Scaling Cloud-Based Transaction Systems: How Modern Architectures Handle Growing Demand DOI Open Access

Varshini Choudary Nuvvula -

International Journal of Scientific Research in Computer Science Engineering and Information Technology, Journal Year: 2024, Volume and Issue: 10(6), P. 1427 - 1438

Published: Dec. 7, 2024

This comprehensive article examines how modern cloud architectures handle the scaling challenges of transaction-based systems in today's digital economy. It explores evolution from traditional monolithic to sophisticated cloud-based solutions, analyzing various approaches, including vertical scaling, horizontal and autoscaling mechanisms. The investigates key components such as load balancing, distributed databases, implementation strategies that enable organizations maintain high performance reliability under growing demands. Through a detailed examination real-world implementations, demonstrates advanced leverage intelligent automation, predictive analytics, processing overcome limitations. Special attention is given financial technology e-commerce sectors, where system directly impacts business success. also addresses critical aspects fault tolerance, disaster recovery, cost optimization scaled environments.

Language: Английский

A Comprehensive Review of AI Techniques for Resource Management in Fog Computing: Trends, Challenges, and Future Directions DOI Creative Commons
Deafallah Alsadie

IEEE Access, Journal Year: 2024, Volume and Issue: 12, P. 118007 - 118059

Published: Jan. 1, 2024

Language: Английский

Citations

10
Investigating Intelligent Forecasting and Optimization in Electrical Power Systems: A Comprehensive Review of Techniques and Applications DOI Creative Commons
S.M. Sharifhosseini,

Taher Niknam,

M.H. Taabodi

et al.

Energies, Journal Year: 2024, Volume and Issue: 17(21), P. 5385 - 5385

Published: Oct. 29, 2024

Electrical power systems are the lifeblood of modern civilization, providing essential energy infrastructure that powers our homes, industries, and technologies. As world increasingly relies on electricity, incorporate renewable sources, challenges have become more complex, necessitating advanced forecasting optimization to ensure effective operation sustainability. This review paper provides a comprehensive overview electrical delves into crucial roles play in ensuring future The examines various methodologies from traditional statistical approaches machine learning techniques, it explores importance forecasting. Additionally, offers an in-depth look at problems including economic dispatch, unit commitment, optimal flow, network reconfiguration. Classical methods newer such as meta-heuristic algorithms artificial intelligence-based techniques discussed. Furthermore, integration optimization, demonstrating how accurate forecasts can enhance effectiveness algorithms. serves reference for engineers developing sophisticated leading changing consumer behaviors, addressing environmental concerns, reliable, efficient, sustainable future.

Language: Английский

Citations

1
Scaling Cloud-Based Transaction Systems: How Modern Architectures Handle Growing Demand DOI Open Access

Varshini Choudary Nuvvula -

International Journal of Scientific Research in Computer Science Engineering and Information Technology, Journal Year: 2024, Volume and Issue: 10(6), P. 1427 - 1438

Published: Dec. 7, 2024

This comprehensive article examines how modern cloud architectures handle the scaling challenges of transaction-based systems in today's digital economy. It explores evolution from traditional monolithic to sophisticated cloud-based solutions, analyzing various approaches, including vertical scaling, horizontal and autoscaling mechanisms. The investigates key components such as load balancing, distributed databases, implementation strategies that enable organizations maintain high performance reliability under growing demands. Through a detailed examination real-world implementations, demonstrates advanced leverage intelligent automation, predictive analytics, processing overcome limitations. Special attention is given financial technology e-commerce sectors, where system directly impacts business success. also addresses critical aspects fault tolerance, disaster recovery, cost optimization scaled environments.

Language: Английский

Citations

0