• Microservice-based architecture for transport network planning 

  Chathumadusha, S [Thesis-Abstract]

  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 ...
• Text-to-SQL generation using schema item classifier and encoder-decoder architecture 

  Rushdy, MSA [Thesis-Abstract]

  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 ...
• Performance improvements in MLOPS pipeline 

  Kasthururaajan, R [Thesis-Abstract]

  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 ...
• DRDP : dynamically re-configurable data pipeline in the EDGE network 

  Nuwanthilaka, M.G.I.M [Thesis-Abstract]

  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 ...
• A Fashion recommendation system using an autoencoder network with integrated feature extraction by CNN models 

  Kothalawala, IU [Thesis-Abstract]

  Due to the rapid rise in living standards, the fashion and textile industries have experienced remarkable growth in the fast fashion industry in recent years. On e-commerce websites, the users can find numerous types of ...
• A Forecasting toolkit for epidemic spreading 

  Dandeniya, D [Thesis-Abstract]

  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 ...
• An Analysis of gof software design patterns on software maintainability in micro services 

  Rathnayake, R.M.H.S.B [Thesis-Abstract]

  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. ...
• Finding compiler bugs VIA code mutation : a case study 

  Abeygunawardana, Chiran Sachintha [Thesis-Abstract]

  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 ...
• Enhanced video streaming architecture using cloudlets 

  Bandara, Kande Arachchilage janith Praneeth [Thesis-Abstract]

  As mobile computing and cloud computing work together to provide new technologies and capabilities to end users, clouds are overloading with data-intensive and compute-intensive processes. Video streaming is such an ...
• Oblivious multi-cloud file storage 

  Pushpakumara, ERTD [Thesis-Abstract]

  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 ...
• Vision-based forward collision warning application for vehicles 

  Rajakaruna, PNSA [Thesis-Abstract]

  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 ...
• Cost optimized scheduling for microservices in kubernetes 

  Arunan, S [Thesis-Abstract]

  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 ...
• An Architecture for EEG based mental state recognition and monitoring 

  Chandreswaran, Y [Thesis-Abstract]

  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, ...
• Loglearn : predicting computer node failures using continuous machine learning 

  Kabilesh, K [Thesis-Abstract]

  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 ...
• Micro data model architecture for AML scoring rule engines 

  Maduranga WAH [Thesis-Abstract]

  Online and mobile banking have become a primary service of today’s banking and financial sector. Clients could do their primary transactional jobs without physically appearing on the bank. This facility is 24x7 available. ...
• Empirical analysis on javascript engine performance 

  Dulanjana MDT [Thesis-Abstract]

  JavaScript is a prominent scripting language in web browsers. Earlier JavaScript was only used for client-side programming of browsers. JavaScript has been becoming a mainstream and a significant language in all types ...
• Guaranteeing service lavel agreements for triangle counting via observation - based admission control algorithm 

  Weerakkody WACR [Thesis-Abstract]

  Increasingly large graph processing applications adopt the approach of partitioning and then distributed processing. However, maintaining guaranteed Service Level Agreement (SLA) on distributed graph processing for ...
• An Automation toolkit for resource - aware public transport service scheduling - a case study 

  Shereen AGRF [Thesis-Abstract]

  The Eastern Province Road Passengers Transport Authority (EPRPTA) is one of the most important investment mechanisms for the provincial council launched in 2009. EPRPTA is composed largely of three districts inclusive ...
• Cervical cancer predicting system using machine learning 

  Prabodhani APKC [Thesis-Abstract]

  Machine Learning has become a vital tool in everyday life, as well as a potent tool for automating most of the industries we want to automate. Machine Learning is a method of developing algorithms that learn from data, ...
• Decentralized function as a service 

  Tissera SKNU [Thesis-Abstract]

  The objective of this research is to implement an automated, user-oriented, decentralized function as a service provider that replaces the existing centralized, single-authority FaaS providers in a way that can address ...

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