2 publications

• Published Subscription Review Article 21 Dec 2024

  Advanced Anomaly Detection in Cloud Infrastructures Using Deep Learning Algorithms

  By Harshvardhan Chunawala, Pratikkumar Chunawala

  Abstract: It is critical to guarantee the stability and security of cloud environments as cloud computing is becoming the backbone of contemporary IT infrastructures. Neglecting to quickly identify and resolve anomalies, which might point to security breaches, performance problems, or system breakdowns, can lead to disastrous outcomes. The increasing size and complexity of cloud infrastructures are challenging the effectiveness of traditional anomaly detection methods. These approaches often depend on rule-based systems …

  Published in Journal of Computer Technology & Applications · Vol. 16, Issue 1, 2025 · pp. 1–11 Read article →

• Published Subscription Review Article 4 Nov 2024

  A Framework for Privacy-preserving AI Models in Cloud Computing: Challenges and Solutions

  By Harshvardhan Chunawala, Pratikkumar Chunawala

  Abstract: The growing adoption of cloud computing for deploying artificial intelligence (AI) models has led to significant advancements in sectors such as healthcare, finance, and e-commerce. However, the integration of AI with cloud computing raises critical privacy concerns, particularly when handling sensitive data. This paper presents a comprehensive framework for implementing privacy-preserving AI models in cloud environments, addressing the unique challenges, and proposing effective solutions. The suggested framework employs advanced privacy-preserving …

  Published in Journal of Operating Systems Development & Trends · Vol. 11, Issue 3, 2024 · pp. 1–12 Read article →