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Optimization and Scaling

This discipline explores algorithms and techniques that enhance system performance, scalability, and resource utilization. It examines load balancing, distributed computing, and performance tuning. Optimization supports AI, big data, cloud computing, and real-time applications. It studies mathematical modeling, heuristics, and evolutionary algorithms. The field strengthens system reliability and efficiency in high-demand IT environments.
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Samvakti Journal of Research in Information Technology
- Optimization and Scaling
Conference Paper - A Brief Description on Optimization Techniques Mr Madhav Singh Solanki December 11, 2021 The optimization of large-scale issues is fraught with challenges. Multi-modality, dimensionality, and differentiability are the main challenges. Traditional methods often fail to tackle such large-scale issues, particularly when the goal functions... |
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Samvakti Journal of Research in Information Technology
- Optimization and Scaling
Conference Paper - A Brief Description on Optimization Techniques Mr Madhav Singh Solanki December 11, 2021 The optimization of large-scale issues is fraught with challenges. Multi-modality, dimensionality, and differentiability are the main challenges. Traditional methods often fail to tackle such large-scale issues, particularly when the goal functions... |
|
Samvakti Journal of Research in Information Technology
- Optimization and Scaling
Conference Paper - A Brief Description on Optimization Techniques Mr Madhav Singh Solanki December 11, 2021 The optimization of large-scale issues is fraught with challenges. Multi-modality, dimensionality, and differentiability are the main challenges. Traditional methods often fail to tackle such large-scale issues, particularly when the goal functions... |
Members of Editorial Board
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KCC Institute of Engineering and Technology KCC Institute of Engineering and Technology
2B, 2C, Vashishth Rd,
Knowledge Park III,
Greater Noida Uttar Pradesh 201310
India Member Since: Tue, 27th August 2024 |
Jwaharlal Nehru Government Engineering College Mandi (H.P)
India Member Since: Sat, 06th June 2020 |
Professor & Director ,
Computer Science and Engineering
Greater Noida Institute of Technology India Member Since: Fri, 26th September 2025 |
Members of Reviewer Board
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Shri Jagdishprasad Jhabarmal Tibrewala University Member Since: Wed, 15th April 2020 |
Career Point University Kota
India Member Since: Thu, 14th May 2020 |





