The article presents a comprehensive analysis of video analytics workloads in edge computing environments, focusing on the challenges posed by data volume and computational complexity. It proposes a classification of hardware platforms and neural networks, characterizes six hardware platforms, and introduces an experimental model to estimate performance and cost. The study emphasizes the importance of considering both video decoding and neural network inference in the design of edge infrastructures and provides insights into the suitability of different platforms for various deployment scenarios.

The arrival of Lionel Messi in the United States has sparked a football frenzy in North America, and now CONMEBOL is looking to extend this excitement to South America by potentially having the Argentine star participate in some of the club competitions on the continent. Argentine journalist Hugo Balassone from TyC Sports reported on this development.

Dr. Shafik Amer runs a child psychology center in Amman, Jordan, helping Syrian refugee children cope with trauma from the war. The children, who have experienced bombings and violence, receive psychological support from the Salaam Cultural Museum. Amer, who fled Syria due to his own safety concerns after exposing regime atrocities, works with children suffering from depression, nightmares, and other mental health issues. The article highlights the story of Sidra, a nine-year-old girl who witnessed her father's execution and struggles with nightmares. Despite the challenges, Amer remains hopeful for a return to peace.