
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
06/10/2025
France T l visions, France's leading broadcaster, has received the 2025 EBU ...
04/09/2025
Monumental Sports & Entertainment (MSE), in collaboration with Dalet, has been a...
15/06/2025
July 2025 in Dublin, Berlin, Amsterdam & London
Photo: Thea Martre
Music Production for Women (MPW) have announced that they will be running a series of fo...
15/06/2025
Composer/producer launches free virtual instruments
Sulcata Sound is the latest venture of Jason Graves, a two-time British Academy Award-winnning composer,...
14/06/2025
NEW YORK Pluto TV and the All Womens Sports Network have launched a free ad-supported streaming TV (FAST) AWSN channel in the U.S., Canada, the U.K. and the Nor...
14/06/2025
NEW YORK and CINCINNATI E.W. Scripps has announced a new, multiyear agreement with the WNBA that will continue Ions regular-season coverage of the league on Fri...
14/06/2025
WASHINGTON The National Association of Broadcasters highlighted the hidden importance of spectrum in the production of major sporting events and described wha...
14/06/2025
WASHINGTON Sunsetting ATSC 1.0, expanding business opportunities for NextGen Broadcast and increasing international adoption of the ATSC 3.0 standard were top o...
14/06/2025
SAN FRANCISCO Samba TV and Acxiom have announced that they will dramatically expand their longstanding relationship....
14/06/2025
July 2025 in Dublin, Berlin, Amsterdam & London
Photo: Thea Martre
Music Production for Women (MPW) have announced that they will be running a series of fo...
14/06/2025
San Francisco State University's School of Cinema Uses Blackmagic Design
Brie Clayton June 13, 2025
0 Comments
More than 40 Blackmagic Design came...
14/06/2025
Boris FX Mocha Pro Adds New AI Tools To Tackle VFX Tasks Fast
Jessie Electa Petrov June 13, 2025
0 Comments
The 2025.5 release helps artists work more...
14/06/2025
AJA Debuts DRM2-Plus Mini-Converter Frame at InfoComm 2025
Brie Clayton June 13, 2025
0 Comments
Next-gen frame addresses diverse rackmount needs wit...
13/06/2025
(L-R) Lindsay Utz, Michelle Walshe, and The Right Honourable Dame Jacinda Ardern attend the 2025 Sundance Film Festival premiere of Prime Minister at Eccles T...
13/06/2025
Photo credit: Atsushi Nishijima
If you're a true lover of rom-coms, chances...
13/06/2025
Pure Drama and Fierce Rivalries set to dominate the world's most iconic spor...
13/06/2025
Johannesburg, 12 June 2025 - The National Film and Video Foundation (NFVF), an a...
13/06/2025
ABILENE. Texas A severe storm knocked down the tower and severely damaged the news studio and main facility of Sinclair-owned KTXS here on Sunday, June 8....
13/06/2025
Berklee's Music Business/Management Department Recognized by the Music Biz A...
13/06/2025
WASHINGTON The ATSC, the Broadcast Standards Association, honored veteran technologist Aldo Cugnini and Clarence Hau, Senior Vice President of Standards, Policy...
13/06/2025
(Editor's note: The 2025 UFL Championship Game between the D.C. Defenders and Michigan Panthers kicks off Saturday, June 14, at 8 p.m. Eastern. The game wil...
13/06/2025
New iPad/iPhone synth App announced
Following on from last year's release of Gradient Synth - which reached #6 on the App Store's Paid Music charts ...
13/06/2025
LONDON Warner Bros. Discovery has announced that HBO Max will launch direct-to-consumer in multiple new countries this July as the streamer becomes available in...
13/06/2025
AI voice transcription and captioning platform Verbit has added a new feature to its Captivate ASR solution the ability to identify specific features in automat...
13/06/2025
WASHINGTON Federal Communications Commission member Anna Gomez has wrapped up two weeks in California visiting broadcasters, television studio executives, enter...
13/06/2025
WASHINGTON The U.S. House of Representatives voted mostly along party lines to approve a rescission package that would cancel $9.4 billion in previously approve...
13/06/2025
At InfoComm 2025, AJA Video Systems announced DRM2-Plus, an intuitive, high-capacity 3RU frame that can neatly house up to 24 AJA Mini-Converters. Tailored to s...
13/06/2025
Cinema advertising leader to leverage AOS and suite of AI-enabled solutions to optimize forecasting, yield management, and streamlined ad sales and operations a...
13/06/2025
Manfrotto has launched the ONE Hybrid Tripod, a new support system designed specifically for professional content creators working with mirrorless cameras acros...
13/06/2025
Leading video software provider, Synamedia, today announced that its Media Edge Gateway (MEG), an ATSC 3.0 software-based IRD, now supports Device Security requ...
13/06/2025
LiveU, the global leader in live IP-video contribution, production and distribution solutions, is deepening its commitment to the German-speaking market with th...
13/06/2025
Chaos, the leader in architectural visualisation software, today announces Chaos Corona 13, giving archviz designers new ways to add eye-catching style and flai...
13/06/2025
PALI's Nena Music Video Shot with Blackmagic Design
Brie Clayton June 12, 2025
0 Comments
Blackmagic Cinema Camera 6K and DaVinci Resolve Studio b...
13/06/2025
OddBeast Powers Up iRobot's Newest Roombas with Suite of CGI Launch Assets
Brie Clayton June 12, 2025
0 Comments
The motion design and production ...
13/06/2025
On Chick Coreas Birthday, a Newly Uncovered Archival Release The Visitors, composed by Corea and performed by vibraphonist Gary Burton and pianist Kirill Gers...
13/06/2025
In fulfilment of a recommendation by the Government's Expert Advisory Commit...
13/06/2025
SVG Sit-Down: Backblaze's Gleb Budman Talks Products, Partnerships, and the ...
13/06/2025
SVG Sit-Down: DAZN's Walker Jacobs Calls Streaming the FIFA Club World Cup ...
13/06/2025
New Sponsor Spotlight: Vecima Networks' Paul Strickland on How Improving QoE...
13/06/2025
Pitch Perspective: Where's Next for Specialty Cameras in Soccer? Leaders from Sky Austria and ACS discuss the possibilities of camera placement pitchside B...
13/06/2025
Premiership Rugby Final 2025: Vintage clash between Bath and Leicester gets full...
13/06/2025
Premiership Rugby Final 2025: TNT Sports gears up for Bath vs Leicester battle w...
13/06/2025
NCAA Men's College World Series: ESPN Adds Two-Point SupraCam, Invests in Ne...
13/06/2025
New FSWX signal and spectrum analyzer with novel architecture overcomes limits o...
13/06/2025
Apple today announced the addition of iPad to Self Service Repair, providing iPad owners with access to repair manuals, genuine Apple parts, Apple Diagnostics t...
13/06/2025
CUPERTINO, CALIFORNIA Apple today previewed iOS 26, a major update that brings a beautiful new design, intelligent experiences, and improvements to the apps use...
13/06/2025
At Apple's Worldwide Developers Conference (WWDC), Apple unveiled Apple Games, an all-new destination designed to help players jump back into the games they...
13/06/2025
Industrial AI isn't slowing down. Germany is ready.
Following London Tech Week and GTC Paris at VivaTech, NVIDIA founder and CEO Jensen Huang's Europea...
12/06/2025
In 2018, Spotify launched Heart & Soul, a mental health initiative developed to ...
12/06/2025
50 Years Strong: SBS and NITV Supercharge NAIDOC Week 2025 in a joint 50th celeb...