Continuous processes around the development and deployment of applications are both impacted by -- and a benefit to -- the Internet of Things trend.
To help better understand the relationship between DevOps and a plethora of new end-devices and data please welcome Gary Gruver, consultant, author and a former IT executive who has led many large-scale IT transformation projects, and John Jeremiah, Technology Evangelist at Hewlett Packard Enterprise (HPE), on Twitter at @j_jeremiah. The discussion is moderated by me, Dana Gardner, Principal Analyst at Interarbor Solutions.| By Roger Strukhoff | Article Rating: |
|
| January 28, 2011 07:15 AM EST | Reads: |
12,511 |
Proposed legislation by Sens. Joe Lieberman and Susan Collins may not yet encompass an "Internet kill switch," but does inject a large amount of buzzkill into prospects of the Internet remaining an interference-free zone from the U.S. federal government.
This effort reminds me of a marvelous scene in the 1969 movie, Midnight Cowboy, in which the Dustin Hoffman character, "Ratso" Rizzo, starving, starts filling his pockets with food from a lavish buffet at a party that he's crashed.
A young woman tells him, "You don't have to steal the food. It's free," to which he responds, "Well, if it's free, then I'm not stealing it!"
The reality was that Ratso, or Rico as he preferred to be called, was stealing the food.
So goes the renewed efforts by Sens. Joe Lieberman and Susan Collins, with what I assume is the tacit approval of the Obama Administration, to introduce a cybersecurity bill that has been widely tagged as "the Internet kill switch bill."
This terminology is inaccurate, as the powers granted to the President by this proposed legislation are specific in nature, and don't grant the power to disable all Internet connectivity in the US.
A mouthpiece for the Senate committee involved with this bill (currently known as S. 3480) has been quoted as saying "we're not trying to mandate any requirements for the entire Internet...but only to assert governmental control over those "crucial components that form our nation's critical infrastructure."
Where's the Logic?
But why bother with granting new, specific powers? The President, you see, already has general powers to shut down "any (communications) station or facility" under the Communications Act of 1934. So why does he need additional, specific powers to create a list of websites that he can shut down after declaring certain types of emergency?
The thinking seems to run like this:
Smart people: You don't need control over the Internet, because you already have it.
Dumb senators: Well, if we already have control, then we're not trying to get it.
Maybe I have the wrong analogy. Maybe this is more worthy of Yogi Berra or Kafka.
Another Freaking List
The key aspect of this proposed legislation is not cybersecurity in general, but rather its granting the power to create a list of sites that would come under its purview.
Creation of yet another "list" by the Federal government should chill the spines of anyone who remembers J. Edgar Hoover's FBI lists, President Richard Nixon's enemies list, and who-knows-what lists that have been created by the Federal government since 9/11.
One would also hope that the list envisioned in this bill is somewhat more accurate than the risible advisory and no-fly lists that have emerged within the air transportation industry since 9/11.
Part of the plan here is apparently to include IT systems connected to things such as nuclear power plants as worthy of a Presidential shutdown.
To wit, the bill in its current proposed form states that a facility would come under jurisdiction here if it had "the potential for the destruction or disruption of the system or asset to cause a mass casualty event which includes an extraordinary number of fatalities."
Where Does it Begin & End?
Seems like a worthy enough goal. But it would also cover disruption of a system that would cause "mass economic consequences." What are these? Banking sites? Airline sites? Google? eBay? Facebook? Where does this list begin and where does it end?
I would wager that any business that finds itself under a serious cyberattack would have the wherewithal to recognize this and shut things down on its own if circumstances warranted. The last thing they would need is a bumbling Federal bureaucracy making a bumbling decision for a business about which it knows nothing--and there are pages and pages of bureaucratic process talk in S. 3480.
We can also be sure that if this bill makes it through the Senate, then through the House, then through a Presidential signature, it will be continuously amended over time to grant ever more powers to a Presidential office that already has plenty of them. And guess what, a true Internet kill switch will be one of those powers some day.
It'll be like our old friend Rico crashing a number of parties to steal ever more free food.
Published January 28, 2011 Reads 12,511
Copyright © 2011 SYS-CON Media, Inc. — All Rights Reserved.
Syndicated stories and blog feeds, all rights reserved by the author.
More Stories By Roger Strukhoff
Roger Strukhoff (@IoT2040) is Executive Director of the Tau Institute for Global ICT Research, with offices in Illinois and Manila. He is Conference Chair of @CloudExpo & @ThingsExpo, and Editor of SYS-CON Media's CloudComputing BigData & IoT Journals. He holds a BA from Knox College & conducted MBA studies at CSU-East Bay.
Continuous processes around the development and deployment of applications are both impacted by -- and a benefit to -- the Internet of Things trend.
To help better understand the relationship between DevOps and a plethora of new end-devices and data please welcome Gary Gruver, consultant, author and a former IT executive who has led many large-scale IT transformation projects, and John Jeremiah, Technology Evangelist at Hewlett Packard Enterprise (HPE), on Twitter at @j_jeremiah. The discussion is moderated by me, Dana Gardner, Principal Analyst at Interarbor Solutions.Nov. 27, 2015 04:15 AM EST Reads: 704 |
By Elizabeth White Too often with compelling new technologies market participants become overly enamored with that attractiveness of the technology and neglect underlying business drivers. This tendency, what some call the “newest shiny object syndrome” is understandable given that virtually all of us are heavily engaged in technology. But it is also mistaken. Without concrete business cases driving its deployment, IoT, like many other technologies before it, will fade into obscurity.Nov. 27, 2015 04:00 AM EST Reads: 322 |
By Liz McMillan With all the incredible momentum behind the Internet of Things (IoT) industry, it is easy to forget that not a single CEO wakes up and wonders if “my IoT is broken.” What they wonder is if they are making the right decisions to do all they can to increase revenue, decrease costs, and improve customer experience – effectively the same challenges they have always had in growing their business. The exciting thing about the IoT industry is now these decisions can be better, faster, and smarter. Now all corporate assets – people, objects, and spaces – can share information about themselves and thei...Nov. 27, 2015 04:00 AM EST Reads: 212 |
By Elizabeth White The Internet of Things is clearly many things: data collection and analytics, wearables, Smart Grids and Smart Cities, the Industrial Internet, and more. Cool platforms like Arduino, Raspberry Pi, Intel's Galileo and Edison, and a diverse world of sensors are making the IoT a great toy box for developers in all these areas.
In this Power Panel at @ThingsExpo, moderated by Conference Chair Roger Strukhoff, panelists discussed what things are the most important, which will have the most profound effect on the world, and what should we expect to see over the next couple of years.Nov. 27, 2015 02:30 AM EST Reads: 450 |
By Pat Romanski Discussions of cloud computing have evolved in recent years from a focus on specific types of cloud, to a world of hybrid cloud, and to a world dominated by the APIs that make today's multi-cloud environments and hybrid clouds possible.
In this Power Panel at 17th Cloud Expo, moderated by Conference Chair Roger Strukhoff, panelists addressed the importance of customers being able to use the specific technologies they need, through environments and ecosystems that expose their APIs to make true change and transformation possible.Nov. 27, 2015 02:00 AM EST Reads: 514 |
By Pat Romanski PubNub has announced the release of BLOCKS, a set of customizable microservices that give developers a simple way to add code and deploy features for realtime apps.PubNub BLOCKS executes business logic directly on the data streaming through PubNub’s network without splitting it off to an intermediary server controlled by the customer. This revolutionary approach streamlines app development, reduces endpoint-to-endpoint latency, and allows apps to better leverage the enormous scalability of PubNub’s Data Stream Network.Nov. 27, 2015 01:00 AM EST Reads: 307 |
By Jennifer Gill The cloud. Like a comic book superhero, there seems to be no problem it can’t fix or cost it can’t slash. Yet making the transition is not always easy and production environments are still largely on premise. Taking some practical and sensible steps to reduce risk can also help provide a basis for a successful cloud transition.
A plethora of surveys from the likes of IDG and Gartner show that more than 70 percent of enterprises have deployed at least one or more cloud application or workload. Yet a closer inspection at the data reveals less than half of these cloud projects involve production...Nov. 27, 2015 01:00 AM EST Reads: 458 |
By Liz McMillan Microservices are a very exciting architectural approach that many organizations are looking to as a way to accelerate innovation. Microservices promise to allow teams to move away from monolithic "ball of mud" systems, but the reality is that, in the vast majority of organizations, different projects and technologies will continue to be developed at different speeds.
How to handle the dependencies between these disparate systems with different iteration cycles? Consider the "canoncial problem" in this scenario: microservice A (releases daily) depends on a couple of additions to backend B (re...Nov. 27, 2015 01:00 AM EST Reads: 421 |
By Liz McMillan Growth hacking is common for startups to make unheard-of progress in building their business. Career Hacks can help Geek Girls and those who support them (yes, that's you too, Dad!) to excel in this typically male-dominated world.
Get ready to learn the facts:
Is there a bias against women in the tech / developer communities?
Why are women 50% of the workforce, but hold only 24% of the STEM or IT positions?
Some beginnings of what to do about it!
In her Day 2 Keynote at 17th Cloud Expo, Sandy Carter, IBM General Manager Cloud Ecosystem and Developers, and a Social Business Evangelist, wil...Nov. 27, 2015 01:00 AM EST Reads: 555 |
By Elizabeth White Apps and devices shouldn't stop working when there's limited or no network connectivity. Learn how to bring data stored in a cloud database to the edge of the network (and back again) whenever an Internet connection is available.
In his session at 17th Cloud Expo, Ben Perlmutter, a Sales Engineer with IBM Cloudant, demonstrated techniques for replicating cloud databases with devices in order to build offline-first mobile or Internet of Things (IoT) apps that can provide a better, faster user experience, both offline and online. The focus of this talk was on IBM Cloudant, Apache CouchDB, and ...Nov. 27, 2015 12:45 AM EST Reads: 393 |
By Elizabeth White Container technology is shaping the future of DevOps and it’s also changing the way organizations think about application development. With the rise of mobile applications in the enterprise, businesses are abandoning year-long development cycles and embracing technologies that enable rapid development and continuous deployment of apps.
In his session at DevOps Summit, Kurt Collins, Developer Evangelist at Built.io, examined how Docker has evolved into a highly effective tool for application delivery by allowing increasingly popular Mobile Backend-as-a-Service (mBaaS) platforms to quickly crea...Nov. 27, 2015 12:00 AM EST Reads: 334 |
By Chris Witeck I recently attended and was a speaker at the 4th International Internet of @ThingsExpo at the Santa Clara Convention Center. I also had the opportunity to attend this event last year and I wrote a blog from that show talking about how the “Enterprise Impact of IoT” was a key theme of last year’s show. I was curious to see if the same theme would still resonate 365 days later and what, if any, changes I would see in the content presented.Nov. 26, 2015 10:00 PM EST Reads: 397 |
By Liz McMillan Cloud computing delivers on-demand resources that provide businesses with flexibility and cost-savings. The challenge in moving workloads to the cloud has been the cost and complexity of ensuring the initial and ongoing security and regulatory (PCI, HIPAA, FFIEC) compliance across private and public clouds. Manual security compliance is slow, prone to human error, and represents over 50% of the cost of managing cloud applications. Determining how to automate cloud security compliance is critical to maintaining positive ROI. Raxak Protect is an automated security compliance SaaS platform and ma...Nov. 26, 2015 04:00 PM EST Reads: 384 |
By Carmen Gonzalez Internet of @ThingsExpo, taking place June 7-9, 2016 at Javits Center, New York City and Nov 1-3, 2016, at the Santa Clara Convention Center in Santa Clara, CA, is co-located with the 18th International @CloudExpo and will feature technical sessions from a rock star conference faculty and the leading industry players in the world and ThingsExpo New York Call for Papers is now open.Nov. 26, 2015 03:30 PM EST Reads: 526 |
By Carmen Gonzalez With major technology companies and startups seriously embracing IoT strategies, now is the perfect time to attend @ThingsExpo 2016 in New York and Silicon Valley. Learn what is going on, contribute to the discussions, and ensure that your enterprise is as "IoT-Ready" as it can be! Internet of @ThingsExpo, taking place Nov 3-5, 2015, at the Santa Clara Convention Center in Santa Clara, CA, is co-located with 17th Cloud Expo and will feature technical sessions from a rock star conference faculty and the leading industry players in the world. The Internet of Things (IoT) is the most profound cha...Nov. 26, 2015 03:15 PM EST Reads: 523 |
By AppDynamics Blog Nov. 26, 2015 02:15 PM EST Reads: 500 |
By Pat Romanski Today air travel is a minefield of delays, hassles and customer disappointment. Airlines struggle to revitalize the experience. GE and M2Mi will demonstrate practical examples of how IoT solutions are helping airlines bring back personalization, reduce trip time and improve reliability.
In their session at @ThingsExpo, Shyam Varan Nath, Principal Architect with GE, and Dr. Sarah Cooper, M2Mi’s VP Business Development and Engineering, explored the IoT cloud-based platform technologies driving this change including privacy controls, data transparency and integration of real time context with p...Nov. 26, 2015 01:00 PM EST Reads: 392 |
By Elizabeth White We all know that data growth is exploding and storage budgets are shrinking.
Instead of showing you charts on about how much data there is, in his General Session at 17th Cloud Expo, Scott Cleland, Senior Director of Product Marketing at HGST, showed how to capture all of your data in one place. After you have your data under control, you can then analyze it in one place, saving time and resources.Nov. 26, 2015 12:00 PM EST Reads: 152 |
By Elizabeth White The Internet of Things (IoT) is growing rapidly by extending current technologies, products and networks. By 2020, Cisco estimates there will be 50 billion connected devices. Gartner has forecast revenues of over $300 billion, just to IoT suppliers. Now is the time to figure out how you’ll make money – not just create innovative products.
With hundreds of new products and companies jumping into the IoT fray every month, there’s no shortage of innovation. Despite this, McKinsey/VisionMobile data shows "less than 10 percent of IoT developers are making enough to support a reasonably sized team....Nov. 26, 2015 11:00 AM EST Reads: 446 |
By Ian Khan Just over a week ago I received a long and loud sustained applause for a presentation I delivered at this year’s Cloud Expo in Santa Clara. I was extremely pleased with the turnout and had some very good conversations with many of the attendees. Over the next few days I had many more meaningful conversations and was not only happy with the results but also learned a few new things. Here is everything I learned in those three days distilled into three short points.Nov. 26, 2015 10:00 AM EST Reads: 292 |

Too often with compelling new technologies market participants become overly enamored with that attractiveness of the technology and neglect underlying business drivers. This tendency, what some call the “newest shiny object syndrome” is understandable given that virtually all of us are heavily engaged in technology. But it is also mistaken. Without concrete business cases driving its deployment, IoT, like many other technologies before it, will fade into obscurity.
With all the incredible momentum behind the Internet of Things (IoT) industry, it is easy to forget that not a single CEO wakes up and wonders if “my IoT is broken.” What they wonder is if they are making the right decisions to do all they can to increase revenue, decrease costs, and improve customer experience – effectively the same challenges they have always had in growing their business. The exciting thing about the IoT industry is now these decisions can be better, faster, and smarter. Now all corporate assets – people, objects, and spaces – can share information about themselves and thei...
The Internet of Things is clearly many things: data collection and analytics, wearables, Smart Grids and Smart Cities, the Industrial Internet, and more. Cool platforms like Arduino, Raspberry Pi, Intel's Galileo and Edison, and a diverse world of sensors are making the IoT a great toy box for developers in all these areas.
In this Power Panel at @ThingsExpo, moderated by Conference Chair Roger Strukhoff, panelists discussed what things are the most important, which will have the most profound effect on the world, and what should we expect to see over the next couple of years.
Discussions of cloud computing have evolved in recent years from a focus on specific types of cloud, to a world of hybrid cloud, and to a world dominated by the APIs that make today's multi-cloud environments and hybrid clouds possible.
In this Power Panel at 17th Cloud Expo, moderated by Conference Chair Roger Strukhoff, panelists addressed the importance of customers being able to use the specific technologies they need, through environments and ecosystems that expose their APIs to make true change and transformation possible.
PubNub has announced the release of BLOCKS, a set of customizable microservices that give developers a simple way to add code and deploy features for realtime apps.PubNub BLOCKS executes business logic directly on the data streaming through PubNub’s network without splitting it off to an intermediary server controlled by the customer. This revolutionary approach streamlines app development, reduces endpoint-to-endpoint latency, and allows apps to better leverage the enormous scalability of PubNub’s Data Stream Network.
The cloud. Like a comic book superhero, there seems to be no problem it can’t fix or cost it can’t slash. Yet making the transition is not always easy and production environments are still largely on premise. Taking some practical and sensible steps to reduce risk can also help provide a basis for a successful cloud transition.
A plethora of surveys from the likes of IDG and Gartner show that more than 70 percent of enterprises have deployed at least one or more cloud application or workload. Yet a closer inspection at the data reveals less than half of these cloud projects involve production...
Microservices are a very exciting architectural approach that many organizations are looking to as a way to accelerate innovation. Microservices promise to allow teams to move away from monolithic "ball of mud" systems, but the reality is that, in the vast majority of organizations, different projects and technologies will continue to be developed at different speeds.
How to handle the dependencies between these disparate systems with different iteration cycles? Consider the "canoncial problem" in this scenario: microservice A (releases daily) depends on a couple of additions to backend B (re...
Growth hacking is common for startups to make unheard-of progress in building their business. Career Hacks can help Geek Girls and those who support them (yes, that's you too, Dad!) to excel in this typically male-dominated world.
Get ready to learn the facts:
Is there a bias against women in the tech / developer communities?
Why are women 50% of the workforce, but hold only 24% of the STEM or IT positions?
Some beginnings of what to do about it!
In her Day 2 Keynote at 17th Cloud Expo, Sandy Carter, IBM General Manager Cloud Ecosystem and Developers, and a Social Business Evangelist, wil...
Apps and devices shouldn't stop working when there's limited or no network connectivity. Learn how to bring data stored in a cloud database to the edge of the network (and back again) whenever an Internet connection is available.
In his session at 17th Cloud Expo, Ben Perlmutter, a Sales Engineer with IBM Cloudant, demonstrated techniques for replicating cloud databases with devices in order to build offline-first mobile or Internet of Things (IoT) apps that can provide a better, faster user experience, both offline and online. The focus of this talk was on IBM Cloudant, Apache CouchDB, and ...
Container technology is shaping the future of DevOps and it’s also changing the way organizations think about application development. With the rise of mobile applications in the enterprise, businesses are abandoning year-long development cycles and embracing technologies that enable rapid development and continuous deployment of apps.
In his session at DevOps Summit, Kurt Collins, Developer Evangelist at Built.io, examined how Docker has evolved into a highly effective tool for application delivery by allowing increasingly popular Mobile Backend-as-a-Service (mBaaS) platforms to quickly crea...
I recently attended and was a speaker at the 4th International Internet of @ThingsExpo at the Santa Clara Convention Center. I also had the opportunity to attend this event last year and I wrote a blog from that show talking about how the “Enterprise Impact of IoT” was a key theme of last year’s show. I was curious to see if the same theme would still resonate 365 days later and what, if any, changes I would see in the content presented.
Cloud computing delivers on-demand resources that provide businesses with flexibility and cost-savings. The challenge in moving workloads to the cloud has been the cost and complexity of ensuring the initial and ongoing security and regulatory (PCI, HIPAA, FFIEC) compliance across private and public clouds. Manual security compliance is slow, prone to human error, and represents over 50% of the cost of managing cloud applications. Determining how to automate cloud security compliance is critical to maintaining positive ROI. Raxak Protect is an automated security compliance SaaS platform and ma...
Internet of @ThingsExpo, taking place June 7-9, 2016 at Javits Center, New York City and Nov 1-3, 2016, at the Santa Clara Convention Center in Santa Clara, CA, is co-located with the 18th International @CloudExpo and will feature technical sessions from a rock star conference faculty and the leading industry players in the world and ThingsExpo New York Call for Papers is now open.
With major technology companies and startups seriously embracing IoT strategies, now is the perfect time to attend @ThingsExpo 2016 in New York and Silicon Valley. Learn what is going on, contribute to the discussions, and ensure that your enterprise is as "IoT-Ready" as it can be! Internet of @ThingsExpo, taking place Nov 3-5, 2015, at the Santa Clara Convention Center in Santa Clara, CA, is co-located with 17th Cloud Expo and will feature technical sessions from a rock star conference faculty and the leading industry players in the world. The Internet of Things (IoT) is the most profound cha...
Today air travel is a minefield of delays, hassles and customer disappointment. Airlines struggle to revitalize the experience. GE and M2Mi will demonstrate practical examples of how IoT solutions are helping airlines bring back personalization, reduce trip time and improve reliability.
In their session at @ThingsExpo, Shyam Varan Nath, Principal Architect with GE, and Dr. Sarah Cooper, M2Mi’s VP Business Development and Engineering, explored the IoT cloud-based platform technologies driving this change including privacy controls, data transparency and integration of real time context with p...
We all know that data growth is exploding and storage budgets are shrinking.
Instead of showing you charts on about how much data there is, in his General Session at 17th Cloud Expo, Scott Cleland, Senior Director of Product Marketing at HGST, showed how to capture all of your data in one place. After you have your data under control, you can then analyze it in one place, saving time and resources.
The Internet of Things (IoT) is growing rapidly by extending current technologies, products and networks. By 2020, Cisco estimates there will be 50 billion connected devices. Gartner has forecast revenues of over $300 billion, just to IoT suppliers. Now is the time to figure out how you’ll make money – not just create innovative products.
With hundreds of new products and companies jumping into the IoT fray every month, there’s no shortage of innovation. Despite this, McKinsey/VisionMobile data shows "less than 10 percent of IoT developers are making enough to support a reasonably sized team....
Just over a week ago I received a long and loud sustained applause for a presentation I delivered at this year’s Cloud Expo in Santa Clara. I was extremely pleased with the turnout and had some very good conversations with many of the attendees. Over the next few days I had many more meaningful conversations and was not only happy with the results but also learned a few new things. Here is everything I learned in those three days distilled into three short points.
Wearable technology has come a long way since the calculator watch. In the past whenever I thought of the term “wearable technology” the first things I would like of were always calculator watches and pedometers, but boy have things changed! Even if you’re a skeptic, this blogger thinks that pretty much everyone will be using some type of wearable tech by 2020.
It seems like wearable technology is everywhere. Whether it is Google Glass, or the Samsung Galaxy Gear, there seems to be nothing that you can't tech out. There is Colour Change Couture, fabric that changes color when wet, The Progra...
In today's enterprise, digital transformation represents organizational change even more so than technology change, as customer preferences and behavior drive end-to-end transformation across lines of business as well as IT. To capitalize on the ubiquitous disruption driving this transformation, companies must be able to innovate at an increasingly rapid pace.
Traditional approaches for driving innovation are now woefully inadequate for keeping up with the breadth of disruption and change facing today's increasingly digital enterprise. It's time to rethink how we innovate, leveraging the very...
Earlier this year Forbes published an article titled “Why Do Managers Hate Agile?” The author, Steve Denning, builds a case for managers hating Agile due to “management” and “Agile” being defined as two different worlds. It’s like Men are From Mars and Women are from Venus, only we’re talking about the IT world and management and developers, instead of men and women. The article caught my attention for the obvious reason that CollabNet sells products and services to help support Agile development efforts, sparking the question, “Why would managers hate Agile?”
I recently spent the weekend up in the lakes region of New Hampshire, and made the rounds of all the various country stores and craft shops that are a staple of the area. In one shop, I noticed something I hadn’t seen in a long time: a large set of Russian nesting dolls. The quality, craftsmanship, and level of detail were impressive. As I removed the cover on the first intricately painted doll, nestled inside was the next, slightly smaller one, a duplicate of the outer doll, with all of the same detail on a slightly smaller scale. As I continued opening each successive doll, revealing the nex...
The IoT trend brings rise to a plethora of new and useful services that enrich our lives, simplify it, or save us time and money. To provide these kind of connected – and complex – services, software companies must have three different software teams (at least!) and they have to deliver the different, integrated, service components across different platforms and devices. In addition, software upgrades must be coordinated across all environments to ensure service continuity. Only an integrated DevOps platform can provide the traceability, visibility, shared control, and the ability to react qui...
It's been a busy time for tech's ongoing infatuation with containers. Amazon just announced EC2 Container Registry to simply container management. The new Azure container service taps into Microsoft's partnership with Docker and Mesosphere. You know when there's a standard for containers on the table there's money on the table, too.
Everyone is talking containers because they reduce a ton of development-related challenges and make it much easier to move across production and testing environments and clouds. Containers are the technology that, many believe, deliver on the long-promised port...
Spirent Communications advances the use of big data to provide improved user experiences for telecommunications operators.
Our next big-data case study discussion explores the ways that Spirent Communications advances the use of big data to provide improved user experiences for telecommunications operators.
We'll learn how advanced analytics that draws on multiple data sources provide Spirent’s telco customers’ rapid insights into their networks and operations. That insight, combined with analysis of user actions and behaviors, provides a "total picture" approach to telco services and us...


























