StarTree Cloud

The User-Facing Real-Time Analytics Platform Powered by Apache Pinot™

What is StarTree Cloud?

StarTree Cloud is a fully-managed user-facing real-time analytics platform designed for OLAP at massive speed and scale, powered by Apache Pinot. StarTree Cloud provides enterprise-grade reliability and advanced capabilities such as tiered storage, plus additional indexes and connectors.

StarTree uses Apache Pinot’s highly-efficient columnar database format, which is ideal for fast analytical queries and efficient storage. It integrates seamlessly with transactional databases and event streaming platforms, ingesting data at millions of events per second and indexing it for lightning-fast query responses. StarTree Cloud is available on your favorite public cloud or for private SaaS deployment.

DISCOVER THE ADVANTAGES

Gain Critical Insights to Run Your Business in Real-Time

StarTree Cloud allows all your stakeholders to watch key performance indicators in real-time. Take immediate proactive action based on insights you gain from your data.

Integrate Event Streaming & Batch Data

StarTree Cloud integrates with event streaming systems like Apache Kafka. Seamlessly mix live streaming updates with batch data from your data warehouse or object stores.

High Performance at Scale

StarTree Cloud can ingest millions of events per second, generating blazing fast results on massively concurrent queries against petabytes without performance bottlenecks.

Fully-Managed Service

With StarTree Cloud you don’t need to worry about provisioning, scaling, operating, optimizing, or backing up your clusters. Your team can run lean and focus on your apps.

Tiered Storage to Optimize Cloud Performance & Spend

StarTree Cloud’s storage layer can span both highly performant local NVMe and cost-effective cloud object storage systems. Optimize your storage layout to meet your needs.

Fully Secure & Enterprise Ready

StarTree Cloud provides full data protection, including SSL/TLS & encrypted storage, Single Sign On (SSO), plus role-based (RBAC) & attribute-based (ABAC) access controls.

Flexible Deployment Options

Best in Class Performance at Scale

If you want to get up and running quickly but don’t have significant operational experience running your own cloud services, you’re in luck! You can run your analytical workloads using our fully managed, single-tenant Database-as-a-Service (DBaaS).

Bring Your Own Cloud (BYOC)

If you prefer to integrate your analytical workloads into your existing cloud infrastructure and applications, you can deploy StarTree Cloud in AWS, Google Cloud, or Microsoft Azure. It’s still fully managed, and in the environment you’re most comfortable using.

Applications Built on StarTree Cloud

StarTree Data Manager

Our no-code service ingests from data streaming services such as Apache Kafka and uploads batch data from data lakes or cloud object stores such as Amazon S3. Included for all StarTree Cloud users.

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StarTree ThirdEye

Real-time business anomaly detection allows you to conduct root cause analysis (RCA) and act effectively in minutes, not hours or days. StarTree ThirdEye is licensed separately.

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Start Your Journey for Free with Serverless

Experience the power of StarTree Serverless, a fully-managed cloud-native version of StarTree Cloud, available as a Free Tier. With StarTree Serverless, you can begin ingesting data and gaining insights immediately, without worrying about provisioning infrastructure or software.

Best of all, our Free Tier is available for as long as you need.

LEARN MORE SEE PRICING

Stripe Uses StarTree Cloud to Power Petabyte-Scale Financial Analysis

1 Trillion

Rows

1PB+

Data Size

< 1 s

Query Latency

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Case Study

Sovrn: Revolutionizing AdTech with Apache Pinot and Real-Time Analytics Powered by StarTree

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Advantages of StarTree Cloud

StarTree Cloud is powered by Apache Pinot, yet offers additional unique capabilities, and is made available as a fully-managed Database-as-a-Service (DBaaS). Here’s what’s unique about StarTree Cloud.

(BYOC, SaaS)

Apache Pinot Open Source

Fully Managed Database-as-a-Service (DBaaS) Self-serve provisioning Proactive capacity planning Software upgrades & updates Backups & restores Flexible deployment: Bring Your Own Cloud (BYOC) or Software-as-a-Service (SaaS)
Enterprise Support 24x7 staffing Proactive alerting & incident handling
Ingestion Service (StarTree Data Manager) Low-code/no-code workflow-based ingestion from all supported sources Advanced data modeling capabilities Highly scalable and elastic batch ingestion framework
Anomaly Detection (StarTree ThirdEye) Pluggable anomaly detection algorithms Alerts & notifications Root cause analysis (RCA)	Additional license
Cluster/Data Management
Table Utilities Schema evolution Add/remove indexes Optimize performance by changing segment profile
Real-Time Upserts Deletes Partial Upserts Compaction Configurable column comparison
StarTree Upserts Highly scalable and performant compared to general Upsert functionality Handle billions of primary keys per server without sacrificing performance
Fault Tolerant and Adaptive Segment Rebalance
Advanced Backfilling Capabilities (Both Continuous and Ad-Hoc)
AZ Aware Pinot Deployment
Query
Query-Time JOINs
Index Recommender Tool
Storage
Tiered Storage (Basic) Support different kardware SKUs (CPU optimized, memory optimized, and storage optimized) in the same cluster
Tiered Storage (Advanced) Support for Object Store in AWS and GCP
Ingestion Sources - Streaming
Apache Kafka
Confluent Cloud
Apache Pulsar
AWS Kinesis
Google PubSub
Azure Event Hub
Ingestion Sources - Batch
Apache Flink
Apache Hadoop
Apache Spark
AWS S3
Google GCS
Azure ADLS
Ingestion Sources - Data Warehouse
Snowflake
Delta Lake
Google BigQuery
Observability
Grafana Dashboards
Metrics Exporter Prometheus Datadog
Security & Compliance
Full Data Protection Data-in-motion encryption (TLS/SSL) Data-at-rest encryption (On-Disk)	Advanced	Basic
Single Sign On (SSO) Oauth2 / OIDC Okta, Azure AD, Google Auth
Compliance SOC 2 Type II GDPR / CCPA GDPR delete support