Browsing by Author "Islam, Md Ariful"

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3A comparative Study on Sentiment Analysis for Bengali Language Based on LSTM in F-Commerce
(Daffodil International University, 2023-08-03) Rudro, Mahafozur Rahman; Wahid, Md Faysal; Islam, Md Ariful; Ria, Nushrat Jahan
LSTMs are a type of RNN cell that regulates incoming and outgoing information using text-processing-specific gates. Online retailers, as we all know, have been extremely popular in recent years. Many social media sites, such as Facebook and Twitter, are increasingly used by online shops. As a result, market monitoring is critical. We can monitor user reviews and satisfaction levels using machine learning and deep learning methods. Many projects have been completed in various languages in the past. We use LSTM to work with Bangla text reviews in our research. We acquire an accuracy of 88 percent with this model.
Data Consistency in Large Scale Applications
(Department of Computer Science and Engineering(CSE), Islamic University of Technology(IUT), Board Bazar, Gazipur, Bangladesh, 2022-05-30) Niloy, Saiful Islam; Ishmum, Md. Nishat; Islam, Md Ariful
One of the challenges in large scale application is data consistency. In this paper, we have studied a few of the algorithms which are used to tackle this issue. We have also conducted some interview sessions with software experts and analyze their judgment regarding this issue. We have tried to analyse this topic based on two major software architecture. Mircoservice and monolithic architecture. Microservice is a trending software architecture for large scale application nowadays. It has many advantages along with some drawbacks. There are many services that communicate with each other to do a single operation. So, maintaining consistency is a big concern here. There are some ways to ensure consistency. Generally, microservice-based application use eventual consistency model. But this model has a chance of data loss. In some cases, data loss can be threatening to the business. To avoid this situation strong consistency model can be used. But algorithms that supports strong consistency comes with performance degradation of software compare to eventual consistency model.
Maintanance and working procidure of data and internet exchange at BTCL
(Daffodil International University, 2019-05-15) Islam, Md Ariful
This Internship is on “Maintenance and working procedure of data and internet exchange at BTCL” This is kind of experience on telecommunication network. I am interested to internship basic telecommunication Company Ltd (BTCL). Because now a day communication is talk of the world. In this guide I am relate what I learn about real world field installation and working processes of data and internet exchange on BTCL, in this internship period. BTCL is the leading public telecommunication company in Bangladesh. It is a great opportunity For us work on BTCL. It has the largest infrastructure for providing with data and internet services Which comprises of optical fiber network with high capacity routers and switches across the Country. This company provided telephone services all over Bangladesh. Most the user can also Use dial-up internet services. This company has the largest Telecom in-fracture comprising of Cooper cabling, microwave links, satellite links, and Optical Fiber network etc. ADSL broadband Internet services are available on this company. We have Gain practical knowledge about internet, Microwave transmission ADSL, IGW, IIG, ISP, LLI, VPN, GGC, NOC, NIX, IP address switch Room, domain services etc