Apache Ozone Consulting and Support Services
Build, migrate, and optimize your distributed object storage infrastructure with our professional Apache Ozone engineers.
24×7 Support Services
Enterprise Assurance with SLA-Backed Support
Experienced Apache Ozone Experts
Our support capabilities cover critical Ozone operations, including Ozone Manager HA configuration, Storage Container Manager (SCM) health and quorum management, performance tuning, and proactive monitoring. We also assist with issue resolution, cluster upgrades, security hardening, and Kubernetes-native deployments. With certified big data engineers, we provide continuous support and optimization to keep your Ozone data lake running efficiently, securely, and at scale.
End-to-end support for Apache Ozone, ensuring seamless deployment, migration, and optimization for a scalable and high-performing environment.
Ozone Architecture and Solution Design
We build end-to-end data storage strategies and cluster architectures aligned with your enterprise goals. Our team assesses your infrastructure, designs OM and SCM HA topologies, selects the right replication approach, and delivers precise capacity planning to future-proof your Ozone deployment.
HDFS to Apache Ozone Migration
Our experts manage the full migration lifecycle from dependency mapping and DistCp-based data transfer to Hive metastore remapping and phased cutover. Every step is validated for data integrity so your workloads continue running without disruption throughout the transition.
Ozone Cluster Deployment and Configuration
We deploy production-ready Ozone clusters across on-premises, cloud, and hybrid environments using Kubernetes manifests and Helm-based installation. Our engineers harden the S3 Gateway, tune DataNode pools, and configure the full service stack for secure, high-performance operations from day one.
Ozone AI/ML and Data Science Enablement
By integrating Ozone as the storage backbone for AI/ML pipelines, our experts connect Spark MLlib, MLflow, and Flink to S3-compatible feature stores and artifact repositories. Bucket-level versioning policies ensure reproducible training datasets across the full ML lifecycle.
Ozone Managed Services
Our managed services provide 24x7 cluster health monitoring, proactive under-replication detection, and capacity forecasting. Regular performance reviews and roadmap advisory sessions ensure your Ozone environment stays optimized, reliable, and ahead of growing data demands.
Ozone Data Integration and Pipeline Engineering
We integrate Ozone across your data stack by configuring NiFi and Kafka Connect sinks, Spark and SparkSQL via OFS and S3A connectors, and Hive and Tez metastore setups. S3-compatible clients like boto3 and s3cmd are migrated without requiring application code changes.
Ozone Data Lake and Lakehouse Architecture
We use Apache Ozone as the storage foundation for cloud-native data lakehouses, integrating Apache Iceberg, Delta Lake, and Apache Hudi. Multi-tenant namespace design and open table format schema evolution ensure your lakehouse scales cleanly as data volumes grow.
Ozone Security and Data Governance
Our experts secure your Ozone cluster with Kerberos authentication, Apache Ranger ACL policies, TLS/SSL in-transit encryption, and KMS-based at-rest encryption. GDPR-aligned audit logging and access controls ensure compliance with HIPAA, CCPA, and SOC 2 Type II requirements.
Ozone Health Check and Performance Audit
We analyze your Ozone cluster across OM, SCM, and DataNode layers to surface security gaps, performance bottlenecks, and cost inefficiencies. The audit covers RocksDB tuning, EC policy optimization, and container placement review, delivering a prioritized action plan to maximize reliability.
Data Analytics with Apache Ozone
Our experts connect Ozone to your analytics stack by integrating Apache Trino, Dremio, and Spark SQL query engines, enabling Ozone S3 Select for server-side filtering, and linking Apache Superset dashboards so teams can query petabyte-scale data directly and efficiently.
Ozone Monitoring with Managed Grafana
We instrument Prometheus-based metrics from the Ozone Manager, SCM, and DataNodes into custom Grafana dashboards built around your operational KPIs. Alerting rules for replication, latency, and capacity events are connected to PagerDuty, OpsGenie, and Slack for instant notification.
Version Upgrades and Patch Management
Our experts execute rolling Ozone upgrades in a precise sequence DataNodes first, then SCM quorum nodes, then OM followers, and finally the OM leader with a full compatibility matrix assessment, post-upgrade smoke testing, and a documented rollback plan to ensure zero risk to production data.
Ozone Architecture and Solution Design
We build end-to-end data storage strategies and cluster architectures aligned with your enterprise goals. Our team assesses your infrastructure, designs OM and SCM HA topologies, selects the right replication approach, and delivers precise capacity planning to future-proof your Ozone deployment.
HDFS to Apache Ozone Migration
Our experts manage the full migration lifecycle from dependency mapping and DistCp-based data transfer to Hive metastore remapping and phased cutover. Every step is validated for data integrity so your workloads continue running without disruption throughout the transition.
Ozone Cluster Deployment and Configuration
We deploy production-ready Ozone clusters across on-premises, cloud, and hybrid environments using Kubernetes manifests and Helm-based installation. Our engineers harden the S3 Gateway, tune DataNode pools, and configure the full service stack for secure, high-performance operations from day one.
Ozone AI/ML and Data Science Enablement
By integrating Ozone as the storage backbone for AI/ML pipelines, our experts connect Spark MLlib, MLflow, and Flink to S3-compatible feature stores and artifact repositories. Bucket-level versioning policies ensure reproducible training datasets across the full ML lifecycle.
Ozone Managed Services
Our managed services provide 24x7 cluster health monitoring, proactive under-replication detection, and capacity forecasting. Regular performance reviews and roadmap advisory sessions ensure your Ozone environment stays optimized, reliable, and ahead of growing data demands.
Ozone Data Integration and Pipeline Engineering
We integrate Ozone across your data stack by configuring NiFi and Kafka Connect sinks, Spark and SparkSQL via OFS and S3A connectors, and Hive and Tez metastore setups. S3-compatible clients like boto3 and s3cmd are migrated without requiring application code changes.
Ozone Data Lake and Lakehouse Architecture
We use Apache Ozone as the storage foundation for cloud-native data lakehouses, integrating Apache Iceberg, Delta Lake, and Apache Hudi. Multi-tenant namespace design and open table format schema evolution ensure your lakehouse scales cleanly as data volumes grow.
Ozone Security and Data Governance
Our experts secure your Ozone cluster with Kerberos authentication, Apache Ranger ACL policies, TLS/SSL in-transit encryption, and KMS-based at-rest encryption. GDPR-aligned audit logging and access controls ensure compliance with HIPAA, CCPA, and SOC 2 Type II requirements.
Ozone Health Check and Performance Audit
We analyze your Ozone cluster across OM, SCM, and DataNode layers to surface security gaps, performance bottlenecks, and cost inefficiencies. The audit covers RocksDB tuning, EC policy optimization, and container placement review, delivering a prioritized action plan to maximize reliability.
Data Analytics with Apache Ozone
Our experts connect Ozone to your analytics stack by integrating Apache Trino, Dremio, and Spark SQL query engines, enabling Ozone S3 Select for server-side filtering, and linking Apache Superset dashboards so teams can query petabyte-scale data directly and efficiently.
Ozone Monitoring with Managed Grafana
We instrument Prometheus-based metrics from the Ozone Manager, SCM, and DataNodes into custom Grafana dashboards built around your operational KPIs. Alerting rules for replication, latency, and capacity events are connected to PagerDuty, OpsGenie, and Slack for instant notification.
Version Upgrades and Patch Management
Our experts execute rolling Ozone upgrades in a precise sequence DataNodes first, then SCM quorum nodes, then OM followers, and finally the OM leader with a full compatibility matrix assessment, post-upgrade smoke testing, and a documented rollback plan to ensure zero risk to production data.
High-Throughput Performance
Apache Ratis-based Raft pipelines deliver strongly consistent, high-throughput sequential writes, making Ozone well-suited for large-file streaming ingestion, batch ETL, and analytics workloads.
Up to 50% Storage Cost Reduction
Erasure Coding with RS(6,3) halves storage overhead compared to 3x HDFS replication, directly lowering infrastructure spend at scale.
S3-Compatible API
Leverage existing S3 SDKs, AWS CLI, and applications out of the box, simplifying hybrid and multi-cloud storage unification without code changes.
Petabyte-Scale Storage
Store billions of objects across petabytes with RocksDB-backed metadata decoupled from data nodes, eliminating HDFS NameNode heap limits.
Robust Security and Compliance
End-to-end Kerberos, Apache Ranger ACLs, TLS encryption, and KMS key management for GDPR, HIPAA, and SOC 2 compliance-grade security.
Cloud-Native and Kubernetes Ready
Deploy Apache Ozone on Kubernetes using Helm charts and native manifests, enabling both Hadoop and cloud-native applications to access the same storage layer through S3 and OFS interfaces.
True Multi-Tenant Architecture
Volumes, Buckets, and fine-grained ACLs deliver isolated namespaces for multiple business units on shared infrastructure.
12+
Years of IT Expertise
Ozone Professionals with Advanced Expertise
24×7
Support Throughout Project
Experienced in Security and Compliance
Improved Performance via Tailored Optimizations
ISO 27001, SOC 2 Type II, and GDPR Compliant
Global Presence
Customized Solutions with Integration Capabilities
Improved Performance via Tailored Optimizations
Migration Expertise for Smooth Data Transitions
We develop a competitive edge for different industrial verticals with Apache Ozone consulting and support services.
Healthcare
Retail & E-Commerce
Logistics and Supply Chain
Education
Financial Services
Manufacturing
Public Sector
Media and Entertainment
IT Industry
Telecom
What is Apache Ozone and how does it differ from HDFS?
Ozone separates namespace (Ozone Manager) from block management (SCM and HDDS), removing the HDFS NameNode bottleneck. It supports billions of objects, uses container-level replication for 40x fewer SCM reports, and includes a built-in S3 Gateway.
What are the core components of an Apache Ozone cluster?
Ozone Manager (Volumes, Buckets, Keys namespace), Storage Container Manager (container lifecycle and pipelines), DataNodes (5 GB HDDS containers), S3 Gateway (S3 REST API), and Recon (async observability). OM and SCM use Apache Ratis for HA and RocksDB for metadata.
Can you help us migrate from HDFS to Apache Ozone?
Yes. We use Ozone DistCp and ofs:// to move data and re-wire Spark, Hive, and MapReduce jobs without code changes. Our program covers namespace mapping, pipeline validation, SCM replication checks, and before-and-after benchmarking.
Does Apache Ozone support existing S3 applications?
Yes. The built-in S3 Gateway implements the S3 REST protocol so existing S3 applications and SDKs work against Ozone without any code changes. Ozone Bucket names map directly to S3 bucket semantics.
What replication options does Apache Ozone provide?
Two strategies, configurable per bucket or object. Ratis replication gives 3-way synchronous replication via the Raft protocol. Erasure Coding (Reed-Solomon) reduces storage overhead while maintaining the same durability level.
How is security handled in Apache Ozone?
SCM bootstraps as a Certificate Authority and issues TLS certificates to OM, DataNodes, and the S3 Gateway. Kerberos handles authentication; ACLs enforce access at Volume, Bucket, and Key levels. Delegation and block tokens enable high-throughput access without repeated Kerberos round-trips.
