In today's digital era, industries across the board are transitioning to digital platforms to optimize resources, reduce costs, enhance customer value, and improve productivity and efficiency. This research focuses on ...
The objective of the text-to-SQL task is to convert natural language queries into SQL queries. However, the presence of extensive text-to-SQL datasets across multiple domains, such as Spider, introduces the challenge of ...
In the modern world, most of the enterprises willing to leverage the use of machine learning models in their applications. Due to the high demand usage of the machine learning models in production, need to bring the machine ...
Pipelines are a highly discussed topic in today’s technological world. There are different variations of pipelines; Data Science pipelines, DevOps pipelines, and DevSecOps pipelines, etc. A data science pipeline usually ...
The study introduces a novel approach to predict the presence or absence of COVID-19 without the use of laboratory tests, kits, or equipment. It uses machine learning algorithms. Instead, the method relies on the symptoms ...
The purpose of this paper is to identify how gang of four design patterns impact the maintainability of micro services-based systems. Design patterns were introduced as solutions to common problems that occur in programming. ...
Compiler errors can cause a variety of problems for software systems, including
unexpected program behavior, security flaws, and system failures. These defects can be
brought on by a number of things, including improper ...
Gender classification is regarded as one of the vital components of security systems, recommendation systems, data access authentication and surveillance. Facial features and supervised learning remain the predominant ...
Chatbots are conversational systems that interact with humans via natural language. Frequently, it is used to respond to user queries and provide them with the information they need. To build a highly functional chatbot, ...
In the current digital era, social media platforms have emerged as one of the most effec- tive channels for the diffusion of information. People may readily access and exchange information, news, and opinions from anywhere ...
Social media platforms have become integral parts of our lives, enabling people to connect, share, and express themselves on a global scale. Alongside the benefits, there are also substantial challenges that arise from the ...
Language models that produce contextual representations (or embeddings) for text have been commonly used in Natural Language Processing (NLP) applications. Partic ularly, Transformer based, large pre-trained models are ...
With the COVID-19 pandemic, freelancing has become more popular in many sectors around the world due to unemployment, lack of job security, the flexibility of remote working, and increased demand from employers. The purpose ...
Autonomous multi-robot systems are a popular research field in the 3D mapping of unknown environments. High fault tolerance, increased accuracy, and low latency in coverage are the main reasons why a multi-robot system is ...
Cloud storage facilities are now predominantly used to store outgrowing data. Information availability, improved performance and the trustworthiness are the key factors that the data owners mainly focus on, in storing data ...
Driver Assistance Systems (DAS) have become an important part of vehicles, and there is a considerable amount of research in this area. Most accidents happen due to driver inattention caused by driver distraction and ...
The usage of Container Orchestration Platform like Kubernetes for running Microservices applications is increasing nowadays. In a particular application, all Microservices do not have the same priority. Hence it is costly ...
Humans invent technologies to make today's life easy. Every human expects a healthy long life. A healthy life includes good physical health and stable mental health. There are multiple causes such as busy lifestyle, stress, ...
With the effects of rapid urbanization and climate change, weather forecasting plays a vital role in disaster risk controlling and mitigation activities. Generating weather forecasts using numerical weather prediction ...
Ensuring reliability, availability, and fault-tolerance is crucial in modern computer systems. Despite the substantial efforts put into the development, testing, and operation, failures still occur during runtime, leading ...