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A* search is a fundamental topic in Artificial Intelligence. In this article, let’s see how we can implement this marvelous algorithm in parallel on Graphics Processing Unit (GPU). Traditional A* Search Classical A* search implementations typically use two lists, the open list, and the closed list, to store the states during expansion. The closed list stores all of the visited states and is used to prevent the same state from being expanded multiple times. To detect duplicated nodes, this list is frequently implemented by a linked hash table. The open list normally contains states whose successors have not yet been thoroughly investigated. The open list’s data structure is a priority queue, which is typically implemented by a binary heap. The open list of states is sorted using the heuristic function  f(x) : f(x) = g(x) + h(x). The distance or cost from the starting node to the current state  x  is defined by the function  g(x) , and the estimated distance or co...

Things You Should Know if You Are Attending a Job Interview From Your Home Many things have changed as a result of COVID-19, including how we limit face-to-face encounters. Many interviews, especially in the early phases of a talent search, are now conducted remotely. Online job interviews have grown in popularity in recent years, and many firms now use technology to conduct exploratory interviews on a regular basis.  Job interviews at virtually every level of the employment process became the standard during the epidemic. While online interviews are comparable to traditional in-person interviews, there are several significant distinctions to be aware of. Making a pitch through video conferencing tools like Skype, Zoom, or Google Hangouts might be intimidating for potential workers. Here are some virtual interview techniques to help you relax and land the job. 1 - Have a test-run with your machine Technology may be intimidating in today's world, and online interviews, in particular...

Binary Classification The machine should only categorize an instance as one of two classes of this type: yes/no, 1/0, or true/false. In this sort of categorization inquiry, the answer is always yes or no. Is there a human in this photograph, for example? Is there a good tone to this text? Will the price of a specific stock rise in the coming month? Multiclass Classification In this case, the machine must categorize an instance into only one of three or more classes. Multiclass categorization may be shown in the following examples: Positive, negative, or neutral classification of a text Identifying a dog breed from a photograph A news item might be classified as sports, politics, economics, or social issue. Support Vector Machines (SVM) SVM is a supervised machine learning method that may be used to aid with both classification and regression problems. It aims to determine the best border (hyperplane) between distinct classes. In basic terms, SVM performs complicated data modificati...

Here's How the Rocket Defense System Works, and the Ways It Has - and Hasn't - Changed the Conflict You’ve probably seen the videos: dark skies illuminated by exploding balls of light, resembling alien spaceships in battle, or a terrifying fireworks display accompanied by air raid sirens. This is the perspective of Israel’s Iron Dome, the country’s aerial defense system used to intercept incoming short-range rockets. The escalating conflict between Israel and Hamas, the Palestinian militia that controls Gaza, has provided a new glimpse of the Iron Dome in action. The Iron Dome, developed by Israeli firms Rafael Advanced Defense Systems and Israel Aerospace Industries with some US assistance, went operational in 2011. The Iron Dome, one of the world’s most advanced defense systems, employs radar to detect and destroy incoming threats before they cause harm. As per Israeli officials, it is about 90% effective at blocking short-range rockets used by Hamas and other groups in the r...

Sub-netting, the meaning is there right? Dividing a network . So in brief, it is a task of dividing a network into two or smaller networks. But why? Do we actually need this? If we are doing something, there should be gain . What do we get in dividing a network? Increases the efficiency in routing. What is routing in a computer network? It is a process performed by the network layer for choosing an optimal path for traffic in order to deliver the packet in a network or between or across multiple networks. It enhances the security of the network. What is Network Security? The practice of preventing and protecting a network from unauthorized intrusions. It complements endpoint security, which focuses on every individual device which is connected to the network. Reduces the size of the broadcast domain. What is the broadcast domain? It is a logical division of a computer network , in which all redistribution points or a communication endpoint can reach each other by a method of transfe...