love most about us. Now we're taking that even ...
13/03/2026
The new Spotify Legends Club has opened its doors. Its members: select German-sp...
13/03/2026
Pushing drum sampler technology into new territories
The latest version of Klevgrand's software drum sampler has just arrived, boasting a newly designe...
13/03/2026
Expanded headphone support & engine improvements
IK Multimedia's recently introduced ARC On-Ear system brings the power of their monitoring-correction s...
13/03/2026
Extra sound collections, more presets & new Keys category
UVI's rhythm and pattern instrument has just received a major update that introduces four new ...
13/03/2026
Over a year ago, L3Harris delivered the first missionized Bombardier Global 6500 aircraft for U.S. Indo-Pacific Command. Two ATHENA-R platforms now average 400+...
13/03/2026
Share
Copy link
Facebook
X
Linkedin
Bluesky
Email...
13/03/2026
Harmonic (NASDAQ: HLIT) today announced Spectrum X Plus, the newest generation of its Spectrum X media server, offering double the channel density of previous ...
13/03/2026
When Ewing Covenant Church made the decision to return to its original, historic building, affectionately called 1867 Sanctuary for weekly worship, the congre...
13/03/2026
Marshall Electronics introduces its first all-IP 4K POV camera, the CV574-WP, at NAB 2026 (Booth C8339). The CV574-WP supports NDI |HX, providing ultra-efficien...
13/03/2026
At NAB Show 2026, Net Insight introduces Nimbra 520, a high-density media processing node designed to simplify live contribution and distribution across both ma...
13/03/2026
Abandon Editorial Signs With Micha l Dimitri for West Coast Representation
Brie Clayton March 12, 2026
0 Comments
Abandon Editorial is excited to part...
13/03/2026
Documentary The Bulldogs Shot and Edited with Blackmagic Design
Brie Clayton March 12, 2026
0 Comments
Editorial tools helped shape film in real time,...
13/03/2026
AE Captions as Fast as CapCut - No Plugins
Graham Quince March 12, 2026
0 Comments
Stop wasting hours clicking through nested compositions and manuall...
13/03/2026
New Music USA and Berklee Institute of Jazz and Gender Justice Announce 2026 Nex...
13/03/2026
13 Mar 2026
VEON Delivers Record Digital Growth: 4Q25 Digital Revenues Grow 84%...
13/03/2026
Friday 13 March 2026
Sky Adds Blood on Snow to Original Film Slate in Acquisiti...
13/03/2026
RT has announced today that Rick O'Shea is the new presenter of Arena RT Radio 1's flagship weeknight arts and culture programme. Rick has been pres...
13/03/2026
Lights! Camera! Action! The 98th Oscars set to air live as RT backs the Irish n...
12/03/2026
Staines-upon-Thames, UK, 11th March, 2026 - Yospace, the trusted leader in Dyna...
12/03/2026
Utah Scientific Expands Technology Partner Program With Integrations From Audina...