Cloud computing is the transformation of IT infrastructure into a utility which allows the users to plug-in infrastructure over the internet, and utilizes the computing resources without their installation and maintenance on-premises. It is time-consuming and a headache to manage resources on your own. Cloud computing provides shared and dedicated resources to facilitate large scale tasks or time-consuming tasks. To get the full benefit from cloud computing we need algorithms to allocate resources according to client needs and algorithms for fast access to the cloud servers. Here comes load balancing. Load balancing is a technique to distribute load among various [...]

Deep neural networks are now widely employed in artificial intelligence applications that have significantly changed human livelihoods in a number of ways. Weather forecasting has long been considered an important area of study with far-reaching consequences for disaster management and public safety. This research analyzes the use of deep learning and machine learning techniques to create a mobile application that offers users real-time weather predictions. The primary goal of this study is to look into the usefulness of machine learning and deep learning algorithms in predicting weather patterns using historical weather data Rainfall. To analyze various data sources and develop [...]

The internet has opened up vast opportunities, connecting people globally and revolutionizing industries. The emergence of internet lead to multiple societal transformations such as the way people interact and perform their daily operations. However, it also presents several challenges of big data. The exponential growth of data generated from various sources requires advanced technologies and analytical tools to effectively process, store, and analyze this massive volume of information. Managing this huge data is crucial for organizations to make data-driven decisions and stay competitive in today’s data-driven world. The challenges posed by massive datasets have led to the development of new [...]

Requirements engineering is the cornerstone of software development and a pivotal steps of the whole life cycle of software development. As much time we devote on requirement engineering, the higher the likelihood of success in later part of software development. It is right said that compelling requirements engineering steps guarantees and predicts effective software artifacts. This paper presents a study on software requirements engineering practices followed in little, medium and large-sized organizations of Pakistan. The study is directed by-polls that show how most of prerequisite designing models and practices are applied in software development in Pakistan. [...]

Data science plays an increasingly important part in modern society as a result of its quick rise to prominence across a number of industry sectors. The increased importance of this calls for a flexible and innovative approach to teaching. In order to accommodate the changing needs of data science education, this research article proposes a hybrid teaching scheme (a combination of flipped and conventional approach) that places a special focus on programming languages and tools. This study has performed a survey of 100 participants from diverse domains and inquired them about their preferred teaching methodology and the language of choice [...]