Samza

Samza

Apache Software Foundation
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About

Samza allows you to build stateful applications that process data in real-time from multiple sources including Apache Kafka. Battle-tested at scale, it supports flexible deployment options to run on YARN or as a standalone library. Samza provides extremely low latencies and high throughput to analyze your data instantly. Scales to several terabytes of state with features like incremental checkpoints and host-affinity. Samza is easy to operate with flexible deployment options - YARN, Kubernetes or standalone. Ability to run the same code to process both batch and streaming data. Integrates with several sources including Kafka, HDFS, AWS Kinesis, Azure Eventhubs, K-V stores and ElasticSearch.

About

StarTree, powered by Apache Pinot™, is a fully managed real-time analytics platform built for customer-facing applications that demand instant insights on the freshest data. Unlike traditional data warehouses or OLTP databases—optimized for back-office reporting or transactions—StarTree is engineered for real-time OLAP at true scale, meaning: - Data Volume: query performance sustained at petabyte scale - Ingest Rates: millions of events per second, continuously indexed for freshness - Concurrency: thousands to millions of simultaneous users served with sub-second latency With StarTree, businesses deliver always-fresh insights at interactive speed, enabling applications that personalize, monitor, and act in real time.

Platforms Supported

Windows Not Supported
Mac Not Supported
Linux Not Supported
Cloud Supported
On-Premises Not Supported
iPhone Not Supported
iPad Not Supported
Android Not Supported
Chromebook Not Supported

Platforms Supported

Windows Not Supported
Mac Not Supported
Linux Not Supported
Cloud Supported
On-Premises Supported
iPhone Not Supported
iPad Not Supported
Android Not Supported
Chromebook Not Supported

Audience

Anyone looking for a distributed stream processing framework

Audience

Companies with up to petabytes of data needing to run high queries-per-second (QPS) workloads

Support

Phone Support Not Supported
24/7 Live Support Not Supported
Online Supported

Support

Phone Support Not Supported
24/7 Live Support Supported
Online Supported

API

Offers API Not Supported

API

Offers API Supported

Screenshots and Videos

Screenshots and Videos

Pricing

No information available.
Free Version Not Supported
Free Trial Not Supported

Pricing

Free
StarTree offers flexible pricing plans for companies of any size, including a free forever tier.
Free Version Supported
Free Trial Supported

Reviews/Ratings

Overall 0.0 / 5
ease 0.0 / 5
features 0.0 / 5
design 0.0 / 5
support 0.0 / 5

This software hasn't been reviewed yet. Be the first to provide a review:

Review this Software

Reviews/Ratings

Overall 0.0 / 5
ease 0.0 / 5
features 0.0 / 5
design 0.0 / 5
support 0.0 / 5

This software hasn't been reviewed yet. Be the first to provide a review:

Review this Software

Training

Documentation Supported
Webinars Not Supported
Live Online Not Supported
In Person Not Supported

Training

Documentation Supported
Webinars Supported
Live Online Supported
In Person Supported

Company Information

Apache Software Foundation
Founded: 1999
United States
samza.apache.org

Company Information

StarTree
Founded: 2019
United States
www.startree.ai

Alternatives

Apache Beam

Apache Beam

Apache Software Foundation

Alternatives

CelerData Cloud

CelerData Cloud

CelerData
ksqlDB

ksqlDB

Confluent
Apache Kafka

Apache Kafka

The Apache Software Foundation
Condense

Condense

Zeliot

Categories

Categories

Big Data Features

Collaboration Not Supported
Data Blends Not Supported
Data Cleansing Not Supported
Data Mining Not Supported
Data Visualization Not Supported
Data Warehousing Not Supported
High Volume Processing Supported
No-Code Sandbox Not Supported
Predictive Analytics Not Supported
Templates Not Supported

Data Analysis Features

Data Discovery Not Supported
Data Visualization Not Supported
High Volume Processing Supported
Predictive Analytics Not Supported
Regression Analysis Not Supported
Sentiment Analysis Not Supported
Statistical Modeling Not Supported
Text Analytics Supported

Database Features

Backup and Recovery Supported
Creation / Development Not Supported
Data Migration Not Supported
Data Replication Not Supported
Data Search Supported
Data Security Supported
Database Conversion Not Supported
Mobile Access Not Supported
Monitoring Supported
NOSQL Not Supported
Performance Analysis Not Supported
Queries Supported
Relational Interface Supported
Virtualization Not Supported

Streaming Analytics Features

Data Enrichment Not Supported
Data Wrangling / Data Prep Not Supported
Multiple Data Source Support Not Supported
Process Automation Not Supported
Real-time Analysis / Reporting Supported
Visualization Dashboards Not Supported

Integrations

Apache Kafka Supported
Amazon Kinesis Not Supported
Amazon Redshift Not Supported
Amazon S3 Not Supported
Amazon Web Services (AWS) Supported
Apache Flink Not Supported
Apache Pinot Not Supported
Apache Pulsar Not Supported
Azure Event Hubs Supported
Confluent Not Supported
Databricks Not Supported
Delta Lake Not Supported
Elasticsearch Supported
Embeddable Not Supported
Google Cloud BigQuery Not Supported
Hadoop Not Supported
Microsoft Azure Not Supported
MySQL Not Supported
Snowflake Not Supported
Tableau Not Supported

Integrations

Apache Kafka Supported
Amazon Kinesis Supported
Amazon Redshift Supported
Amazon S3 Supported
Amazon Web Services (AWS) Not Supported
Apache Flink Supported
Apache Pinot Supported
Apache Pulsar Supported
Azure Event Hubs Not Supported
Confluent Supported
Databricks Supported
Delta Lake Supported
Elasticsearch Not Supported
Embeddable Supported
Google Cloud BigQuery Supported
Hadoop Supported
Microsoft Azure Supported
MySQL Supported
Snowflake Supported
Tableau Supported
Claim Samza and update features and information
Claim Samza and update features and information
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Claim StarTree and update features and information