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ODP Use Cases

Modernize Hadoop on a 100% open-source platform built for flexible deployment, phased migration, and enterprise-grade support — on your terms.

Trusted by the World’s Leading Enterprises

ODP at a Glance

100%
Open Source
Built entirely on Apache open-source Hadoop.
30+
OSS Components
Curated, tested, and validated for production.
3
Deployment Models
On-prem, cloud, and Kubernetes, with hybrid support.

How ODP Helps You

Every Hadoop modernization is different — rising cost, vendor constraints, aging clusters, migration uncertainty. ODP gives you an open foundation and a phased path that fits your reality, so you can move forward without lock-in, disruption, or compromise.

Move beyond legacy Hadoop without a forced rip-and-replace.
Current Challenge
Aging clusters slow innovation and inflate ops cost
Upgrades carry high risk with no easy rollback
Cloud and hybrid plans stall on a rigid foundation
Every path forward feels too disruptive to start
With ODP
Modernize on a 100% open-source Hadoop foundation
Upgrade in phases — in-place, sidecar, or forklift
Deploy on-prem, cloud, hybrid, or Kubernetes
Move on your timeline with validated rollback
Get more from the infrastructure you already run.
Current Challenge
Vendor roadmaps dictate your platform’s future
Licensing costs rise with every renewal cycle
Proprietary forks create compatibility friction
The longer you wait, the deeper the lock-in
With ODP
Move to stock Apache Hadoop — no forks, no patches
Cut licensing costs up to 50% — proven at scale
Migrate with a structured 4-phase approach
Own your roadmap, upgrades, and direction
Take back control of your architecture, upgrades, and platform strategy.
Current Challenge
Platform evolves on the vendor’s priorities, not yours
Upgrade timelines are imposed, not chosen
Proprietary layers block adoption of modern tools
Switching costs grow every year you stay
With ODP
Build on community-driven Apache — no proprietary gates
Deploy on-prem, cloud, hybrid, or Kubernetes
Control when and how your platform evolves
Integrate freely with open formats and tools
The flexibility of open source with the confidence of enterprise support.
Current Challenge
Unsupported open source creates real production risk
Component mismatches cause silent failures
No SLA means no safety net when workloads break
Teams spend more time maintaining than building
With ODP
Curated stack of 30+ components — tested and co-versioned
Enterprise support across the full open-source platform
Validated, production-ready architecture from day one
Free your team to build, not maintain
Cut total cost of ownership without sacrificing capability.
Current Challenge
Proprietary licensing creates a rising cost floor
Add-on pricing inflates spend on basic features
Budget pressure forces trade-offs with modernization
Vendor models reward lock-in, not efficiency
With Observability
Replace proprietary license costs with an open foundation
Boost Spark efficiency with Gluten + Velox acceleration
Match deployment model to your cost targets
Modernize incrementally — spend aligned to readiness
Pick the migration path that fits your environment, risk tolerance, and timeline.
Current Challenge
One-size-fits-all plans ignore real-world complexity
Big-bang transitions create avoidable downtime
Teams lack confidence in rollback when things break
Business and platform timelines rarely align
With ODP
Choose in-place, sidecar, or forklift migration
Move workloads in phases with validated rollback
Preserve existing security, IPs, ports, and connectivity
250+ test cases validated in production

Why ODP

Open by Design
Built on trusted, community-driven Apache technologies.
Flexible by Architecture
Run where and how your business needs.
Built for Control
Own your platform direction, upgrades, and future.

See ODP in Action

See how ODP helps modernize Hadoop with more flexibility, lower lock-in, and greater control.