Overview
Ingest any kind of categorical data through a REST API for a real-time score of its novelty. Immediately find anomalies that are hiding in a high-volume stream of data. Each observation is evaluated for novelty, using context to reducing false positives, and providing an explanation of what makes the observation so unusual.
- Real-time ingestion of streaming or batch data-even combined batch and streaming.
- Categorical data: strings, names, numbers, file paths, etc. No need to convert to numbers.
- Get more than just the anomaly score, get an explanantion why it's anomalous!
- Visualize your dataset to understand common trends and outliers.
- Great for small data of dozens of observatons, all the way up to large data streams in the trillions.
- Run many different anomaly detection streams through the same container, each separated into their own context.
- Deployed as a container for easy integration into applications.
- Choose how sensitive the anomaly detection should be using well-distributed scores.
- Simple operation and management.
- Complete and interactive API documentation is included in the container.
Turn high-volume data into high-value data in real-time with thatDot Streaming Anomaly Detector.
Highlights
- An API for Real-time Novelty Detection on Non-Numeric Data
- Contextual Anomaly Detection to Dramatically Reduce False Positives
- Each API call returns rich details about your observation: novelty score, probability, Information Content, and more. Beyond just a score, you can understand WHY the observation is so unusual.
Details
Pricing
Dimension | Cost/unit |
---|---|
Observations up to 100,000 | $0.00 |
Observations 100,001 - 1,000,000 (per 100K observations) | $150.00 |
Observations 1,000,001 - 2,000,000 (per 100K observations) | $125.00 |
Observations 2,000,001 - 5,000,000 (per 100K observations) | $100.00 |
Observations 5,000,001 - 10,000,000 (per 100K observations) | $60.00 |
Observations 10,000,001+ (per 100K observations) | $25.00 |
Vendor refund policy
Refunds are not supported, but you can cancel at any time.
Legal
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Content disclaimer
Delivery details
thatDot Novelty
- Amazon ECS
- Amazon EKS
Container image
Containers are lightweight, portable execution environments that wrap server application software in a filesystem that includes everything it needs to run. Container applications run on supported container runtimes and orchestration services, such as Amazon Elastic Container Service (Amazon ECS) or Amazon Elastic Kubernetes Service (Amazon EKS). Both eliminate the need for you to install and operate your own container orchestration software by managing and scheduling containers on a scalable cluster of virtual machines.
Version release notes
Release Novelty 0.13.5
Enhancements
- Normalize logging and error messages which timeout for ExactlyOnceAsks
- Add timers for node sleeps and node wakes
- Standardize logging framework to slf4j/logback
Bugfixes
- Fix "Promise already completed" warning that could occur when sending [ask] messages
- Fix rare race condition in node messaging
- Account for node lifecycle in node size histograms
- Fix some scenarios where ingest status displays the wrong value
- Fix NullPointerException that could occur when logging some messages
Novelty Bugfixes
- Make endpoints that rely on app data unavailable until the app is loaded
Updates
- AWS SDK to 2.26.31
- cassandra to 4.18.1
- circe-yaml to 0.16.0
- circe to 3.9.8
- commons-compress to 1.27.1
- dropwizard metrics to 4.2.27
- flatbuffers-java to 24.3.25
- guava to 33.3.0-jre
- kafka-clients to 3.8.0
- logback-classic to 1.5.7
- rocksdbjni to 9.0.0
- schema-registry-serde to 1.1.20
- snappy-java to 1.1.10.6
Novelty Updates
- proguard-base to 7.5.0
Additional details
Usage instructions
For overview and documentation see: https://docs.thatdot.com/novelty/getting-started/novelty-main-concepts.html
For complete instructions on setting up the container in either ECS or EKS, please view the: Quick Start: https://docs.thatdot.com/novelty/using-novelty/aws-quick-start/aws-quickstart.html Configuration Guide: https://docs.thatdot.com/novelty/using-novelty/aws-quick-start/aws-configuration.html
Once the container is set up, navigate to the following URL for interactive API documentation: http://
Resources
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Support
Vendor support
Business hours support (USA) 10 AM - 9 PM EST
AWS infrastructure support
AWS Support is a one-on-one, fast-response support channel that is staffed 24x7x365 with experienced and technical support engineers. The service helps customers of all sizes and technical abilities to successfully utilize the products and features provided by Amazon Web Services.
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Customer reviews
very effective for a new class of data
I used the CloudFormation launch button on the website and everything was up and running in about 5 minutes. API usage is very straightforward, and the built-in docs help a lot.