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Pulse is AI-powered observability and optimization for Hadoop and big data. It deploys as an overlay on what you already run — no code changes, no new hardware. End-to-end visibility, AI-assisted RCA, auto-remediation, chargeback, and YARN optimization across CDH, HDP, CDP, ODP, MapR, and hybrid environments.

ODP is a 100% open-source, Apache-aligned distribution for Hadoop modernization. Three migration paths off Cloudera. Up to 3× faster Spark with bundled Gluten + Velox. Modern engines included — Trino, Pinot, ClickHouse, Iceberg, Delta, Hudi. AI/ML native — JupyterHub, MLflow. Open security — Ranger, Knox, Kerberos. Deploy anywhere. Zero license fees.

No. Pulse installs as an overlay — no code changes, no application disruption. ODP migration follows three documented paths (in-place, sidecar, forklift), each with tested rollback. We don't cut over to production until rollback is validated on your workload.

Three paths. In-place reuses your existing cluster — 8-hour planned cutover window, rollback under 4 hours. Sidecar runs ODP alongside CDP for gradual job-by-job migration. Forklift stands up a fresh cluster for a full platform refresh. The 8-hour window is one-time, for the migration itself — not an ongoing operational cost. You pick the path that fits your timeline, risk, and budget.

Pulse deploys on-prem, in your cloud, in hybrid, on Kubernetes, or air-gapped. Your data never leaves your environment unless you choose otherwise. There's no required external control plane, no telemetry forwarded to a vendor cloud by default.

No. ODP ships Apache Ranger, Knox, and Kerberos — the same open-source stack most CDP installs are already built on. Ranger policies migrate directly. External KMS (HashiCorp Vault, AWS KMS, Azure Key Vault) integrates natively. If your security review takes longer than the migration, something's off with the review.

Yes. Pulse is sold and deployed independently. Most customers start with Pulse, validate the savings on their existing estate, then decide on ODP later — sometimes years later. No package deal. No commitment escalation.

Yes — especially then. Pulse is the bridge. It tells you exactly which workloads to migrate first, which to retire, and which are quietly costing you the most — so you move the right things in the right order, instead of flying blind. ODP also runs on cloud, hybrid, and Kubernetes, so nothing locks you to on-prem.

Fast. Most teams see their first unified multi-cluster view in days, with cost-attribution and tuning recommendations following shortly after. Auto-remediation and capacity forecasting compound the wins quarter over quarter. You'll have something to show your boss long before your CFO asks for it.

Pulse covers more — every major Hadoop distribution (not just CDP), AI-driven YARN optimization, full chargeback, auto-remediation playbooks (not just alerts), and native integration with ServiceNow, PagerDuty, and JIRA. If you only run CDP and only need basic diagnostics, the built-in is fine. If your estate is bigger or messier, Pulse is the difference.