Hybrid Storage & Data Migration Cost Optimization
Organizations like SecureCart often manage a mix of on-premises storage and cloud storage, requiring an efficient hybrid storage strategy and cost-effective data migration techniques. AWS provides several services to help businesses seamlessly integrate hybrid storage, reduce costs, and optimize data transfer between environments.
✔ Why SecureCart Needs Hybrid Storage & Data Migration Cost Optimization?
Minimizes cloud storage costs by only storing necessary data in AWS.
Provides a smooth transition for migrating workloads to AWS without downtime.
Optimizes data movement between on-premises storage and AWS for performance and cost efficiency.
Uses AWS hybrid storage solutions to extend on-premises storage into the cloud seamlessly.
🔹 Step 1: Understanding AWS Hybrid Storage Solutions
AWS offers multiple hybrid storage solutions to bridge on-premises storage with the cloud.
AWS Hybrid Storage Service
Purpose
Use Case
SecureCart Implementation
AWS Storage Gateway
Connects on-prem storage with AWS for seamless hybrid storage.
Backup and disaster recovery for on-prem systems.
SecureCart uses Tape Gateway for archival backup storage.
AWS DataSync
Accelerates online data transfer between on-prem and AWS.
Migrating large datasets from local storage to AWS.
SecureCart moves transactional logs to Amazon S3.
AWS Transfer Family
Secure FTP, SFTP, and FTPS file transfers to AWS.
Exchanging files with external partners securely.
SecureCart shares product catalogs with suppliers via SFTP.
Amazon FSx for Windows
Fully managed Windows file storage in AWS.
Extending on-prem Windows applications to AWS.
SecureCart integrates FSx for its ERP system.
Amazon FSx for Lustre
High-performance storage for analytics & ML workloads.
Running AI/ML workloads requiring high-speed storage.
SecureCart accelerates ML data processing with FSx Lustre.
✅ Best Practices: ✔ Use AWS Storage Gateway for hybrid cloud data synchronization. ✔ Use AWS DataSync for fast and secure on-prem to cloud data movement. ✔ Leverage Transfer Family for secure third-party file exchanges.
🔹 Step 2: SecureCart’s Hybrid Storage & Data Migration Strategy
✔ How SecureCart optimizes hybrid storage and migration costs:
Use Case
Hybrid Storage Solution
Cost Optimization Strategy
Migrating Product Images
AWS DataSync → S3 Standard
Uses DataSync to move high-resolution product images, then applies lifecycle policies for cost savings.
Storing Cold Data & Backups
Storage Gateway → S3 Glacier
Stores infrequently accessed backups in Glacier Deep Archive to reduce costs.
Syncing Local File Shares
Amazon FSx for Windows
Extends SecureCart’s on-prem Windows file storage to AWS while reducing on-prem hardware costs.
Securely Sharing Reports with Vendors
AWS Transfer Family (SFTP)
Eliminates the need for expensive on-prem SFTP solutions by using AWS Transfer Family.
✅ Best Practices: ✔ Use lifecycle policies to automatically archive cold data to S3 Glacier. ✔ Sync infrequently accessed shared files using Amazon FSx to avoid on-prem storage expansion. ✔ Use Transfer Family for secure file exchange without on-prem FTP servers.
🔹 Step 3: Cost Optimization for Data Migration
✔ Data migration can be expensive, but AWS provides cost-efficient strategies:
Data Migration Method
Cost Efficiency Strategy
SecureCart Implementation
AWS DataSync
Automates incremental transfers to reduce data transfer costs.
Syncs SecureCart’s order logs from on-prem to S3 only when changes occur.
AWS Snowball
Avoids high bandwidth costs by shipping large datasets physically.
Moves bulk historical SecureCart customer data to AWS.
S3 Transfer Acceleration
Uses AWS global edge locations to speed up S3 uploads.
Optimizes SecureCart’s global customer uploads to S3.
VPC Endpoints for S3
Eliminates NAT Gateway data transfer fees for internal workloads.
Ensures SecureCart’s analytics jobs running in AWS don’t incur outbound data costs.
✅ Best Practices: ✔ Use AWS DataSync for cost-effective incremental data replication. ✔ Use AWS Snowball instead of internet transfers for large migrations. ✔ Leverage VPC endpoints to avoid unnecessary data transfer costs.
🔹 Step 4: Monitoring & Managing Hybrid Storage & Data Migration Costs
✔ SecureCart ensures efficient storage and migration cost control with AWS tools:
AWS Cost Management Tool
Purpose
SecureCart Implementation
AWS Cost Explorer
Tracks and analyzes storage/migration costs.
Identifies SecureCart’s most expensive storage usage areas.
AWS Budgets
Sets limits on migration-related spending.
Notifies SecureCart when migration costs exceed budget.
AWS CloudWatch
Monitors data transfer rates and storage growth.
Alerts SecureCart when migration spikes unexpectedly.
✅ Best Practices: ✔ Regularly review AWS Cost Explorer for unexpected data transfer costs. ✔ Set AWS Budgets to monitor and limit storage migration expenses. ✔ Use AWS CloudWatch to track data sync and transfer patterns.
🚀 Summary
✔ Use AWS Storage Gateway, DataSync, and Transfer Family for hybrid storage integration. ✔ Optimize migration costs by choosing the right method (DataSync, Snowball, S3 Transfer Acceleration). ✔ Reduce storage costs by archiving cold data in S3 Glacier and optimizing EBS/EFS storage. ✔ Monitor data transfer and storage spending with AWS Cost Explorer, Budgets, and CloudWatch. ✔ Leverage Amazon FSx and AWS Storage Gateway to bridge on-prem workloads with AWS.
Scenario:
SecureCart operates in a hybrid cloud environment and must optimize data migration costs while securing data transfer.
Key Learning Objectives:
✅ Use AWS DataSync for cost-effective bulk data transfers ✅ Implement AWS Storage Gateway for hybrid storage solutions ✅ Optimize AWS Snowball for large-scale data migration
Hands-on Labs:
1️⃣ Use AWS DataSync to Transfer Large Data Sets Efficiently 2️⃣ Deploy AWS Storage Gateway to Extend On-Prem Storage to AWS 3️⃣ Migrate Large Data Volumes with AWS Snowball
🔹 Outcome: SecureCart optimizes hybrid storage and minimizes migration costs.
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