Recently I had an opportunity to sit down with the talented data scientists from Cisco’s Threat Research, Analysis, and Communications (TRAC) team to discuss Big Data security challenges, tools and methodologies. The following is part one of five in this series where Jisheng Wang, John Conley, and Preetham Raghunanda share how TRAC is tackling Big Data.
Given the hype surrounding “Big Data,” what does that term actually mean?
John: First of all, because of overuse, the “Big Data” term has become almost meaningless. For us and for SIO (Security Intelligence and Operations) it means a combination of infrastructure, tools, and data sources all coming together to make it possible to have unified repositories of data that can address problems that we never thought we could solve before. It really means taking advantage of new technologies, tools, and new ways of thinking about problems.
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Tags: analytics, API, Big Data, Cisco, database, Hadoop, HDFS, innovation, Intelligence, java, mapreduce, NoSQL, operations, security, Shark, Spark, SQL, telemetry, TRAC, TRAC Big Data Analysis
On a typical day, we leave a vast trail of data in our wake. Our browsing histories, online preferences, shopping habits, work decisions, social interactions—all are rendered in binary code, prompting a complex interaction of requests, responses, affirmations, and denials.
And that’s just from our laptops and smartphones.
What about when the Internet of Everything — with its explosion in connectivity from 10 billion “things” today to 50 billion in 2020 — truly shifts into overdrive? At that point, our clothing, our houses, our cars, our lawns, and our refrigerators may be generating ever-larger torrents of data — all about us.
This upsurge in personal Big Data has big implications. Indeed, each person’s emerging digital persona will go a long way toward defining their place in the world. Furthermore, all of that data already has great intrinsic value to Internet giants, retailers, financial services companies, and many others. If we manage it right — in what I see as a burgeoning Marketplace of Me — some of that value may come right back to us.
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Tags: Big Data, Cisco, Cisco Consulting Services, innovation, Internet of Everything, IoE, IoE Value Index, IoT, privacy, security, value at stake
What if you had a “virtual doctor” who was available at any time—24x7—to give you a quick checkup, dispense friendly health advice, and even alert you to possible health problems before they become serious? What if your parents or grandparents got a gentle daily reminder to take their medication, so they would never have to worry about missing a dose? What if you could walk into any emergency room in the country and receive exactly the care you need because the hospital has instant access to all your medical records? While much of this may seem futuristic, it will become reality in a future not that far away.
Big Data and analytics are transforming healthcare as we know it. Let me share a few examples:
1. Patient care
Many healthcare providers are stretched to capacity, and can’t always follow up with patients to see how they’re doing and make sure they are following medical advice. Today, we are beginning to see pills with tiny ingestible sensors that send a message to your doctor or to a loved one to confirm that you have taken the pill—giving peace of mind to worried children of elderly parents, or anyone who needs to take medication at a specified time. In the future, these sensors will likely also be able to report whether the medicine results in the right impact, and to suggest a change of dose or even a different medication, if that is appropriate.
A high-risk pregnancy is a constant source of worry for many women. In the near future, small electronic “tattoos” will provide nonstop fetal monitoring through a sticker worn right on the skin. Wireless communications capabilities will send vital signs directly to the cloud, where Big Data and analytics capabilities can evaluate the information and send appropriate alerts to the mother and her doctor.
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Tags: analytics, Big Data, Cisco, electronic medical records, healthcare, Internet of Everything, Quantified Self, sensors
#Ciscosmt November 21st Twitter Chat
Thank you to everyone that participated in the Let’s Chat! #Ciscosmt Series 2014 Digital and Social Media Trends Twitter chat. What a lively discussion and a special thanks to our guest Molly McHugh (@iammollymchugh), Web and Social Section Editor at @DigitalTrends. She really helped outline trends we should watch out for in several key areas from the way we use social media channels to impact of big data.
Check out this transcript and let us know your viewpoints for 2014 digital and social media trends! And stay tuned for more 2014 #Ciscosmt activity details by following the Cisco Digital and Social blog and the #Ciscosmt hashtag!
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Tags: 2014, Big Data, Cisco, ciscosmt, content marketing, digital, education, Executive, information-sharing, learning, Listening, measurement, mentoring, mobile, social, social learning, social media, social media strategies, social networking, training, trends
Futurists have long envisioned a world where fabulous innovations transform our lives in mind-boggling ways. And while some of their ideas may remain far-fetched, the most exciting thing about their future is that so much of it is already here, today (flying cars notwithstanding).
Indeed, we are living in an age of unprecedented technological transformation, one that stands to eclipse even the first Internet boom. This next wave of change is being driven by a massive upsurge in connectivity, from 10 billion connected things today to 50 billion in 2020. The world may seem connected. But only 1 percent of the objects around you are endowed with smart connectivity. That is changing fast. Your car, your refrigerator, your parking space, the bridge you drive over, the shelves at the local retailer, and the supply chain that feeds them — all of these “dark assets” are being “lit up” with smart connectivity, altering our lives in profound ways.
Cisco calls this the Internet of Everything (IoE). We define IoE as the intelligent connection of people, process, data, and things. And, of course, the “people” element is paramount, since the whole point of technology is to create a better life experience for everyone.
At Cisco, we estimate the Value at Stake from this transformation to be $14.4 trillion for the private sector alone over the next 10 years, which represents an opportunity to increase global aggregate corporate profits by about 21 percent.
Cisco’s projections are based on deep research and analysis into potential use cases. But we are not the only ones sensing the potential impact of this game-changing, global transformation.
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Tags: Big Data, Cisco, Cisco Consulting Services, connectivity, innovation, Internet of Everything, internet of things, IoE, IoE Value Index, IoT, Quantified Self, value at stake