Cloud-Based AI Business Analytics Platform

In the current generation that is flooded with data, organizations need stable platforms to process data sets and make insights. In this study, AWS CloudWatch, IAM, and VPC are highlighted as the means of achieving operational reliability and security of the Business Analytics Platform hosted on an EC2 instance. CloudWatch allows for real-time monitoring of core system parameters including CPU usage, memory, and disk, while the SNS system sends notifications for abnormal situations, therefore guaranteeing quick response and little or no disruption of service. The platform uses IAM roles to enable CloudWatch to collect data from EC2 metrics and works with a VPC to guarantee the security of the network configurations to protect data and the platform's functions. These cloud-native tools improve the system's scalability, security, and proactive handling of the system. Finance Analytics, Sales Analytics and Machine LearningBased Sales Analytics are some of the tools provided in the Business Analytics Platform which integrates advanced analytics with cloud monitoring and alerting for enhanced performance and decision-making for business entities with a strong focus on data.

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Publication Details

Published
2025-03-21
DOI
https://doi.org/10.1109/icsses64899.2025.11009645
Primary Topic
Big Data and Business Intelligence
Type
article
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article

Cloud-Based AI Business Analytics Platform

Sathyavarapu Sri Jaswanth, K Dinesh Kumar, B N Sukanth, Sreyas Ramesh et al.
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Big Data and Business Intelligence
article

Cloud-Based AI Business Analytics Platform

Sathyavarapu Sri Jaswanth, K Dinesh Kumar, B N Sukanth, Sreyas Ramesh, Naga Lakshmi Appana
article en

Abstract

In the current generation that is flooded with data, organizations need stable platforms to process data sets and make insights. In this study, AWS CloudWatch, IAM, and VPC are highlighted as the means of achieving operational reliability and security of the Business Analytics Platform hosted on an EC2 instance. CloudWatch allows for real-time monitoring of core system parameters including CPU usage, memory, and disk, while the SNS system sends notifications for abnormal situations, therefore guaranteeing quick response and little or no disruption of service. The platform uses IAM roles to enable CloudWatch to collect data from EC2 metrics and works with a VPC to guarantee the security of the network configurations to protect data and the platform's functions. These cloud-native tools improve the system's scalability, security, and proactive handling of the system. Finance Analytics, Sales Analytics and Machine LearningBased Sales Analytics are some of the tools provided in the Business Analytics Platform which integrates advanced analytics with cloud monitoring and alerting for enhanced performance and decision-making for business entities with a strong focus on data.

Amrita Vishwa Vidyapeetham (IN)
Industry, innovation and infrastructure
Openalex Percentile: Top 78%
Big Data and Business Intelligence
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Cloud-Based AI Business Analytics Platform — Sathyavarapu Sri Jaswanth, K Dinesh Kumar, et al. · (2025) | TGRS Research Map | TGRS