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
Dreamhack Winter 2013 in the small city of Jonkoping in central Sweden claims to be the world’s largest digital event. I was skeptical at first, but when I arrived for the event, I was completely amazed at the scale of things in this tiny part of the world where its only bright for 5 or 6 hours during day this time of the year.
Of course, the amount of daylight didn’t impact one bit the large numbers of people streaming into the event venue well before opening time on Thursday afternoon.
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Tags: analytics, Connected, connected mobile experiences, connectivity, Dreamhack, innovation, internet, jonkoping, location, location analytics, location based services, Millennial, mobile, mobility, network, platform, telia, wi-fi, wi-fi location, wifi, wireless
When was the last time you looked at your mobile device? Minutes ago? Seconds ago? We can’t seem to live without them, and in the consumer space, new mobile services are popping up it seems faster than your Twitter feed can handle. Below are mobile consumer services trends from the latest VNI Service Adoption Forecast (2012 – 2017) – you can see Mobile SMS, Mobile Commerce, Mobile Video, and Mobile Social Networking are on the rise, as is the number of devices per consumer.
Many organizations are looking for ways to leverage this upward trend in mobility and innovative mobile services for business benefit – whether it be for increasing customer satisfaction and communicating how the general population wants to receive communication, or offering Wi-Fi so users are able to consume the mobile services they want.
Cisco has made a big investment in mobile location-based services (LBS) over the past year with the introduction of the Connected Mobile Experiences (CMX) solution. CMX enables mobile users to adopt new innovative mobile services with an added benefit of relevance. Businesses can conduct mobile commerce, send texts, extend mobile video, or integrate mobile services with social media now based on the user’s location. Read More »
Tags: application, architectural approach, consumer, customer satisfaction, devices, ecommerce, innovation, innovative, lbs, line-of-business, location, location based services, location-based, mobile, mobile device, mobile LBS, mobile service, mobility, network, onboarding, Smart phone, social networking, trend, user experience, video, vni, wi-fi, wifi, wireless
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