This brief note highlights some basic concepts required toward understanding the evolution of machine learning and deep learning models. The note starts with an overview of artificial intelligence and its relationship to biological neuron that ultimately led to the evolution of todays intelligent models.

As mobility permeates todays computing environment, we envision application infrastructures that will increasingly use mobile technologies. Traditional database applications will need to integrate mobile entities: people and computers. In this paper, we develop a distributed database framework for mobile environments. A key requirement in such an environment is to support frequent connection an...

Todays’ heterogeneous manufacturing environments and isolated elements hinder the realization of a complete data consistent digital twin. Against this background, an increased connectivity based on Industrial Internet Things (IIoT) might be future key enabler for However, it requires each domain to transfer, rearrange rethink their individual solutions in framework that is IIoT-ready. This pape...

Mobile ad-hoc networks (MANETs) is an appealing technology that has attracted lots of research efforts over past years. Although the principle of wireless, structure-less, dynamic networks is attractive, there are still some major flaws that prevent commercial expansion. QoS is one the main issue in todays multimedia technology. In this paper we purposed a model i.e, Priority Based Weighted Que...

Abstract Todays continuous improvement and advancement in the injection molding process for plastics allow increasing reliability of parameter control, whereas fluctuations material properties still present a great challenge. To compensate these fluctuations, nozzle capillary rheometer is developed with aim to determine viscosity inline during series production applications. An essential part t...

Models are purposeful abstractions used in todays software engineering processes. Experience shows that the application of models reduces engineering costs, allows for easy reuse, and improves product quality. Models can be used for several purposes at various levels of abstraction. In this paper, we discuss the differences of system models and test models. For that, we consider several aspects...

We describe the design of PIRS, a peer-to-peer information retrieval system. Unlike some other proposed approaches, PIRS does not require the centralization of data onto specially designated peers. It is therefore applicable to a larger environment. We explain our design decisions, analyzing its benefits and potential shortcomings. We then show that PIRS significantly improves over search perfo...

there are many approaches in economic literature for investigation of firm performance. in general, those theories very useful for investigation the nature and role of competitive advantage. resource based view, dynamic capability, entrepreneurial theory, neoclassic theory, industrial organization approach are some of those theories. todays, banks try to attract customers through various new me...

Abstract: In todays present world lots of microelectronic statistics is created in apiece and every field. The data that we obtain contains valuable info to forecast the future. Owing enormous magnitude, physical forecasting gives a intricate chore humans. To overwhelm this problem, model made such way so it can predict future by situation with aid training test datasets. Pullman machine or mod...