8 citations · 11 across the 12 of their papers we have counts for
13 papers
AI Data Centers and Power System Sustainability: Understanding the Sustainability Implications of AI-Driven Data Centers on Power Systems
Yuhao Huang, Novarun Deb, Hamidreza Zareipour
The rapid expansion of artificial intelligence (AI) has driven unprecedented growth in data center electricity demand. The scale and pace of this load growth carry significant impl…
Evaluating the Environmental Impact of using SLMs and Prompt Engineering for Code Generation
Md Afif Al Mamun, Sayan Nath, Gias Uddin +1
The shift from cloud-hosted Large Language Models (LLMs) to locally deployed open-source Small Language Models (SLMs) has democratized AI-assisted coding; however, it has also dece…
Sustainability Analysis of Prompt Strategies for SLM-based Automated Test Generation
Pragati Kumari, Novarun Deb
The growing adoption of prompt-based automation in software testing raises important issues regarding its computational and environmental sustainability. Existing sustainability st…
An Empirical Study of Sustainability in Prompt-driven Test Script Generation Using Small Language Models
Pragati Kumari, Novarun Deb
The increasing use of language models in automated test script generation raises concerns about their environmental impact, yet existing sustainability analyses focus predominantly…
Sustainable AI Assistance Through Digital Sobriety
Madeline Jennings, Novarun Deb, Ronnie de Souza Santos
As AI assistants become commonplace in daily life, the demand for solutions that reduce the cost of inference without sacrificing utility is increasing. Existing work on AI sustain…
Towards Energy-aware Requirements Dependency Classification: Knowledge-Graph vs. Vector-Retrieval Augmented Inference with SLMs
Shreyas Patil, Pragati Kumari, Novarun Deb +1
The continuous evolution of system specifications necessitates frequent evaluation of conflicting requirements, a process that is traditionally labour intensive. Although large lan…
DeCEAT: Decoding Carbon Emissions for AI-driven Software Testing
Pragati Kumari, Novarun Deb
The increasing use of language models in automated software testing raises concerns about their environmental impact, yet existing sustainability analyses focus almost exclusively…
Towards a Taxonomy of Sustainability Requirements for Software Design
Mandira Roy, Novarun Deb, Nabendu Chaki +1
Software systems are a significant contributor to global sustainability concerns, demanding that environmental, social, technical, and economic factors be systematically addressed…
SEER: Sustainability Enhanced Engineering of Software Requirements
Mandira Roy, Novarun Deb, Nabendu Chaki +1
The rapid expansion of software development has significant environmental, technical, social, and economic impacts. Achieving the United Nations Sustainable Development Goals by 20…
An Annexure to the Paper "Driving the Technology Value Stream by Analyzing App Reviews"
Souvick Das, Novarun Deb, Agostino Cortesi +1
This paper presents a novel framework that utilizes Natural Language Processing (NLP) techniques to understand user feedback on mobile applications. The framework allows software c…
AFSCR: Annotation of Functional Satisfaction Conditions and their Reconciliation within i* models
Novarun Deb, Nabendu Chaki
Context: Researchers, both in industry and academia, are facing the challenge of leveraging the benefits of goal oriented requirements engineering (GORE) techniques to business com…
Extracting State Transition Models from i* Models
Novarun Deb, Nabendu Chaki, Aditya Ghose
i* models are inherently sequence agnostic. There is an immediate need to bridge the gap between such a sequence agnostic model and an industry implemented process modelling standa…
A State-of-the-art Survey on IDS for Mobile Ad-Hoc Networks and Wireless Mesh Networks
Novarun Deb, Manali Chakraborty, Nabendu Chaki
An Intrusion Detection System (IDS) detects malicious and selfish nodes in a network. Ad hoc networks are often secured by using either intrusion detection or by secure routing. De…