5 papers
Big Data Workload Profiling for Energy-Aware Cloud Resource Management
Milan Parikh, Aniket Abhishek Soni, Sneja Mitinbhai Shah +1
Cloud data centers face increasing pressure to reduce operational energy consumption as big data workloads continue to grow in scale and complexity. This paper presents a workload…
Reinforcement Learning for Dynamic Workflow Optimization in CI/CD Pipelines
Aniket Abhishek Soni, Milan Parikh, Rashi Nimesh Kumar Dhenia +3
Continuous Integration and Continuous Deployment (CI/CD) pipelines are central to modern software delivery, yet their static workflows often introduce inefficiencies as systems sca…
Dynamic Context Tuning for Retrieval-Augmented Generation: Enhancing Multi-Turn Planning and Tool Adaptation
Jubin Abhishek Soni, Amit Anand, Rajesh Kumar Pandey +1
Retrieval-Augmented Generation (RAG) has significantly advanced large language models (LLMs) by grounding their outputs in external tools and knowledge sources. However, existing R…
Combining Threat Intelligence with IoT Scanning to Predict Cyber Attack
Jubin Abhishek Soni, Amit Anand, Rajesh Kumar Pandey +1
While the Web has become a global platform for communication, malicious actors, including hackers and hacktivist groups, often disseminate ideological content and coordinate activi…
Improving Speech Recognition Accuracy Using Custom Language Models with the Vosk Toolkit
Aniket Abhishek Soni
Although speech recognition algorithms have developed quickly in recent years, achieving high transcription accuracy across diverse audio formats and acoustic environments remains…