Automated metadata analysis beats 3.5B file scans
Manual scripts fail at scale. See how automated metadata analysis tagged 3.5 billion files to stop costly hardware refreshes at Manchester.
Marcus Chen
5 min readArticles by Marcus Chen
Marcus Chen
5 min read
Account regional namespaces: Fixing 18 years of S3 chaos
After 18 years, S3 fixes global collisions. I show how account regional namespaces and SCPs prevent naming conflicts for your 500 trillion objects.
Marcus Chen
14 min read
Unified file and block storage cuts AI data costs 35%
Stop paying 35% more for rigid storage. My take on how unified file and block storage on Google Cloud removes AI data friction.
Marcus Chen
7 min read
Wasabi acquires Lyve: My take on S3 lock-in risks
Wasabi's deal grants Seagate equity, not cash. With 2 independent S3 options now merged, architects must rethink vendor redundancy strategies today.
Marcus Chen
8 min read
S3 Files for Lambda: Direct Bucket Mounts Work
I tested S3 Files delivering 250,000 read IOPS per file system. See how this bridges object storage and native NFS for your clusters.
Marcus Chen
14 min read
S3 Files stop copy pipelines for 150GB genomes
Stop wasting hours on copy pipelines. S3 Files let tools like GATK4 read 150 GB sequences directly, eliminating version errors.
Marcus Chen
11 min read
Komprise Flash Stretch: Freeing 70% of capacity
With NAND flash prices up 60%, I show how to free 70% of primary capacity using intelligent tiering without vendor lock-in.
Marcus Chen
11 min read
Glue data quality via Terraform: Codify your checks
Learn how Terraform prevents configuration drift across 2 distinct validation modes, ensuring your data quality scores stay reproducible everywhere.
Marcus Chen
12 min read
Data sovereignty fails when US cloud controls metadata
Even with EU storage, US courts can access metadata indexes. Learn why legal jurisdiction overrides physical borders in this 4-scenario analysis.
Marcus Chen
13 min read
NetApp AIDE cuts AI vector storage growth by 20x
I analyze how NetApp AIDE handles the 10–20x vector storage surge by enriching metadata in place, avoiding costly data duplication.
Marcus Chen
9 min read
Object storage limits scale more than GPUs
With 91% of private AI relying on object storage, I explain why legacy systems fail at scale and how to fix bottlenecks.
Marcus Chen
8 min read
S3 at scale: 500T objects, same API after 20 years
AWS S3 now holds 500 trillion objects. I break down how the API stayed identical while the backend completely rewrote its storage mechanics.
Marcus Chen
9 min read
Object storage truth: Why Reddit avoids directories
I cut object storage costs from $250 to $5 monthly. Learn the flat namespace architecture powering Netflix and BBC's 25 petabyte migrations today.
Marcus Chen
13 min read
Object storage handles massive research datasets well
Moving 130 TB of Pi data required sustaining 2 Gbps throughput. Learn why decoupling compute from storage is critical for modern research.
Marcus Chen
13 min read
Amazon S3 Storage: 500 Trillion Objects Deep
AWS now handles 200M requests per second. I analyze how S3's 20-year API stability enables today's massive AI and genomics workloads.
Marcus Chen
12 min read
Account regional namespaces fix S3 naming collisions
AWS launched account regional namespaces on March 12, 2026. I explain how the new suffix format stops naming collisions in multi-region setups.
Marcus Chen
9 min read
Storage must evolve: Unify vector and graph data
With fewer than 10 percent of enterprises scaling AI, I explain why merging vector and graph models into active memory is the only path forward.
Marcus Chen
9 min read
Egress fees surprise teams: Stop the bleeding
With 49% of firms blowing budgets on hidden fees, I break down how egress charges and API ops erode AI ROI before training starts.
Marcus Chen
9 min readDisk Image Recovery: Lessons from 50+ Server Restores
After 50+ restores, I know disk images save days. Learn why byte-for-byte snapshots beat file backups for true disaster recovery.
Marcus Chen
13 min read
Direct Databricks access stops ETL copy loops
MinIO's March 3, 2026 launch enables direct Databricks queries on on-prem data, removing complex ETL pipelines entirely.
Marcus Chen
9 min read
Namespace naming fixes S3 collision headaches
After 18 years, AWS S3 finally drops global naming rules. Learn how account-regional namespaces let teams use simple prefixes like "logs" safely.
Marcus Chen
7 min read
Neocloud storage: Stop GPU stalls with 1 Tbps
B2 Neo hits 1 Tbps throughput to stop AI training stalls. I analyze why singletier architecture beats complex hyperscaler tiering for neoclouds.
Marcus Chen
8 min read
Whitelabel storage cuts GPU farm build time by 18 months
Stop wasting 18 months building storage. B2 Neo gives GPU farms a whitelabel S3 backend with 1 Tbitps throughput in just weeks.
Marcus Chen
6 min read
Kappa metadata fixes broken AI data pipelines
Gartner predicts 60% of AI initiatives will fail due to bad data. See how Kappa's serverless Python functions fix pipelines without moving petabytes.
Marcus Chen
8 min read
Storage bottlenecks kill AI: Fix the 80% compute trap
With 80% of early AI budgets burned on compute, storage became an afterthought. Learn why treating data as disposable breaks production pipelines today.
Marcus Chen
15 min read
Backup automation that survived our ransomware test
Manual fails under pressure. Learn how automated backups define strict RPOs and survive attacks with zero data loss gaps.
Marcus Chen
9 min read
Synology ActiveProtect cuts egress fees with Wasabi
The Feb 10, 2026 Synology-Wasabi deal removes egress fees. I explain how this native integration secures your offsite copies without API surprises.
Marcus Chen
8 min read
OpenSearch Ingestion: Stop Silent Data Loss Now
Stop silent data loss in serverless pipelines. Learn to set 4 distinct CloudWatch alarms across Source, Buffer, and Sink layers today.
Marcus Chen
12 min read
Why local uploads beat distance for R2 writes
See how local uploads reduce R2 Time to Last Byte from 2s to 500ms by writing data at the edge before async replication.
Marcus Chen
12 min read