Artificial intelligence (AI)

The Z-Wave Alliance, a global membership organisation dedicated to the support and evangelism of the Z-Wave IoT standard, is hosting their annual Z-Wave Fall Summit on September 24-26, 2018 in Philadelphia, PA. Twice a year, the 700+ member consortium holds member summits in the U.S. and in Europe where attendees listen to and participate in a series of engaging panels, fireside chats, and workshops led by industry leaders and peers on smart home and IoT. The two-day event will take place at the Hilton Philadelphia City Avenue and commence with a keynote by Katelyn Mason of Google on The Future of the Intelligent Interactions, with insight into future products that will take advantage of ambient computing and contextual awareness. Throughout the Summit, attendees will gain valuable knowledge on market trends from thought leaders and analysts and hear about case studies and implementing Z-Wave in different IoT applications. Workshops for Z-Wave Alliance members Fall Summit attendees with technical roles have the opportunity to join the Developer’s Forum Technical Track designed to provide engineers with the most current technology and development knowledge. Technical Track highlights include a deep dive on the 700-series chipset with training on the new, long range, low power and future-proof hardware platform. Sessions include an overview of market trends panel with leading industry analysts, discussions on smart home, artificial intelligence and the insurance sector The Business and Marketing track will provide hands-on workshops for Z-Wave Alliance members and partners in attendance engaged in marketing or business roles within their group. Sessions include an overview of market trends panel with leading industry analysts, discussions on smart home, artificial intelligence and the insurance sector, a fireside chat with Wirecutter’s smart home editor Grant Clauser and case study discussions with Z-Wave members, including Evolve Controls’ use of Z-Wave and other technologies in hospitality. Discussions on future of IoT and AI “As the Z-Wave ecosystem expands beyond the smart home, Summit attendees can expect valuable market insights and lively discussions as we look at where IoT technologies and other emerging trends like voice control and AI are heading next year. The time is now to consider new strategies for businesses to stay ahead of channel trends and this event will give those professionals a head start,” commented Mitchell Klein, Z-Wave Alliance Executive Director. With 100 million Z-Wave devices on the market to date, Z-Wave continues to see growth in peripheral markets including hospitality, insurance, and energy. The semi-annual Z-Wave Summit is held in Europe in the Spring, and the United States in the Fall, to bring the global ecosystem of over 700 companies together, educate, and discuss the future of Z-Wave and the industries that matter to members and partners.

Axis Communications, Citilog and Genetec converge at ITS World Congress 2018 to showcase best-of-breed technology that is making roads safer, smarter and more sustainable Axis Communications, the market provider of network video technology, will be showcasing alongside Citilog and Genetec a best-of-breed traffic management solution to help ease congestion and identify traffic collisions in real-time at ITS World Congress 2018. The event, which takes place Copenhagen, is one of the most important in the transport industry, with major players presenting solutions that make our road networks and cities safer, smarter, and more sustainable. Utilising machine learning technology The combined traffic management system utilises Citilog’s Automatic Incident Detection solution, which can identify incidents in real-time utilising machine learning technology. The analytical software can recognise what is normal within a scene, so when an abnormal activity occurs, such as cars stopping suddenly or traffic coming to a standstill, an alert can be sent to the operator via unified mobility operations with Genetec Traffic Sense. Decisions can then be made in real-time to help manage an incident. This is made possible through Axis’ innovative range of network-connected cameras, which enable operators to review a scene in great detail. Daren Lang, Regional Manager, Business Development, Northern Europe at Axis Communications, states, “Our roads are getting busier, especially on motorways and in cities. As populations across Europe continue to rise, so too does the number of cars on our roads. This in turn leads to greater pollution, more accidents, and increased congestion on our networks. Identifying accidents, congestion, or illegally parked cars in real-time is crucial to help our transport systems run smoothly with less of an environmental impact, keeping road users safe and on the move.” One of the vital elements of this incident detection technology is the efficiency in detecting incidents and accidents quickly and reliably" Incident detection technology Axis, Citilog and Genetec are attending ITS World Congress 2018 between 17-21 September, Copenhagen. Eric Toffin, CEO at Citilog, states, “One of the vital elements of this incident detection technology is the efficiency in detecting incidents and accidents quickly and reliably, allowing traffic operators to manage incidents efficiently. An additional benefit is that you don’t have to deploy an entirely new infrastructure on a road network for this to work, which can be timely and extremely expensive. Instead, an existing video-surveillance infrastructure can be used with network cameras that support analytics on the edge. The technology can also be applied to a server-based system, so transport operators can breathe new life into and extend the lifespan of their existing technology.” Unifying video with traffic management Christian C. Lemire, Team Lead, Intelligent Mobility Practice at Genetec, states, “Historically, video operators have monitored a large number of screens looking for anomalies in traffic flow, meaning often incidents were missed. Unifying video with traffic management, and turning this video data into smart data, means transport operators can retrieve additional value from their existing infrastructures. It’s more cost-effective and intelligent, meaning a safer and smarter journey for the road user.”

I have been thinking a lot about the U.S. government’s ban on video surveillance technologies by Hikvision and Dahua. In general, I question the wisdom and logic of the ban and am frankly puzzled as to how it came to be. Allow me to elaborate. Chinese camera manufacturers Reality check: the government ban is based on concerns about the potential misuse of cameras, not actual misuse. Before the government ban, you occasionally heard about some government entities deciding not to use cameras manufactured by Chinese companies, although the reasons were mostly “in an abundance of caution.”  Even so, I find the targeting of two Chinese companies – three if you count Hytera Communications, a mobile radio manufacturer – in a huge government military spending bill to be a little puzzling. I can’t quite picture how these specific companies got on Congress’s radar. The government ban is based on concerns about the potential misuse of cameras, not actual misuse What level of lobbying or backroom dealing was involved in getting the ban introduced (by a Missouri congresswoman) into the House version of the bill? And after the ban was left out of the Senate version, was there a new wave of discussions to ensure it was included in the joint House-Senate version (with some minor changes, and who negotiated those?). It all seems a little random. Concerns for the U.S. Furthermore, the U.S. ban solves neither of the two main concerns that are generally used as its justification: Concern: Cybersecurity. The U.S. ban “solves” the issue of cybersecurity only if both of the following statements are true. No security system that uses a Hikvision or Dahua camera or other component is cybersecure. Any system that does not use a Hikvision or Dahua camera or other component is cybersecure. What level of lobbying or backroom dealing was involved in getting the ban introduced into the House version of the bill? The ban ignores the breadth and complexity of cybersecurity and instead offers up two companies as scapegoats. Our industry has sought to address cybersecurity, and the one principle that has guided that effort is that cybersecurity is an issue that must be addressed by manufacturers, consultants, integrators and end users – in effect, everyone in the industry. Cybersecurity does not begin and end with the manufacturer and banning any manufacturers from the market does not ensure better cybersecurity.  Concern: “Untrustworthy” Chinese companies. Hikvision and Dahua are only two Chinese companies. Any response to concerns about whether Chinese companies are trustworthy would need to cover many more companies that manufacture their products in China. Australian TV recently claimed that “all Chinese companies pose a risk. Because of Chinese laws, there is a requirement for companies to be engaged in espionage on behalf of the state.” Even if one embraces that extreme view, the logic fails when only two companies are targeted. One source told me that 60 to 65 percent of the global supply of commercial video cameras are manufactured in China, so it’s a much bigger issue than two companies.The Chinese government has much more effective ways of conducting espionage than exploiting security cameras And is U.S. security at risk unless or until it is cut off from more than half of the world’s supply of video cameras? Even Western camera companies manufacture some of their cameras and/or components in China. Why name only two (or three) companies, only one of which has ties to the Chinese government? If the goal of the U.S. ban was to address the possibility of cybersecurity and/or espionage by the Chinese government, shouldn’t there be other companies and product categories included? Clearly, video surveillance is not the only category that has the potential for abuse. The Chinese government has much more effective ways of conducting espionage than exploiting security cameras. Global response to U.S. ban And now that the U.S. ban has been passed, how is the ban being misused to justify a new level of alarm about Chinese companies? Australian television effortlessly made the leap from “software backdoors” to a concerted and organised effort by the Chinese government to use cameras to be the “number one country for espionage.” And it’s not just about government facilities: “Even on the street, [cameras] have the potential to inadvertently contribute toward Chinese espionage activity by providing real-time information about the situation on the ground,” says the Australian TV report. If all Chinese companies pose a risk, why is the U.S. government targeting specific companies rather than all Chinese companies? If all Chinese companies pose a risk, why is the U.S. government targeting specific companies rather than all Chinese companies, or at least those with electronics or computer products that could be used for espionage? What about the espionage potential of the 70% of mobile phones that are made in China? What about other consumer electronics such as PCs or smart TVs? How many government facilities that are eliminating Dahua and Hikvision cameras have employees who use iPhones or use other electronic equipment from China? Artificial intelligence & IP-over-coax Also, consider the impact of the ban on business. Hikvision and Dahua have had many successes in the video surveillance market, including in the U.S. market. They have added value to many integrators and end user customers. They have been on the forefront of important trends such as artificial intelligence and IP-over-coax. And, yes, they have made technologies available at lower prices.Cybersecurity issues have plagued several companies in the industry, not just Hikvision and Dahua Cybersecurity issues have plagued several companies in the industry, not just these two, and both Hikvision and Dahua have worked to fix past problems, and to raise awareness of cybersecurity concerns in general. Is a U.S. ban on two companies an appropriate response to a series of geo-political concerns that are much bigger than those two companies (and bigger than our entire market)? Should two companies take the brunt of the anti-Chinese backlash? Video surveillance cameras Is the video surveillance market as a whole better or worse for the presence of Hikvision and Dahua? Is it up to the U.S. government to make that call? In some ways, thoughts of Chinese espionage are a sign of these uncertain political times. Fear of video surveillance is perfectly congruent with long-standing anxieties about “Big Brother;” suspicion about China taking over our video cameras just rings true at a time when Russia is (supposedly) controlling our elections. But should two companies be targeted while broader concerns are shrugged off?

Cobalt Robotics, a manufacturer of intelligent security robots used to autonomously patrol indoor facilities, will unveil its new leak and spill detection sensing capabilities as part of the Global Security Exchange, one of the largest tradeshows and conferences to showcase the latest security technologies. At last year’s event, previously called the ASIS Annual Seminar and Exhibits, Cobalt Robotics was the recipient of the 2017 Judges Choice Award, the highest honor available as part of the ASIS Accolades Award program. The Judges Choice Award recognises the most innovative product of the year. Leak and spill detection sensing technology With its new leak and spill detection sensing technology, Cobalt robots can be programmed to detect a leak or spill within a predefined area With its new leak and spill detection sensing technology, Cobalt robots can be programmed to detect a leak or spill within a predefined area. Once detected, the security robot can then send the appropriate notification to a robot Specialist. Cobalt robots are equipped with powerful sensors, including day-night cameras, thermal sensors, motion sensors and badge readers, which helps it to detect anomalies and other risks that might not be detected by the human eye. “Security robots provide corporate security directors with a powerful tool that amplifies their resources and allows real-time alerts to the right security personnel about an event, such as an open door, a spill, or an unauthorised individual in the building after hours,” said Dr. Travis Deyle, CEO and co-founder of Cobalt Robotics. “Security professionals are finding that security robots are a valuable addition to their security toolbox, enabling them to integrate technologies and leverage the benefits of machine learning technology.” Security robots Cobalt Robotics was founded in 2016. Since then robots designed and developed by the technology start-up have been deployed by several well-known companies, including Yelp, Credit Karma and Slack. The company has also raised $16.5 million in venture capital funding through partners such as Sequoia Capital, Bloomberg Beta, Storm Ventures and Founders Fund. GSX will be held at the Las Vegas Convention Center from Sept. 24-27th in Las Vegas. More than 20,000 security professionals, which includes corporate security directors from Fortune 500 companies, universities, healthcare facilities, and financial institutions from around the globe, are expected to attend the event. Cobalt Robotics will be exhibiting at GSX at booth 353 and be featured in the D3 Xperience – Drones, Droids, Defense located at Booth 5602.

As an innovator in airport security, Oakland International Airport (OAK) announced that it has installed the Evolv Edge, a physical threat detection and prevention system powered by artificial intelligence, to streamline its employee screening program. This installation enhances OAK’s security posture by protecting against metallic and non-metallic threats while simultaneously improving operational efficiency. Physical threat detection system OAK is committed to applying advanced, innovative solutions to complex security operations OAK is committed to applying advanced, innovative solutions to complex security operations. The TSA acknowledged this commitment by selecting OAK as a TSA Innovation Site, a prestigious distinction that promotes improved efficiency and allows the airport to try technologies to benefit its growing passenger and employee base. As the second busiest airport in northern California, passenger travel at OAK is on pace to surpass the 13.2 million travelers that passed through the airport last year. To accommodate this growth, more and more employees are being hired to work at OAK. Therefore, OAK began researching innovative solutions related to employee inspection methods and equipment. Evolv Edge provides OAK with the ability to screen employees for metallic and non-metallic threats with a fast, non-invasive process. Designed with built-in wheels for portability, OAK can easily move the system throughout the airport allowing maximum efficiency for its employee inspection program. Non-invasive employee screening With Edge, organisations, such as OAK, can adapt a risk-based security approach while balancing security with positive experience With this installation, OAK continues to be at the forefront of security through its use of modern technologies to combat today’s evolving threat landscape. By replacing traditional physical screenings with Evolv Edge’s precision, mobility and multi-threat detection capabilities, OAK can control access and respond to different threat scenarios quickly and efficiently. With Edge, organisations, such as OAK, can adapt a risk-based security approach while balancing security with positive experience. “With today’s threat landscape, the security perimeter has expanded beyond traditional checkpoints,” said Mike Ellenbogen, CEO of Evolv Technology and a 20-year veteran in aviation security. “Evolv Edge’s flexibility and portability provides Oakland International Airport with an added layer of security when it comes to employee screening. Oakland International Airport is always at the forefront of innovation, and we will continue working closely with their team to ensure success and safety.”

It was over a century ago that Charlotte Hungerford Hospital (CHH) was founded, as a gift by industrialist Uri T. Hungerford. The vision was to create a community hospital that would serve as a beacon of hope and a place of comfort for the ill and injured. 100 years later, that same community spirit has helped CHH evolve into a vibrant, independent, affordable healthcare network that delivers a comprehensive range of healthcare programs and services for over 100,000 lives in Northwestern Connecticut. A challenging safety diagnosis Avigilon has made us more efficient as we don’t have to spend much time sifting through large amounts of video” Charlotte Hungerford Hospital prides itself on supporting patient and staff safety in all hospital areas and locations. Several years ago, they found themselves with an outdated security system that lacked quality video coverage and recording capabilities. CHH struggled with reliable video playback and faced frequent system crashes. As a result, the hospital’s security operators were often unable to provide accurate evidence during forensic investigations and many liability claims and hospital incidents went unresolved. CHH needed a cost-effective, comprehensive security solution that could protect patients and staff across multiple locations while still being flexible enough to scale with the hospital’s growing needs.  Avigilon AI & Analytics technology With a desire to improve its legacy surveillance system, CHH looked to Avigilon’s advanced artificial intelligence (AI) technology and video analytics to meet their security needs. CHH began a multi-phase upgrade that included installing over 100 Avigilon cameras with self-learning video analytics, deploying AI-based Avigilon Appearance Search technology and using impulse radar technology with the Avigilon Presence Detector (APD) Sensor. Avigilon Appearance Search technology – a sophisticated deep learning AI search engine – helps CHH quickly locate a specific person or vehicle of interest across all cameras both inside the hospital and care centers as well as outside parking lots. This technology provides CHH’s operators with enhanced situational awareness, enabling fast event response and helping to save time and effort during critical investigations. To protect areas of the hospital where cameras cannot be installed, CHH installed the Avigilon Presence Detector (APD), a discreet impulse radar device with self-learning radar analytics that scans, learns, and continuously adapts to its environment. Avigilon Presence Detector sensors Our Security Department’s mission at Charlotte Hungerford Hospital is the safety of our patients, visitors, and employees” Capable of detecting persons who aren’t moving or are hidden, the APD sensors help improve situational awareness for CHH staff, and are used in areas where cameras are not permitted, such as restrooms or change rooms. When integrated with Avigilon Control Center (ACC) video management software, APD sensors alert CHH operators of human presence while still maintaining privacy. Avigilon H4 cameras were used throughout the hospital to provide exceptional image quality and built-in self-learning video analytics, which provides accurate detection and notification of movement of people and vehicles. CHH also deployed HD Multi-sensor cameras which provide up to four camera views per camera installation, using only one camera license and network drop. This allows CHH’s staff to efficiently cover all angles in order to detect, verify, and act on potential security events across the hospital’s premises. Avigilon H4 and HD multi-sensor cameras At the core of CHH is a desire to help the community and still serve as the beacon of compassion it was founded to be 100 years ago. With these values in mind, the hospital’s mission when it comes to security is the safety of patients, visitors, and employees. Avigilon’s AI solutions have helped achieve this by moving the CHH system from legacy to advanced and providing effective monitoring around the clock while also helping to create operational efficiencies. Since deploying ACC software, CHH’s operators spend significantly less time reviewing recorded video, allowing them to focus on proactive event response. Working with Avigilon, Charlotte Hungerford Hospital has a roadmap for continued growth and exceptional patient safety.

Founded in 1871, Fulton County School System is the fourth largest school district in Georgia, United States. It consists of 101 schools and administrative support buildings, including 67 elementary schools, 19 middle schools, 17 high schools and eight charter organisations. Fulton’s mission is to provide a safe and secure environment for its more than 96,000 students and more than 12,000 full-time employees. To help enhance safety Search Technology at more than 100 schools, Fulton has installed a full Avigilon surveillance solution that includes Avigilon cameras with self-learning video analytics, Avigilon network video recorders, and Avigilon Control Center (ACC) video management software with Avigilon Appearance Search technology. Fulton is also deploying Avigilon Access Control Manager to secure physical access points, providing an integrated security solution for the district. Fulton sought to replace analogue cameras with an end-to-end high definition surveillance system camera system in order to maximise protection Simplifying recording and capturing of footage Fulton sought to replace analogue cameras with an end-to-end high definition surveillance system camera system in order to maximise protection, enable proactive event response, and facilitate the recording, capturing and sharing of clear footage with its school board, police and the concerned public. Securing more than 100 buildings is no easy feat, but it’s of utmost importance to the Department of Safety and Security at Fulton, which also includes the School Police and Student Health Services and Emergency. Upgrading video surveillance system With recent data showing above average student incident rates and student disciplinary concerns at some schools, upgrades to the surveillance system were needed to allow better local and remote monitoring in important areas. “One of the biggest security challenges we face is our ability to reliably monitor important areas throughout our schools, especially during an emergency. With Avigilon, we not only benefit from exceptional image quality, but their advanced video analytics, like Avigilon Appearance Search technology, save us valuable time and effort, ultimately making our schools a safer place.” - Paul Hildreth, Emergency Operations, Safety and Security, Fulton County School System. Avigilon high-definition cameras with self-learning video analytics and access control solutions have been installed in 101 schools Appearance Search Technology Avigilon high-definition cameras with self-learning video analytics and access control solutions have been installed in 101 schools. ACC 6 video management software with Avigilon Appearance Search technology is a particularly exciting new development for the district. “We chose Avigilon because of the capabilities it offers in its advanced video analytics search technologies, including Avigilon Appearance Search,” said Paul Hildreth, Emergency Operations, Safety and Security for Fulton. “Their analytics are easy to set up and use, and can save us valuable time and effort, ultimately making our schools a safer place for generations to come.” Video data analysis Avigilon Appearance Search video analytics technology uses a sophisticated deep learning artificial intelligence search engine to sort through hours of footage with ease. This technology allows Fulton’s operators to click on a button and search for all instances of a person or vehicle across all cameras on a site, quickly and efficiently. This can save Fulton time and effort during critical investigations as Avigilon Appearance Search technology intelligently analyses video data, helping to track a person’s or vehicle’s route and identify previous and last-known locations. Avigilon self-learning video analytics enable proactive, real-time event response. Built from the ground up to manage high-definition video, Avigilon offers self-learning analytics on camera resolutions of up to 5K (16 MP). Avigilon Multisensor cameras were also set up to capture challenging angles and provide total coverage within a 180 to 360-degree area Avigilon H4 Platform Avigilon H4 bullet and dome cameras from the new H4 platform were installed, offering self-learning video analytics, greater resolution performance and Wide Dynamic Range support. Avigilon H4 cameras are available in 1 to 5 MP and 4K Ultra HD (8 MP) resolutions. Avigilon Multisensor cameras were also set up to capture challenging angles and provide total coverage within a 180 to 360-degree area. Upgrading the district’s surveillance solutions began three years ago with a single high school as a pilot program. The success of this replacement led the district to integrate ACC in other school projects and, in 2014, Fulton opened new administrative centres with both Avigilon access control and video surveillance solutions. At the start of 2017, Fulton began implementing a three-year approach to completing the upgrade. Image quality and resolution Before switching to the Avigilon solution, the district was challenged with low system reliability, which resulted in not having video evidence when needed. Furthermore, in situations where there was recorded footage, it was not of high enough quality to provide value. With the installation of Avigilon video surveillance, Fulton has benefited from exceptional image quality and resolution across wide areas in all lighting conditions. The ongoing Avigilon implementation will provide the district with crucial and powerful insights that can help save time and effort during critical investigations. With the help of Avigilon trusted security solutions, the future looks bright for Fulton County Schools.

Pulse Secure, a provider of Secure Access solutions to both enterprises and service providers, has announced that Entegrus has successfully deployed Pulse Policy Secure advanced network access control (NAC), to strengthen overall visibility and access security across their hybrid IT infrastructure. Entegrus, a Canadian energy company, leveraged their existing Pulse Secure virtual private network (VPN) implementation to expedite NAC deployment and fortify their infrastructure in accordance with National Institute of Standards and Technology (NIST) and North American Electric Reliability Corporation (NERC) guidelines. As a result, their security organisation extended visibility for remote and on-premise users and devices, as well as enhanced endpoint compliance and Internet of Things (IoT) risk mitigation. We have increased our security posture, and for the most part, there has been zero impact on our end users" Pulse Secure-Entegrus collaboration Entegrus serves over 58,000 customers throughout Ontario. They bring electricity, renewable energy and water across three large regions, with a workforce spread out over 2,300 square miles. Entegrus’ objective is to provide safe, reliable and cost-effective provision of energy and related billing services, while providing high levels of service to its customers, partners and the communities it serves. IT security plays a critical role in protecting their delivery of energy and data services.  “The threat landscape is constantly evolving, forcing us to always consider how we can go one step further. With a widely distributed IT infrastructure, we considered NAC as an effective way to improve our security posture without dramatically altering how we operate,” said Dave Cullen, manager of information systems for Entegrus. “We have a long-standing relationship with Pulse Secure. The level of integration between Pulse Secure secure sockets layer (SSL) and NAC, as well as the extended feature set, made it a straightforward choice for us. Perhaps, the two most important things are that we have increased our security posture, and for the most part, there has been zero impact on our end users.”  Active control with seamless network access Ensuring always active control while maintaining flexible, seamless access to network and application resources is an essential requirement for utility providers. Within such highly regulated industries, best practices dictate a constant cycle of security readiness review and improvement to meet an increasingly potent threat posed by cyber threat actors. NAC provides foundational endpoint intelligence, resource access enforcement and IoT defences that support industry and regulatory compliance guidelines. These compliance requisites apply to both regional and large national critical infrastructure providers.  For stretched IT departments, Pulse Secure’s Secure Access solutions are designed to streamline deployment and on-going administration using an easy, integrated, policy-driven platform that works with a customer’s existing installed base and network infrastructure. In addition, Pulse Secure’s VPN solution utilises the same endpoint client, policy engine and appliance management as the NAC solution. Entegrus took advantage of this platform capability to rapidly implement NAC. As a result, they gained dynamic intelligence, unified policy management, automated enforcement and threat response through a single management console. We needed to make sure our secure access technologies could adapt to new regulatory requirements and new business needs" Secure access solutions Cullen highlights numerous benefits, including a simplified method of managing complex policies and user access rights, as well as an enforceable method of checking end-point devices to ensure that only properly patched operating systems can connect to the network. Another advantage of Pulse Policy Secure was evident after Entegrus recently merged with London, Ontario-based St. Thomas Energy. “We needed to make sure our secure access technologies could adapt to new regulatory requirements and new business needs, as the recent merger added new, unqualified infrastructure and grew our customer base by around a third, which also led to the hiring of 28 new staff members,” Cullen added.

We are living in the age of Big Data, and businesses are inundated with large volumes of data every day. Success depends on capturing, analysing and ultimately transforming that data into information and intelligence that can be used to improve the business. So, it is with today's physical access control and video systems, too, which also generate unprecedented levels of data. But how can we make the data useful to end users and how can they realise its full value? We asked this week's Expert Panel Roundtable: Relating to physical security systems, what is the value of data and how can that value be measured?

The beginning of the school year and upcoming seasonal changes remind us that demand for security systems, like almost everything else, is seasonal to some extent. Making improvements to educational facilities during the summer months – including installation of security systems – is the most obvious example of seasonal demand, but there are others. We asked this week’s Expert Panel Roundtable: Which vertical markets for security are impacted by seasonal changes in demand?

By definition, an edge device is an entry point to a network. In the physical security industry, edge devices are the cameras, sensors, access controllers, readers and other equipment that provide information to the IP networks that drive today’s systems. In the Internet of Things (IoT), edge computing refers to an increasing role of edge devices to process data where it is created instead of sending it across a network to a data center or the cloud. In our market, edge computing takes the form of smarter video cameras and other devices that store and/or process data locally. We asked this week’s Expert Panel Roundtable: What’s new “on the edge” of security and video surveillance systems?