Apache Spark Streaming vs. Azure Anomaly Detector

Apache Spark Streaming

7 Reviews and Ratings

Azure Anomaly Detector

4 Reviews and Ratings

Overview
Product	Rating	Most Used By	Product Summary	Starting Price
Apache Spark Streaming	Score8.7 out of 10	N/A	Apache Spark Streaming is a scalable fault-tolerant streaming processing system that natively supports both batch and streaming workloads.	N/A
Azure Anomaly Detector	Score8.9 out of 10	N/A	Anomaly Detector on Microsoft's Azure is an AI service that helps foresee problems. Users can embed time-series anomaly detection capabilities into apps to help users identify problems quickly. Anomaly Detector ingests time-series data of all types and selects the best anomaly detection algorithm for the data to support high accuracy. Detect spikes, dips, deviations from cyclic patterns, and trend changes through both univariate and multivariate APIs. The service can be customized to detect any…	N/A

Pricing

Apache Spark Streaming

Azure Anomaly Detector

No answers on this topic

No answers on this topic

Pricing Offerings
Apache Spark Streaming	Azure Anomaly Detector
Free Trial
No	Yes
Free/Freemium Version
No	No
Premium Consulting/Integration Services
No	No

No setup fee

No setup fee

—

—

Features

Apache Spark Streaming

Azure Anomaly Detector

Comparison of Streaming Analytics features of Apache Spark Streaming and Azure Anomaly Detector
Feature	Apache Spark Streaming 8.4 1 Ratings 5% above category average	Azure Anomaly Detector - Ratings
Real-Time Data Analysis	8.01 Ratings	00 Ratings
Visualization Dashboards	9.01 Ratings	00 Ratings
Data Ingestion from Multiple Data Sources	9.01 Ratings	00 Ratings
Low Latency	8.01 Ratings	00 Ratings
Integrated Development Tools	8.01 Ratings	00 Ratings
Data wrangling and preparation	8.01 Ratings	00 Ratings
Linear Scale-Out	8.01 Ratings	00 Ratings
Machine Learning Automation	9.01 Ratings	00 Ratings
Data Enrichment	9.01 Ratings	00 Ratings

Best Alternatives
	Apache Spark Streaming	Azure Anomaly Detector
Small Businesses	Amazon Kinesis Score9.7 out of 10	Amazon Kinesis Score9.7 out of 10
Medium-sized Companies	Confluent Score9.9 out of 10	Confluent Score9.9 out of 10
Enterprises	Spotfire Streaming Score6.6 out of 10	Spotfire Streaming Score6.6 out of 10
All Alternatives	View all alternatives	View all alternatives

User Ratings
	Apache Spark Streaming	Azure Anomaly Detector
Likelihood to Recommend	9.0 (1 ratings)	- (0 ratings)

User Testimonials
	Apache Spark Streaming	Azure Anomaly Detector
Likelihood to Recommend	Apache Apache Spark Streaming is a tool that we are using for almost a year and is excellent in managing batch processing. It is user-friendly. Using it, we can even process our massive data in fractions of seconds. Its pricing is its other plus point. Only its In-memory processing is its demerit as it occupies a large memory. Incentivized Christa Raine Business Manager Read full review	Microsoft No answers on this topic
Pros	Apache It is amazing in solving complicated transformative logic. It is straightforward to program. It is a very quick tool. It processes large data within a fraction of seconds. Incentivized Christa Raine Business Manager Read full review	Microsoft No answers on this topic
Cons	Apache There must be more documentation. It is a profoundly complex tool. Its in-memory processing consumes massive memory. Incentivized Christa Raine Business Manager Read full review	Microsoft No answers on this topic
Alternatives Considered	Apache Apache Spark Streaming stands above all the huge data transformative tools because of its speed of processing which was quite slow in Presto as it takes a lot of our time in the data processing. Spark, comfortably provides integration with Jupyter like notebook environment. and Spark's combination with Jupyter and Python results in enhancing the speed . Incentivized Christa Raine Business Manager Read full review	Microsoft No answers on this topic
Return on Investment	Apache Cost and time-effective tool for our business. We can integrate with Jupyter with many conveniences. Its high-speed data processing has proved beneficial for us. Incentivized Christa Raine Business Manager Read full review	Microsoft No answers on this topic
ScreenShots