Optimizing Performance in AWS-Based Cloud Services through Concurrency Management
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Abstract
With the increasing adoption of cloud computing services, the need for optimizing performance in cloud environments, particularly in AWS-based services, has become critical. Concurrency management plays a pivotal role in enhancing the efficiency and responsiveness of cloud systems. This paper explores the techniques and strategies for managing concurrency in AWS-based cloud services to optimize performance. AWS provides a wide array of scalable and elastic resources, but effective concurrency management is required to avoid bottlenecks, ensure smooth execution of tasks, and improve overall system throughput. The study examines key AWS services such as AWS Lambda, Amazon EC2, and Amazon S3, analyzing how concurrency control in these services can reduce latency and enhance service scalability. Furthermore, the paper discusses the use of parallel processing, load balancing, and auto-scaling techniques to improve the allocation of resources and manage concurrent requests. Additionally, the paper highlights challenges associated with concurrency in distributed cloud systems, including contention, synchronization issues, and resource contention, and proposes best practices for addressing these concerns. Through real-world case studies and performance benchmarks, the paper demonstrates the impact of optimized concurrency management on system performance, providing actionable insights for cloud architects and engineers. This research underscores the importance of concurrency management in AWS-based cloud services and offers a comprehensive framework for enhancing the performance and reliability of cloud-hosted applications.
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References
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• Balasubramaniam, Vanitha Sivasankaran, Archit Joshi, Krishna Kishor Tirupati, Akshun Chhapola, and Shalu Jain. (2022). The Role of SAP in Streamlining Enterprise Processes: A Case Study. International Journal of General Engineering and Technology (IJGET) 11(1):9–48.
• Chamarthy, Shyamakrishna Siddharth, Phanindra Kumar Kankanampati, Abhishek Tangudu, Ojaswin Tharan, Arpit Jain, and Om Goel. 2022. Development of Data Acquisition Systems for Remote Patient Monitoring. International Journal of Applied Mathematics & Statistical Sciences (IJAMSS) 11(1):107–132. ISSN (P): 2319–3972; ISSN (E): 2319–3980.
• Byri, Ashvini, Ravi Kiran Pagidi, Aravind Ayyagari, Punit Goel, Arpit Jain, and Satendra Pal Singh. 2022. Performance Testing Methodologies for DDR Memory Validation. International Journal of Applied Mathematics & Statistical Sciences (IJAMSS) 11(1):133–158. ISSN (P): 2319–3972, ISSN (E): 2319–3980.
• Kshirsagar, Rajas Paresh, Kshirsagar, Santhosh Vijayabaskar, Bipin Gajbhiye, Om Goel, Prof.(Dr.) Arpit Jain, & Prof.(Dr) Punit Goel. (2022). Optimizing Auction Based Programmatic Media Buying for Retail Media Networks. Universal Research Reports, 9(4), 675–716. https://doi.org/10.36676/urr.v9.i4.1398
• Kshirsagar, Rajas Paresh, Shashwat Agrawal, Swetha Singiri, Akshun Chhapola, Om Goel, and Shalu Jain. (2022). Revenue Growth Strategies through Auction Based Display Advertising. International Journal of Research in Modern Engineering and Emerging Technology, 10(8):30. Retrieved October 3, 2024. http://www.ijrmeet.org
• Kshirsagar, Rajas Paresh, Siddhey Mahadik, Shanmukha Eeti, Om Goel, Shalu Jain, and Raghav Agarwal. (2022). Enhancing Sourcing and Contracts Management Through Digital Transformation. Universal Research Reports, 9(4), 496–519. https://doi.org/10.36676/urr.v9.i4.1382
• Kshirsagar, Rajas Paresh, Rahul Arulkumaran, Shreyas Mahimkar, Aayush Jain, Dr. Shakeb Khan, Innovative Approaches to Header Bidding The NEO Platform, IJRAR - International Journal of Research and Analytical Reviews (IJRAR), E-ISSN 2348-1269, P- ISSN 2349-5138, Volume.9, Issue 3, Page No pp.354-368, August 2022. Available at: http://www.ijrar.org/IJRAR22C3168.pdf
• Arth Dave, Raja Kumar Kolli, Chandrasekhara Mokkapati, Om Goel, Dr. Shakeb Khan, & Prof. (Dr.) Arpit Jain. (2022). Techniques for Enhancing User Engagement through Personalized Ads on Streaming Platforms. Universal Research Reports, 9(3), 196–218. https://doi.org/10.36676/urr.v9.i3.1390
• Kumar, Ashish, Rajas Paresh Kshirsagar, Vishwasrao Salunkhe, Pandi Kirupa Gopalakrishna, Punit Goel, and Satendra Pal Singh. (2022). Enhancing ROI Through AI Powered Customer Interaction Models. International Journal of Applied Mathematics & Statistical Sciences (IJAMSS), 11(1):79–106.
• Kankanampati, Phanindra Kumar, Pramod Kumar Voola, Amit Mangal, Prof. (Dr) Punit Goel, Aayush Jain, and Dr. S.P. Singh. (2022). Customizing Procurement Solutions for Complex Supply Chains: Challenges and Solutions. International Journal of Research in Modern Engineering and Emerging Technology, 10(8):50. Retrieved https://www.ijrmeet.org
• Phanindra Kumar, Venudhar Rao Hajari, Abhishek Tangudu, Raghav Agarwal, Shalu Jain, & Aayush Jain. (2022). Streamlining Procurement Processes with SAP Ariba: A Case Study. Universal Research Reports, 9(4), 603–620. https://doi.org/10.36676/urr.v9.i4.1395
• Phanindra Kumar, Shashwat Agrawal, Swetha Singiri, Akshun Chhapola, Om Goel, Shalu Jain, The Role of APIs and Web Services in Modern Procurement Systems, IJRAR - International Journal of Research and Analytical Reviews (IJRAR), E-ISSN 2348-1269, P- ISSN 2349-5138, Volume.9, Issue 3, Page No pp.292-307, August 2022. Available at: http://www.ijrar.org/IJRAR22C3164.pdf
• Vadlamani, Satish, Raja Kumar Kolli, Chandrasekhara Mokkapati, Om Goel, Dr. Shakeb Khan, & Prof.(Dr.) Arpit Jain. (2022). Enhancing Corporate Finance Data Management Using Databricks And Snowflake. Universal Research Reports, 9(4), 682–602. https://doi.org/10.36676/urr.v9.i4.1394
• Sivasankaran Balasubramaniam, Vanitha, S. P. Singh, Sivaprasad Nadukuru, Shalu Jain, Raghav Agarwal, and Alok Gupta. (2022). Integrating Human Resources Management with IT Project Management for Better Outcomes. International Journal of Computer Science and Engineering 11(1):141–164. ISSN (P): 2278–9960; ISSN (E): 2278–9979.
• Archit Joshi, Vishwas Rao Salunkhe, Shashwat Agrawal, Prof.(Dr) Punit Goel, & Vikhyat Gupta. (2022). Optimizing Ad Performance Through Direct Links and Native Browser Destinations. International Journal for Research Publication and Seminar, 13(5), 538–571.
• Dave, Arth, Jaswanth Alahari, Aravind Ayyagari, Punit Goel, Arpit Jain, and Aman Shrivastav. 2023. Privacy Concerns and Solutions in Personalized Advertising on Digital Platforms. International Journal of General Engineering and Technology, 12(2):1–24. IASET. ISSN (P): 2278–9928; ISSN (E): 2278–9936.
• Saoji, Mahika, Ojaswin Tharan, Chinmay Pingulkar, S. P. Singh, Punit Goel, and Raghav Agarwal. 2023. The Gut-Brain Connection and Neurodegenerative Diseases: Rethinking Treatment Options. International Journal of General Engineering and Technology (IJGET), 12(2):145–166.
• Saoji, Mahika, Siddhey Mahadik, Fnu Antara, Aman Shrivastav, Shalu Jain, and Sangeet Vashishtha. 2023. Organoids and Personalized Medicine: Tailoring Treatments to You. International Journal of Research in Modern Engineering and Emerging Technology, 11(8):1. Retrieved October 14, 2024 (https://www.ijrmeet.org).
• Kumar, Ashish, Archit Joshi, FNU Antara, Satendra Pal Singh, Om Goel, and Pandi Kirupa Gopalakrishna. 2023. Leveraging Artificial Intelligence to Enhance Customer Engagement and Upsell Opportunities. International Journal of Computer Science and Engineering (IJCSE), 12(2):89–114.
• Chamarthy, Shyamakrishna Siddharth, Pronoy Chopra, Shanmukha Eeti, Om Goel, Arpit Jain, and Punit Goel. 2023. Real-Time Data Acquisition in Medical Devices for Respiratory Health Monitoring. International Journal of Computer Science and Engineering (IJCSE), 12(2):89–114.
• Vanitha Sivasankaran Balasubramaniam, Rahul Arulkumaran, Nishit Agarwal, Anshika Aggarwal, & Prof.(Dr) Punit Goel. (2023). Leveraging Data Analysis Tools for Enhanced Project Decision Making. Universal Research Reports, 10(2), 712–737. https://doi.org/10.36676/urr.v10.i2.1376
• Balasubramaniam, Vanitha Sivasankaran, Pattabi Rama Rao Thumati, Pavan Kanchi, Raghav Agarwal, Om Goel, and Er. Aman Shrivastav. (2023). Evaluating the Impact of Agile and Waterfall Methodologies in Large Scale IT Projects. International Journal of Progressive Research in Engineering Management and Science 3(12): 397-412. DOI: https://www.doi.org/10.58257/IJPREMS32363.
• Archit Joshi, Rahul Arulkumaran, Nishit Agarwal, Anshika Aggarwal, Prof.(Dr) Punit Goel, & Dr. Alok Gupta. (2023). Cross Market Monetization Strategies Using Google Mobile Ads. Innovative Research Thoughts, 9(1), 480–507.
• Archit Joshi, Murali Mohana Krishna Dandu, Vanitha Sivasankaran, A Renuka, & Om Goel. (2023). Improving Delivery App User Experience with Tailored Search Features. Universal Research Reports, 10(2), 611–638.
• Krishna Kishor Tirupati, Murali Mohana Krishna Dandu, Vanitha Sivasankaran Balasubramaniam, A Renuka, & Om Goel. (2023). End to End Development and Deployment of Predictive Models Using Azure Synapse Analytics. Innovative Research Thoughts, 9(1), 508–537.
• Krishna Kishor Tirupati, Archit Joshi, Dr S P Singh, Akshun Chhapola, Shalu Jain, & Dr. Alok Gupta. (2023). Leveraging Power BI for Enhanced Data Visualization and Business Intelligence. Universal Research Reports, 10(2), 676–711.
• Krishna Kishor Tirupati, Dr S P Singh, Sivaprasad Nadukuru, Shalu Jain, & Raghav Agarwal. (2023). Improving Database Performance with SQL Server Optimization Techniques. Modern Dynamics: Mathematical Progressions, 1(2), 450–494.
• Krishna Kishor Tirupati, Shreyas Mahimkar, Sumit Shekhar, Om Goel, Arpit Jain, and Alok Gupta. (2023). Advanced Techniques for Data Integration and Management Using Azure Logic Apps and ADF. International Journal of Progressive Research in Engineering Management and Science 3(12):460–475.
• Sivaprasad Nadukuru, Archit Joshi, Shalu Jain, Krishna Kishor Tirupati, & Akshun Chhapola. (2023). Advanced Techniques in SAP SD Customization for Pricing and Billing. Innovative Research Thoughts, 9(1), 421–449. DOI: 10.36676/irt.v9.i1.1496
• Sivaprasad Nadukuru, Dr S P Singh, Shalu Jain, Om Goel, & Raghav Agarwal. (2023). Implementing SAP Hybris for E commerce Solutions in Global Enterprises. Universal Research Reports, 10(2), 639–675. DOI: 10.36676/urr.v10.i2.1374
• Nadukuru, Sivaprasad, Venkata Ramanaiah Chintha, Vishesh Narendra Pamadi, Punit Goel, Vikhyat Gupta, and Om Goel. (2023). SAP Pricing Procedures Configuration and Optimization Strategies. International Journal of Progressive Research in Engineering Management and Science, 3(12):428–443. DOI: https://www.doi.org/10.58257/IJPREMS32370
• Pagidi, Ravi Kiran, Shashwat Agrawal, Swetha Singiri, Akshun Chhapola, Om Goel, and Shalu Jain. (2023). Real-Time Data Processing with Azure Event Hub and Streaming Analytics. International Journal of General Engineering and Technology (IJGET) 12(2):1–24.
• Mallela, Indra Reddy, Nishit Agarwal, Shanmukha Eeti, Om Goel, Arpit Jain, and Punit Goel. 2024. Predictive Modeling for Credit Risk: A Comparative Study of Techniques. International Journal of Current Science (IJCSPUB) 14(1):447. © 2024 IJCSPUB. Retrieved from https://www.ijcspub.org.
• Mallela, Indra Reddy, Archit Joshi, FNU Antara, Dr. Satendra Pal Singh, Om Goel, and Ojaswin Tharan. 2024. Model Risk Management for Financial Crimes: A Comprehensive Approach. International Journal of Worldwide Engineering Research 2(10):1-17.
• Sandhyarani Ganipaneni, Ravi Kiran Pagidi, Aravind Ayyagari, Prof.(Dr) Punit Goel, Prof.(Dr.) Arpit Jain, & Dr Satendra Pal Singh. 2024. Machine Learning for SAP Data Processing and Workflow Automation. Darpan International Research Analysis, 12(3), 744–775. https://doi.org/10.36676/dira.v12.i3.131
• Ganipaneni, Sandhyarani, Satish Vadlamani, Ashish Kumar, Om Goel, Pandi Kirupa Gopalakrishna, and Raghav Agarwal. 2024. Leveraging SAP CDS Views for Real-Time Data Analysis. International Journal of Research in Modern Engineering and Emerging Technology (IJRMEET) 12(10):67. Retrieved October, 2024 (https://www.ijrmeet.org).
• Ganipaneni, Sandhyarani, Murali Mohana Krishna Dandu, Raja Kumar Kolli, Satendra Pal Singh, Punit Goel, and Om Goel. 2024. Automation in SAP Business Processes Using Fiori and UI5 Applications. International Journal of Current Science (IJCSPUB) 14(1):432. Retrieved from www.ijcspub.org.
• Chamarthy, Shyamakrishna Siddharth, Archit Joshi, Fnu Antara, Satendra Pal Singh, Om Goel, and Shalu Jain. 2024. Predictive Algorithms for Ticket Pricing Optimization in Sports Analytics. International Journal of Research in Modern Engineering and Emerging Technology (IJRMEET) 12(10):20. Retrieved October, 2024 (https://www.ijrmeet.org).
• Siddharth, Shyamakrishna Chamarthy, Krishna Kishor Tirupati, Pronoy Chopra, Ojaswin Tharan, Shalu Jain, and Prof. (Dr) Sangeet Vashishtha. 2024. Closed Loop Feedback Control Systems in Emergency Ventilators. International Journal of Current Science (IJCSPUB) 14(1):418. doi:10.5281/zenodo.IJCSP24A1159.
• Chamarthy, Shyamakrishna Siddharth, Sivaprasad Nadukuru, Swetha Singiri, Om Goel, Prof. (Dr.) Arpit Jain, and Pandi Kirupa Gopalakrishna. 2024. Using Kalman Filters for Meteorite Tracking and Prediction: A Study. International Journal of Worldwide Engineering Research 2(10):36-51. doi: 10.1234/ijwer.2024.10.5.212.
• Chamarthy, Shyamakrishna Siddharth, Sneha Aravind, Raja Kumar Kolli, Satendra Pal Singh, Punit Goel, and Om Goel. 2024. Advanced Applications of Robotics, AI, and Data Analytics in Healthcare and Sports. International Journal of Business and General Management (IJBGM) 13(1):63–88.