On-demand service provisioning is a critical yet challenging issue in 6G wireless communication networks, since emerging services have significantly diverse requirements and the network resources become increasingly heterogeneous and dynamic. In this paper, we study the on-demand wireless resource orchestration problem with the focus on the computing delay in orchestration decision-making process. Specifically, we take the decision-making delay into the optimization problem. Then, a dynamic neural network (DyNN)-based method is proposed, where the model complexity can be adjusted according to the service requirements. We further build a knowledge base representing the relationship among the service requirements, available computing resources, and the resource allocation performance. By exploiting the knowledge, the width of DyNN can be selected in a timely manner, further improving the performance of orchestration. Simulation results show that the proposed scheme significantly outperforms the traditional static neural network, and also shows sufficient flexibility in on-demand service provisioning.

Vasanth, based in Mumbai, is keen to seek advice from a professional lawyer for a civil matter. The matter relates to a property dispute that he is having with his own family. He requires expert advice on how to handle the matter. Sushmita, based in Bangalore, is looking to pursue a bachelor's degree in engineering or medicine in Germany and is interested in seeking help from an admissions counsellor. She is located in Indira Nagar and is keen to find someone in her neighbourhood to help her.

Microsoft has made a strategic investment in ride-hailing and on-demand services company Grab as part of a deal that includes collaborating on big data and AI projects. Under the agreement, Singapore-based Grab will adopt Microsoft Azure as its preferred cloud platformAzure cloud computing service. Microsoft and Grab didn't disclose financial terms. The idea behind the tie-up is for Grab to use Microsoft's product to scale its own digital platform, which has grown beyond ride-hailing. Grab also has its own payment service and makes food deliveries.

Microsoft has made a strategic investment in ride-hailing and on-demand services company Grab as part of a deal that includes collaborating on big data and AI projects. Under the agreement, Singapore-based Grab will adopt Microsoft Azure as its preferred cloud platformAzure cloud computing service. Microsoft and Grab didn't disclose financial terms. The idea behind the tie-up is for Grab to use Microsoft's product to scale its own digital platform, which has grown beyond ride-hailing. Grab also has its own payment service and makes food deliveries.

Two titans of Japanese industry, Toyota Motor Corp. and SoftBank Group Corp. said Thursday they are setting up a new joint venture to develop autonomous driving technologies and other on-demand services, including food deliveries, medical care and office space. Funded with an initial investment of ¥2 billion (around $17.5 million), the new company, Monet Technologies Corp., will begin operations as early as next March. While the on-demand services will initially roll out using traditional vehicles, by 2020 the company is aiming to utilize Toyota's driverless concept vehicle, E-Palette. Both Toyota President Akio Toyoda and SoftBank Chairman Masayoshi Son painted the partnership as part of a broader vision to embrace new business ideas in an age of artificial intelligence. Speaking before a throng of reporters, SoftBank founder Son said that the partnership will be able to harness the synergy and strengths offered by each company.

Tate Cantrell is CTO of Verne Global. Let's break down the acronym ICT: Information and Communication Technology. ICT as a sector and as an industry was created to enable efficient sharing of information. Improved communication between the workers that make up our economies has generated huge returns in terms of GDP growth around the world. No longer is the technology stack enabling information sharing, the technology stack is now creating the information.

It has revolutionised the way we watch TV shows and movies. But could a Netflix-style service have the same impact on the world of video gaming? One expert believes so and has argued that it could be vital to the future diversity of the industry. Traditionally vast amounts of money was spent on headline grabbing franchise games, as well as some smaller standalone titles, which would then be recuperated through sales. The focus was on engaging single-player story lines, akin to movies, with classics like Assassin's Creed, Resident Evil and Tomb Raider.