Overview
OneData Software’s Data Analytics – Amazon S3 offering forms the backbone of its AWS-based analytics architecture, transforming Amazon S3 into a governed, high-performance data lake tailored to enterprise use cases.
⚙️ Core Capabilities
Scalable Data Lake Architecture OneData configures centralized S3 data lakes to: • Store diverse formats (CSV, JSON, Parquet, ORC, Avro) • Support schema-on-read via Athena and Redshift Spectrum • Enable fine-grained access with AWS Lake Formation
Automated Data Ingestion & Preparation Data is sourced from: • IoT sensors, ERP/CRM platforms, application logs, external APIs • Real-time and batch pipelines using AWS Glue, Kinesis, and Lambda • Transformed, cataloged, and tagged using AWS Glue Data Catalog
Analytics, BI & Machine Learning S3 is integrated with: • Amazon Athena for ad hoc SQL querying • Amazon QuickSight for dashboard creation and natural language Q&A • Amazon SageMaker for ML model training and prediction • Redshift for advanced analytical workloads
Security, Governance & Compliance Enterprise-grade controls include: • Encryption at rest & in transit (AWS KMS) • IAM and ACL-based access control • Row/column-level permissions • Compliance alignment with HIPAA, PCI DSS, ISO 27001, and GDPR
Performance & Cost Optimization OneData implements: • Tiered storage (Standard, Glacier, Express One Zone, Intelligent-Tiering) • Partitioning & compression to accelerate queries and reduce spend • Lifecycle policies for archive and retention • Cost visibility via CloudWatch and AWS Cost Explorer
Real-Time & Historical Use Cases • Retail: Purchase trends, inventory optimization • Healthcare: Patient record analytics, compliance audit trails • Finance: Log analysis, fraud detection • Manufacturing: Sensor telemetry, quality assurance metrics
Managed Analytics Services • Data lake maintenance and schema evolution • Metadata curation and governance dashboards • Real-time alerts, reporting, and ETL pipeline orchestration • Monitoring, tuning, and lifecycle cost control
Highlights
- • Amazon S3 • Scalable Object Storage • Centralized Data Lake • Schema-on-Read • AWS Glue Data Catalog
- • Tiered Storage Classes (Glacier, Standard) • Serverless Analytics • Athena & Redshift Spectrum • Partitioning & Compression • Real-Time Analytics • ETL Pipeline Automation • Log & Telemetry Analysis
- • QuickSight BI Dashboards • SageMaker ML Integration • IAM & ACL Access Control • Encryption (KMS) • Metadata Governance • Lifecycle Management • Compliance Monitoring (HIPAA, PCI DSS, ISO)
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