Interview Questions › Guesstimate
Estimate total number of cloud storage TB consumed globally annually
Estimate the total net new cloud storage data (in Terabytes / Petabytes / Zettabytes) generated, stored, and managed globally across major public cloud providers (AWS, Azure, GCP) annually.
Context
Driven by enterprise database backups, 4K video ingestion, AI model training datasets, IoT telemetry, and consumer cloud backups (iCloud/Google Photos).
Clarifying questions to ask first
- Are we measuring net new storage added in a year or cumulative total stored data? (Net new storage consumed annually).
- Does this include on-premise private data centers or public cloud only? (Public Cloud: AWS/Azure/GCP/Alibaba).
How to approach it
- Top-down by Public Cloud Market Revenue: Global Cloud IaaS/Storage Market (~$150B/year) / Average Cost per TB per Year (~$250/TB/yr including compute/redundancy)
- Bottom-up by Data Generators: Enterprise Workloads (Structured DBs + Logs + AI Datasets), Video/Media Streaming Repositories, and Consumer Cloud Backups
- Unit Conversion: 1 TB = 1,000 GB; 1 PB = 1,000 TB; 1 EB = 1,000 PB; 1 ZB = 1,000 EB
- Synthesize total stored cloud data in Exabytes / Zettabytes
Framework: Total Annual Cloud Storage (EB) = (Enterprise Cloud Data) + (Media/Streaming Archives) + (AI/IoT Telemetry) + (Consumer Cloud Backups)
Sample answer
- Enterprise Business Data & Logs: ~250 Exabytes/year
- Video/Social/Media Streaming (YouTube, Netflix, TikTok archives): ~350 Exabytes/year
- AI Training Datasets & IoT Sensor Telemetry: ~150 Exabytes/year
- Consumer Mobile Backups (Google Drive, iCloud): ~100 Exabytes/year
- Total Net New Cloud Storage = ~850 Exabytes/year (0.85 Zettabytes)
- 850 Exabytes = 850,000,000 Terabytes (850M TB) of net new cloud storage consumed annually across public cloud providers
Executive estimate: ~850 Million Terabytes (~850 Exabytes or ~0.85 ZB) of new cloud storage consumed annually across public cloud hyperscalers.
What interviewers look for
- Cloud Revenue to Storage Modeling
- Enterprise vs Consumer Storage Breakdown
- Data Growth Rate (~25-30% CAGR)
- Precision in Data Storage Units