About Cabling Installation & Maintenance

Our mission: Bringing practical business and technical intelligence to today's structured cabling professionals

For more than 30 years, Cabling Installation & Maintenance has provided useful, practical information to professionals responsible for the specification, design, installation and management of structured cabling systems serving enterprise, data center and other environments. These professionals are challenged to stay informed of constantly evolving standards, system-design and installation approaches, product and system capabilities, technologies, as well as applications that rely on high-performance structured cabling systems. Our editors synthesize these complex issues into multiple information products. This portfolio of information products provides concrete detail that improves the efficiency of day-to-day operations, and equips cabling professionals with the perspective that enables strategic planning for networks’ optimum long-term performance.

Throughout our annual magazine, weekly email newsletters and 24/7/365 website, Cabling Installation & Maintenance digs into the essential topics our audience focuses on.

  • Design, Installation and Testing: We explain the bottom-up design of cabling systems, from case histories of actual projects to solutions for specific problems or aspects of the design process. We also look at specific installations using a case-history approach to highlight challenging problems, solutions and unique features. Additionally, we examine evolving test-and-measurement technologies and techniques designed to address the standards-governed and practical-use performance requirements of cabling systems.
  • Technology: We evaluate product innovations and technology trends as they impact a particular product class through interviews with manufacturers, installers and users, as well as contributed articles from subject-matter experts.
  • Data Center: Cabling Installation & Maintenance takes an in-depth look at design and installation workmanship issues as well as the unique technology being deployed specifically for data centers.
  • Physical Security: Focusing on the areas in which security and IT—and the infrastructure for both—interlock and overlap, we pay specific attention to Internet Protocol’s influence over the development of security applications.
  • Standards: Tracking the activities of North American and international standards-making organizations, we provide updates on specifications that are in-progress, looking forward to how they will affect cabling-system design and installation. We also produce articles explaining the practical aspects of designing and installing cabling systems in accordance with the specifications of established standards.

Cabling Installation & Maintenance is published by Endeavor Business Media, a division of EndeavorB2B.

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Hayden AI Granted Patent for Traffic Violation Evidence Review System

System improves safety and transit reliability by enabling automated enforcement of bus lanes, bike lanes, and bus stops.

Hayden AI, a global leader in artificial intelligence and geospatial analytics, has been awarded a patent for its system for automatically validating video evidence of traffic violations, enabling cities to enforce dangerous traffic violations at scale. The patent was awarded on October 3, 2023 and is labeled US Patent number 11,776,276, B1.

Dangerous traffic violations like double parking or illegal parking in bike lanes, bus lanes, or at bus stops are difficult to process at scale with traditional photo enforcement, which relies on manual review of multiple photographs in order to find a potential traffic violation and transcribe the license plate of the offending vehicle.

Hayden AI’s mobile perception platform utilizes computer vision and deep learning technology that automatically detects context features to determine if a traffic violation occurred in video evidence. By inputting video frames of a potential traffic violation into a deep learning algorithm, Hayden AI’s solution “scores” each evidence package to identify difficult cases. Retraining the AI algorithms using these difficult instances leads to significant improvement in performance and establishes a positive feedback loop of continuous improvement of the AI system.

A strong team of Hayden AI staff invented this innovative system, including Wiktor Muron, Maciej Budys, Andrei Liaukovich, Marcin Grzesiak, Michael Gleeson-May, Shaocheng Wang, Morgan Kohler and Chief Technology Officer Vaibhav Ghadiok.

“Using advances in AI to determine if traffic violations occurred gives our public sector partners the ability to solve large, long-standing problems with their existing resources,” said Vaibhav Ghadiok, CTO of Hayden AI. “Keeping bus lanes, bike lanes, and bus stops clear for their intended users is essential to improving transit service reliability and safety for everyone on the road.”

Hayden AI is the US market leader in mobile automated bus lane enforcement and bus stop enforcement, with hundreds of camera systems installed on transit buses across the country.

About Hayden AI: At Hayden AI, we’re pioneering real world problem solving powered by AI and machine learning. From bus lane and bus stop enforcement to digital twin modeling and more, our clients use our mobile perception system to speed up transit, make streets safer, and create a more sustainable future. Learn more at www.hayden.ai

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