Big Data is an all-encompassing term used to describe the collection of large and complex data sets. As Kirk Marko of Forbes notes, the rapid advent of the Internet of Things (IoT) means our data supply – both as individuals and businesses – will be shifting into overdrive.
Search Results for: IoT
Making sense of Big Data in the age of the IoT
Big Data is an all-encompassing term used to describe the collection of large and complex data sets. As Kirk Marko of Forbes notes, the rapid advent of the Internet of Things (IoT) means our data supply – both as individuals and businesses – will be shifting into overdrive.
“Data collection and connectedness [are being] added to all manner of objects, whether home thermostats, industrial equipment, or even livestock,” he explained. “Yet, the plethora of data raises the serious issue of how best to actually use it for informed, optimized business decisions.”
Indeed, the IoT is generating voluminous amounts of unstructured data, making advanced analytics absolutely critical to understanding a dynamic and intricately complex Internet of Things.
“A key enabler of the IoT is the emergence of Big Data technologies for analytics that enable enterprises to glean insights from significantly larger data sets at less than 1/10th of the cost of traditional database technology,” Goldman Sachs researchers wrote in a detailed analysis recently published by the firm.
“As the amount of data collected by connected devices swells, we expect increased investment in analytical platforms and visualization technologies that will allow business managers to make sense of the information and react to it.”
According to Rambus Fellow and futurist Rich Page, the industry must formulate an integrative strategy to expedite the coherent analysis of Big Data.
“The current approach to Big Data will likely undergo a salient shift to meet the evolving needs of IoT devices such as wearables,” Page told Rambus Press. “Achieving an accelerated, contextual response – rather than stitching together a disparate series of reactions – should be the primary goal. “
For example, says Page, wearable devices are already capable of sending basic medical data to a physician who can then offer a diagnosis, generate an appropriate prescription and schedule a follow-up appointment.
“However convenient and advanced this technology appears, Big Data in the age of the IoT is clearly capable of more. Let’s imagine the following scenario: someone has been remotely diagnosed with minor back strain by the doctor via a mobile app,” he continued.
“Upon receiving an alert, a smart, connected car can be instructed to automatically adjust the seat appropriately to make the ride home more comfortable for the individual. Perhaps the strained back reacts badly to extreme heat or cold, prompting the individual’s smart-home thermostat to set the temperature appropriately in anticipation of his or her arrival. A fully-equipped smart house would also be capable of running a hot bath, warming up a massage chair and moving relevant medications to the front of the refrigerator or medicine cabinet.”
Perhaps most importantly, emphasizes Page, vital data gleaned from wearables could be utilized in the near future to help users detect, prevent and treat developing medical issues before they become chronic.
“Complex data sets generated by wearables and monitoring devices would likely feature a broad spectrum of real time patient data including temperature, heart rate, sweat and oxygen levels, blood sugar levels and even sleep quality,” he explained.
It should be noted that David-Michel Davies, executive director, The Webby Awards and Co-Founder of Internet Week, expressed similar sentiments in a recent Pew IoT report.
“When these technologies are not constrained to your smart phone, but part of a powerful biometric monitoring program that keeps track of your vital signs every second of the day and is accessible to you, your personal medical community and sophisticated computational power and software that can not only help you view the information and understand it, but also compare it to vast sets of other data so that it becomes not just an indicator of health or sickness, but even predictive.”
With the Internet of Things evolving at a steady cadence, the vast amount of data being collected and moved across networks will continue to push the performance of the communication infrastructure well into the future. As we’ve previously discussed on Rambus Press, it is therefore essential to address the key needs for storing and transporting data in mobile clients and datacenters with low-power, high-performance memory and serial link interfaces.
“In addition to wearables, petabytes of information are continuously generated by a wide range of devices and platforms,” added Page. “This never-ending flow of data requires a corresponding increase in bandwidth capacity, as well as hardware-based solutions that offer a solid foundation upon which secure software and services can be designed and built.”
Outlook 2015: Securing the IoT starts at the core
Ensuring the secure transfer of IoT data is a critical industry priority, as billions of devices will be connected wirelessly to the Internet of Things by 2020. Indeed, a wide range of connected devices and platforms are already generating and moving exabytes (10^18) of sensitive information along the IoT’s expansive digital autobahns. – See more at: https://www.newelectronics.co.uk/electronics-magazine/supplements/outlook/outlook-2015-securing-the-iot-starts-at-the-core/65782/#sthash.JhElfLl3.dpuf
Understanding the IoT’s evolving requirements
A new report published by Beecham Research confirms that a successful attack against cyber-physical systems connected to the Internet of Things (IoT) has the potential to cause significant damage to individuals, businesses and national critical infrastructure.
“While we may have some visibility of potential attacks over a few months, we need to protect IoT devices in the field for 10 years or longer,” explained Professor Jon Howes, one of the authors of the report and Technology Director at Beecham Research.
Understanding the IoT’s evolving requirements
A new report published by Beecham Research confirms that a successful attack against cyber-physical systems connected to the Internet of Things (IoT) has the potential to cause significant damage to individuals, businesses and national critical infrastructure.
“While we may have some visibility of potential attacks over a few months, we need to protect IoT devices in the field for 10 years or longer,” explained Professor Jon Howes, one of the authors of the report and Technology Director at Beecham Research.

“Devices must be securely managed over their entire lifecycle, to be reset if needed and to enable remote remediation to rebuild and extend security capabilities over time.”
According to Howes, the answer to these security challenges lies at the architectural level for both device and systems – stretching from semiconductors to network operators and systems integrators. This approach, he says, illustrates the need for common security objectives across the industry, as well as interoperability within broad systems.
“The attack surface of an Internet of Things system may be substantially larger than traditional PCs, as the complexity of ensuring multiple vendors’ systems working together will lead to a greater probability of exploits being available,” Howes continued.
“We have all become familiar with computer malware but the impact of equivalent IoT attacks could be to turn off a heating system in the middle of winter or take control of other critical IoT systems, which could be potentially life threatening.”
Rambus Fellow and futurist Rich Page concurs with Howes’ assessment.
“Ensuring the security of the rapidly emerging IoT is undeniably complex. This is why the current design approach to connected devices is undergoing a paradigm shift, with security being treated as a first design goal, rather than a tertiary priority,” Page told Rambus Press during a recent interview in Sunnyvale.
“It is also important to understand that cyber criminals may be motivated to compromise IoT systems for a wide variety of reasons, including fame, financial gain (theft/blackmail), the desire to cause temporary trouble (criminal mischief), or an ideological intent to inflict permanent damage (terrorism).”

For example, says Page, an attacker intent on criminal mischief may be content with simply hijacking Bluetooth-enabled deadbolt locks for kicks.
“Seizing control of deadbolts could be used to lock people out of their homes or open doors, leaving residents vulnerable to theft. It is not all that difficult to imagine the risks associated with IoT deadbolt locks managed by cloud-based servers. Similarly, hacking into a celebrity’s smartwatch and stealing workout data would be somewhat embarrassing for the victim, although the act isn’t likely to lead to injury or death,” he said.
“In contrast, disrupting a smart grid, an act that affects millions, if not tens of millions, would almost certainly be far more dangerous with immediate effects. It is a definite possibility that successful cyber attacks could very well leave us just 9 meals from anarchy. Of course, there are also seasonal variables to consider. Imagine Las Vegas in the summertime without air conditioning, or downed power plants in Boston during wintertime. To be sure, a series of documented digital intrusions over the past 15 years indicate the electric grid and related industrial controls remain vulnerable.”
As Page points out, various analysts and journalists have also voiced concern over the security of IoT-connected cars in recent months.
“The auto industry seems to be making rapid progress with self-driving vehicles. In general, this should be perceived as a positive development, although security protocols and standards will have to be ironed out before fleets of autonomous cars and trucks hit the road en masse,” he noted.
“Adopting a hardware-first approach to security – specifically on the SoC level – is a critical element of protecting all embedded technology – whether for wearables, smartphones, tablets or vehicles. Remember, a software-centric security strategy for vehicles, as well as other IoT platforms and devices, will inevitably require frequent updates. However, it is likely that most companies, automotive or otherwise, will stop pushing out new patches after a decade or so.”
Haydn Povey, Technical Associate and former Director of Secure Products at ARM expressed similar sentiments in the abstract introducing Beecham’s IoT security report.
“While many technologies such as advanced cryptography are being introduced in current IoT devices, governments around the world are concerned about the acceleration of IoT and agree that there is significantly more work needed to meet the demands of future threats as outlined in the ‘20 Critical Security Controls,’ originally developed by the Council for Cybersecurity for mainstream IT security,” Povey added.
“There is an urgent need to deliver cost effective solutions that enable robust security but also to retain the flexibility to deliver real benefits in the face of expected threats. This requires well-architected and interoperable frameworks across vendors and technologies, integrated at an IP and silicon level to enable the evolution of security services the whole industry can leverage.”
In a broader sense, says Page, security serves as the very foundation of a dynamic IoT, effectively facilitating the safe transfer of immense amounts of data across global networks.
“As the era of The Internet of Things evolves, the data being generated and moved across networks will continue to push the performance of the communication infrastructure well into the future,” he explained. “It is therefore essential to address the key needs for storing and transporting data in mobile clients and datacenters with low-power, high-performance memory and serial link interfaces.”

Indeed, datacenter power challenges arise from the sheer scale of aggregating tens of thousands of servers into a single facility. Moving data from one place to another – whether across a chip, between chips in the same system, or longer distances between servers and racks of servers – consumes a significant amount of the power budget in datacenter systems.
According to Page, reducing power consumption and improving data bandwidth rates is just as critical to meet the demands of next-gen mobile devices and wearables, the latter of which is increasingly being used for tasks such as health monitoring, augmented reality and video/image capture.
“Petabytes of data are continuously generated from a wide range of devices and platforms, including PCs, servers, smartphones, tablets, smart grids, connected cars, Maker boards, thermostats, intelligent appliances and wearables,” he concluded. “This never-ending flow of information requires a corresponding increase in bandwidth capacity, as well as hardware-based solutions that offer a solid foundation upon which secure software and services can be designed and built.”
Securing and moving a dynamic IoT
Rambus Fellow and futurist Rich Page is perhaps best known as one of the leading engineering architects responsible for the development of early MacIntosh systems. Page was also a co-founder of NeXT Computers with Steve Jobs, where he led the design of the famed NeXT Cube, NeXTstation and Turbo NeXTstation. After NeXT, Page was president of Sierra Research and Technology, where he led state-of-the-art designs for the networking space, shipping 622-Mbps ATM, 10/100-Mbps Ethernet and Gigabit Ethernet designs.


