The data storage behind smart and safe cities 

Date:

July 3,2024.

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Whilst technological breakthroughs and the adoption of digital technologies have brought a new era of progress, it can sometimes be hard for the untrained eye to recognise cutting-edge innovations in every-day life. However, smart cities are a key field where new technologies, such as smart video, directly and visibly, raise living standards.

Smart cities use information and communication technologies to improve operational efficiency, share information with the public and provide a better quality of local authority services. For example, advancements in Internet of Things (IoT) technologies have enabled connected public transportation systems, which leverage real-time monitoring capabilities, as well as tracking the locations and routes of public vehicles. Not only does this speed up service times and reduce traffic congestion, it also cuts waiting times for passengers and keeps them informed.

There’s also an important security element to smart cities. ‘Smart’ video or cameras utilise artificial intelligence (AI) algorithms and deep learning (DL) to analyse visual data in real-time and can dispatch orders from a hub to AI-powered devices faster than a human can process. Going further than just providing data, smart technologies can actually enable the devices to deploy intelligent insights. For example, cameras and AI-analysed traffic patterns can adjust traffic lights accordingly to improve vehicle flow, reduce congestion and pollution, and, more crucially, increase pedestrian safety.

Smart video is also being deployed in connected cities to deliver critical assistance to help reduce crime. Business owners, for example, need security cameras to help protect their property, reduce shoplifting, and monitor employee or customer incidents. On a larger scale, real-time video analysis is also capable of identifying and differentiating between objects, for example distinguishing humans from animals, and alerting the relevant people or systems if they are in a prohibited location or place.

The process behind smart video 

Smart cameras need to ‘learn’ to recognise objects and actions and classify the identified actions into categories such as anomalous or normal. This is where AI and DL are needed for training and learning; DL needs to analyse a tremendous amount of data to be highly accurate. The development of higher video resolutions, such as 4K, is key here, enabling CCTV cameras to capture more data in high quality and from various angles, making analysis easier and empowering the smart video future.

The smart video sector is going through a transitional phase for recording video at scale: it has moved away from recording raw data from a standard camera to carrying out analysis on the AI-enabled camera itself. In the past, the data analysis was only possible at a centralised location, such as a data centre; however, the rise of on-board AI chips used in smart city technology allows the analytical load to be distributed. The ability to distribute the work is crucial when working at the scale of a smart city, enabling the data to be processed more quickly at the endpoints.

As AI and 4K rise in adoption on smart video cameras, higher video resolutions are driving the demand for more data to be stored on-camera. There are many more types of cameras being used today, such as body cameras, dashboard cameras and new Internet of Things (IoT) devices and sensors. Video data is so rich nowadays, you can analyse it and deduce a lot of valuable information in real-time, instead of post-event.

The role of storage 

As a result, storage is critical to the evolution and efficient working of smart video systems. Smart video architectures require innovative storage technologies, which deliver needed flexibility, performance, capacity and reliability. Robust on-board storage must be specially designed to meet the needs arising from multi-streaming devices, on-device deep learning systems and AI-training solutions.

Storage solutions, like Western Digital’s WD PurpleTM Pro line, have evolved to provide high data transfer and write speeds, as well as the capacity to ensure world-class video capture. Western Digital has a strong history of innovation, going back to the origins of both hard disk drive technology and flash technology. The company works closely with market and innovation leaders in smart video to develop a deep understanding of today’s and tomorrow’s advances in AI-enabled architectures.

WD Purple Pro is engineered with advanced capabilities needed for high-end smart video solutions, including cameras, NVRs (network video recorders), and back-end video analytics servers. It is purpose-built for 24×7 operating environments and rated for high endurance and demanding AI workloads. Western Digital provides the storage technology that protects and delivers video data to help systems prevent loss, improve situational awareness, and increase business efficiency. Adding these AI capabilities with WD Purple Pro ultimately helps deliver a smarter, more efficient, and data-driven world.

Storage-enabled AI

Having improved workload and performance is important in ensuring that drives can keep up with the demands of AI functionality, including pattern matching and object recognition. By combining video stream recording optimisation with top-tier durability and capacity, smart video solutions and AI-analytics have the necessary foundations in place to operate at optimum levels for thousands of hours.

NVRs and VMS (video management systems) are getting smarter. Deep-learning algorithms go beyond simple movement detection to enable advanced capabilities to drive improvements in many industries and settings, including retail, smart cities and entertainment to name a few. AI-enabled VMS are being architected for new Graphic Processing Unit (GPU) and Central Procession Units (CPU) to improve overall deep-learning capability, and speed algorithms related to object identification.

NVRs with this deep learning require greater storage capacity and more sophisticated processing, versus individual cameras, enabling them to perform more advanced analytics, such as finding a particular image from weeks or months of stored video, or creation of traffic heat maps from hours of retail surveillance video.

The WD Purple Pro family is specifically designed and engineered for high performance, capacity, reliability, and endurance for advanced, always-on AI-enabled smart video recorders, appliances, and servers. WD Purple Pro drives feature AllFrame™ AI technology, which helps reduce frame loss, improve overall video playback, and not only enables recording of 64 HD single-streams but also supports up to 32 AI streams per drive for deep learning analytics within the system.

Behind the innovation

Smart video plays a vital role in increasing public safety such as promoting safe driving practices by monitoring fleet movements to detecting flaws and deviations in a product line to avoid potentially dangerous products. Home security systems such as smart protection and alert systems also benefit from the role of smart video.

However, the success of smart video relies upon a robust and resilient storage architecture that can effectively keep up with the heavy workloads. As smart video use cases proliferate throughout security and logistics landscapes, the hidden data storage complexities shouldn’t be forgotten.(www.naija247news.com)

Peter Okafor
Peter Okaforhttp://Naija247news.com
Peter Okafor Financial Journalist | Editor | Contributor Overview: Peter Okafor is a seasoned Financial Journalist, astute Editor, and valued Contributor at Naija247news Media Group. With an unwavering passion for dissecting complex financial landscapes, Peter has become a trusted name in delivering incisive and insightful coverage of economic events, market trends, and corporate dynamics. Professional Journey Peter's journey in financial journalism has been marked by a commitment to excellence. Joining the ranks of Naija247news, he has consistently demonstrated a keen understanding of the intricate interplay between finance and the global socio-economic fabric. Expertise: Specializing in financial markets, economic analyses, and business developments, Peter Okafor has honed his expertise over the years. His ability to unravel intricate financial narratives and present them in a comprehensible manner sets him apart in the world of financial journalism. Contributions As an Editor and Contributor, Peter has played a pivotal role in shaping the narrative of Naija247news. His contributions extend to thought-provoking articles, in-depth market analyses, and coverage of key events that impact the financial landscape. Educational Background: Peter holds a degree in Journalism, complemented by specialized courses in Finance and Business Reporting. His educational foundation has provided him with the tools to navigate the intricate world of financial journalism. Innovation and Adaptability: In an era of evolving media landscapes, Peter Okafor exemplifies innovation and adaptability. Leveraging digital platforms and emerging technologies, he ensures that financial insights reach a diverse audience, fostering financial literacy and awareness. Awards and Recognition: Peter's commitment to journalistic excellence has not gone unnoticed. He has been the recipient of several awards, recognizing his outstanding contributions to the field of financial journalism. Vision for the Future: Looking ahead, Peter Okafor envisions a future where financial journalism continues to empower individuals, shape economic policies, and drive positive change. His dedication to staying at the forefront of financial news underscores his commitment to this vision. Connect with Peter Okafor: - LinkedIn: [Peter Okafor](#) - Twitter: [@PeterOkafor_N247](#) In the dynamic realm of financial journalism, Peter Okafor stands as a stalwart, combining experience, expertise, and a forward-looking vision to illuminate the path of financial understanding for a global audience.

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