Muhammad Shah Jahan

Hitec University · Computer Science

This paper analyzes and evaluate the current level of Software Project Management And its tolls in practice in IT Industry of Pakistan. 90% IT project in Pakistan are outsourced and many international companies have built their offshore IT companies in Pakistan due to cheap employment. As mostly projects are from developed countries and are large a...

A software must do what it intends to do. The quality is core factor in IT Industry and in software products. The quality of the product is main concern of the producer and the main requirement of a customer. Software testing is the core activity of quality assurance and very important phase of software development life cycle. Quality of any system...

Feature Selection (FS) is the core part of data processing pipeline. Use of ensemble in FS is a relatively new approach aiming at producing more diversity in feature dataset, which provides better performance as well as more robust and accurate result. An aggregation step combined the output of each FS method and generate the Single feature Subset....

In transfer learning, two major activities, i.e., pretraining and fine-tuning, are carried out to perform downstream tasks. e advent of transformer architecture and bidirectional language models, e.g., bidirectional encoder representation from transformer (BERT), enables the functionality of transfer learning. Besides, BERT bridges the limitations...

In transfer learning a model is pre-trained on a large unsupervised dataset and then fine-tuned on domain-specific downstream tasks. BERT is the first true-natured deep bidirectional language model which reads the input from both sides of input to better understand the context of a sentence by solely relying on the Attention mechanism. This study p...

Risks are intrinsic part of any software project. Most software projects face severe risk during the development process, but some find minor risks. Vulnerabilities of these risks are a threat to the quality of a software product. One of the main causes that may lead to failure of the project is negligence to perform risk assessment due to a lack o...

Blockchain nodes are essential part of a blockchain network. The quality of blockchain nodes are very crucial as these are building blocks of a network. The failure of nodes may lead to the failure of network. In this paper we have discussed the meta-model for stress testing on blockchain nodes, which will test blockchain nodes. Meta-model is based...