Coping with the Video Data Bulge - Tape Technology to the Rescue
An explosion in the amount of data being collected
for critical applications like video surveillance is driving
organizations to consider new cost-effective and reliable
ways to store and efficiently access vital information.
Increasingly, organizations are considering updated tape
technology to provide the right storage solution.
With the increasing use of video surveillance
cameras, Information Technology departments are being overwhelmed with recorded
video data, which needs to be stored securely
and managed for longer periods of time than
ever before. It’s the lethal three-way combo of
more cameras, higher resolution images that
demand more computer storage space, and
the need to keep data almost forever.
Is your IT department prepared to meet
this oncoming data bulge? There are a number
of options available, from storing the data on a
hard disk to archiving files through the cloud or a
tape backup system. One solution that is getting
more attention lately is a familiar one: magnetic
tape data storage in the form of Linear Tape
Open (LTO) and Linear Tape File System (LTFS)
which offer an option that is a fraction of the cost
of disk storage, easily accessible and has the
ability to retain images for a long time.
Here is a look at the video surveillance
storage challenges, potential solutions, and how
LTO Technology together with LTFS provides
fast access to high volume of archived data while making discovery faster, easier, less time
consuming and less costly.
The Video Data Bulge
The amount of all data needed to be captured
and stored is growing exponentially. There are
currently 4.4 zettabytes of data being created
in the world; this is estimated to grow 10 times
by 2020, according to the latest IDC’s Digital
Universe report.
However the anticipated
growth in data is not matched by storage
capacity. In 2013, available storage capacity
could hold just 33% of the digital universe.
The data explosion for video applications
like surveillance is even more acute. Originally
created in the 1940s for security in the banking
industry, video surveillance has evolved quickly
to become the most accepted form of security.
Such cameras are ubiquitous.
This ability to install inexpensive camera systems and do higher-quality
video surveillance on every city street corner, or in every high-value location
across an enterprise, has created a “data bulge”: mountains of video data that
needs to be cost-effectively stored and efficiently accessed. The average amount
of digital data generated per day by a single surveillance camera is 40
gigabytes at basic compression rates. A site with 100 cameras, like a small jail
or casino, would be creating four terabytes of data per day. When you multiply
this by the average number of days data can be required to be saved, 30 to 90
days, companies are looking at a total storage capacity to be
installed and managed of 120 to 360 terabytes,
just from a single camera system.
Faced with this deluge of data, storage
management departments are often in permanent
reactive and firefighting mode due to storage
issues. Change comes slowly because risk-
averse storage administrators and conservative
storage working practices are often a barrier to
the adoption of the latest technologies. That’s
understandable because data cannot be replaced
once it is lost or destroyed. Although programs
can be rerun and data can be re-entered, lost
surveillance video data cannot be reincarnated.
Plus the new video formats, like HD and 4K,
require significantly more space that the old
standard definition video.
Video surveillance Storage Solutions
There is not a single solution to store data
throughout all the different stages of its lifecycle, and
while keeping all data online on high-speed disks
might be a good solution for access purposes, in
practice it can become very expensive and difficult
to manage. Video Surveillance Systems have
traditionally been solely based on spinning disks,
high-speed disk has been used for data ingest
and the long term retention being written to slow
spinning disk or to optical.
Now that modern Digital Video Surveillance
systems are producing high-resolution video that
generates terabytes of data per week, the need
for high performance, cost-effective and reliable
long-term storage is more critical than ever.
It is important to be able to identify data
that is unlikely to be used again in the near
future but that needs to be kept for compliance
or for future repurposes. This data can then
be moved to a more cost-effective storage
medium, such as tape, and be kept off-line,
freeing up expensive disk storage space and
reducing overall storage costs.
Video solutions such as Milestone Systems
and Genetec can interface with the tape as a
file system. Data that is placed into the archive
category in the applications can now see the
LTO tape as a standard directory structure. LTO
tape technology with LTFS means that the need
for tape specific software and user interfaces
are no longer needed, data on tape can be
kept near-line or even, in some cases, online
as LTFS allows applications to access data on
tape as they would if the data resided on disk.
As archiving medium LTO technology has long
been the choice, now with LTFS it presents all
the advantages of tape while also minimizing
dependencies, maximizing recoverability and making the use of LTO tape for long-term data
retention easier than ever before.
The ability to access data directly from
any tape in the directory structure means that
forensic investigations do not have to impact
the Digital Surveillance ingest system. The
tapes can not only be viewed off-line, but also
copied and sent for further investigation.
As storage systems grow, LTFS solutions
are easily upgraded; data does not have to be
migrated from tape to tape as regularly as it is in
disk systems. LTFS tapes can also be integrated
into higher-level systems that expand the
performance and usability of the LTO technology
with LTFS tapes. The advanced LTFS solutions
allow the Digital Video Surveillance applications
to expand to support enterprise level storage
with unlimited retention at less than two cents per
gigabyte acquisition cost and fractions of a penny
per gigabyte per month for the unlimited life data.
The Cloud Alternative for Video Surveillance Storage
One trendy option to store data is cloud
storage. While cloud storage sounds like
something from the night’s television weather
forecast, it actually refers to saving data to
an off-site storage system maintained by a
third party. Cloud storage is a subcategory of
cloud computing. Cloud computing offer users
access to not only storage, but also processing
power and computer applications. Instead of
storing information within an on-site computer’s
hard drive or other local storage device, cloud
storage users save it to a remote database.
At first blush, cloud storage appears
appealing. Cloud data is available from any
location that has Internet access, there is no
need for multiple physical storage devices, and
users access and save information to the cloud
from the same workplace computer.
However, upon further review, cloud storage
raises a number of prickly issues. One has to do
with the concept of data ownership and who
really controls the data stored in a cloud system.
Experts disagree over whether it actually belongs
to the client who originally saved the data to the
hardware or the company that owns the physical
equipment storing the data.
Public Safety Video Storage Challenges
Whether it’s tracking down criminals in an urban
center or watching over an officer as he makes
a traffic stop, video cameras are an integral
part of today’s law enforcement and security efforts. Typically, departments upload all the
video feeds, from stationary pole cameras,
body cams and dashboard video recorders,
to redundant, encrypted, on-site and off-
site data centers via a high-speed Internet
connection through the cruiser’s Mobile Data
Terminal. There, the data is indexed and
stored. Some larger departments, like the
Los Angeles Police Department, connect all
those feeds into a central command center,
to process the data in real-time. The LAPD is
at the forefront of a new anticrime technique
called video harvesting, which allows control
centers to grab video from remote sites over
the Internet. This allows the police department
to triage incoming calls. It’s also a jump toward
predictive policing, which uses video images
and data to calculate where crimes will occur.
The downside of all that captured video data
is that it must be stored somewhere.
John Powell, a retired Los Angeles
County Sheriff’s Department deputy, said the
department was overwhelmed by the video
data bulge when it installed surveillance
cameras in its jails and detention areas
several years ago.
The sheriff’s department patrols the
unincorporated parts of Los Angeles County
and also runs the urban center’s huge jails.
Cameras were installed after complaints
surfaced about abuse in the jail system.
The camera plan was not well-thought-out,
falling short on key “back end” components
such as storing, filing and retrieving video
evidence. Soon the LASD was overwhelmed
with all the jail video recordings.
“We installed hundreds of cameras and
really the amount of storage we had wasn’t
sufficient,” Powell said. “It became a huge
problem because they didn’t think it all the
way through.” Instead of buying more storage
space, the sheriff ordered the camera frame
rate to be reduced to a point where some of
the recordings became unusable.
The Ultrium LTO Solution
The sheriff’s department may have been better served had it explored the LTO
option. Magnetic tape data storage can be used as near-line storage as well as
off-line storage and it’s been around since the advent of computers. Linear
Tape-Open (LTO) marked a turning point for tape storage. It was originally
developed in the late 1990s as an open standards alternative to the proprietary
magnetic tape formats. HP, IBM and Quantum, through “The LTO Program,” spurred
development in the magnetic tape upgrade.
LTO generations 5 and 6 work with the Linear
Tape File System, which allows the storage to be
indexed. LTFS, released in 2010, divides the tapes
into two segments called partitions. One partition
holds directory structures and pointers that let the
tape drive quickly seek specific data and the data
itself is stored in the other partition. By applying
a file system to a tape, users can organize and
search its contents as they would on a hard disk.
Users can also copy the media by using a simple
copy command without having to wait for the
entire tape cartridge to be scanned. Video files like
those taken from inside the county jails are good
candidates for this solution because they don’t
require immediate access and can be kept for
longer periods of time at a much lower cost.
One of the problems the sheriff’s department
faced was the massive cost of storing the
influx of data on county hard drives. The lower
expense of LTO certainly makes it attractive
compared to other media. The Clipper Group
Calculator report “Revisiting the Search for
Long-Term Storage – A TCO Analysis of Tape
and Disk” (May 13, 2013) examined total costs
of ownership for archiving data over nine years
in a SATA disk system compared to an LTO tape
library system. The study included all hardware
acquisition costs, maintenance costs, floor
space costs and energy costs. They found that
the disk system was about 26 times more costly
than the LTO tape system and the energy alone
to power and cool the disk system was more
than the total cost of the tape system.
The Los Angeles Sheriff’s Department
is not alone. Every law enforcement agency
is struggling to keep up with the technology
explosion.
“The scope and nature of law enforcement
is changing,” said Mike Fergus, program
manager, Technology Center, International
Association of Chiefs of Police. “It’s becoming
more of an information business. For years, the
chiefs have been talking about ways to handle
the IT needs. It’s a tough sell to add five IT guys,
if that’s what they really want, as opposed to
putting more cops on the streets. It’s a very
tough sell to the city council.”
Law enforcement and private security are
constantly searching for ways to keep video
tapes even longer, especially if the video is
evidence of a crime. Deletion of data is generally
not a widely accepted solution. And any new
storage solution must be easy to use.
“Anything that can simplify the process
and make it more user-friendly to the law
enforcement community would be very
welcome,” Fergus said.
But there are other factors. The magic of LTO Technology combined with LTFS is that it helps
data access; the LTO file system structure allows
applications to directly write and read to tape
without knowledge that the storage device is tape.
Summary
Tape will not replace disk for instant access to
data. But the LTO solution is more cost-effective
for long-term storage and more reliable when
the data “must” be preserved beyond the near
horizon. It is a good fit for file system access of
data that is infrequently retrieved or modified.
Because storage is a horizontal technology,
businesses should be able to gain benefits
across the board by better storage management.
It means businesses can manage data smarter
while also meeting their budget demands.
"When buying a system, agencies or
departments must look at the total cost of
ownership,” said a forensic
video analyst who uses LTO technology to
archive his lab’s work. He teaches at
the FBI National academy in Quantico.
“Our policy is to hold data for 10 years,”
he said. “In reality we keep it forever. The cloud
is not designed for archiving. When you are
talking about archiving, LTO should always be
part of the discussion.”