Table of contents
Scalability
Samza is designed to handle large-scale data processing with ease, making it suitable for incidents where processing a high volume of data streams is necessary.
Integration with Kafka
Samza provides seamless integration with Apache Kafka, allowing it to efficiently process and manage Kafka streams for reliable data handling.
Fault-Tolerance
Samza supports fault-tolerant processing of streams, ensuring data is not lost and is processed reliably even in case of failures.
Isolation and Security
It offers good process isolation and security by managing each stream task in its own process and sandbox, protecting against failures and vulnerabilities.
Efficient State Management
Samza offers efficient state management with a local state stored on disk and synchronized with checkpoints, helping in consistent stateful stream processing.
Apache Samza is a solid, battle-tested distributed stream processing framework that excels at large-scale, stateful stream processing, particularly for organizations already invested in the Kafka and Hadoop YARN ecosystems.
We have collected here some useful links to help you find out if Samza is good.
Check the traffic stats of Samza on SimilarWeb. The key metrics to look for are: monthly visits, average visit duration, pages per visit, and traffic by country. Moreoever, check the traffic sources. For example "Direct" traffic is a good sign.
Check the "Domain Rating" of Samza on Ahrefs. The domain rating is a measure of the strength of a website's backlink profile on a scale from 0 to 100. It shows the strength of Samza's backlink profile compared to the other websites. In most cases a domain rating of 60+ is considered good and 70+ is considered very good.
Check the "Domain Authority" of Samza on MOZ. A website's domain authority (DA) is a search engine ranking score that predicts how well a website will rank on search engine result pages (SERPs). It is based on a 100-point logarithmic scale, with higher scores corresponding to a greater likelihood of ranking. This is another useful metric to check if a website is good.
The latest comments about Samza on Reddit. This can help you find out how popualr the product is and what people think about it.
The last decade saw the rise of open-source frameworks like Apache Flink, Spark Streaming, and Apache Samza. These offered more flexibility but still demanded significant engineering muscle to run effectively at scale. Companies using them often needed specialized stream processing engineers just to manage internal state, tune performance, and handle the day-to-day operational challenges. The barrier to entry... - Source: dev.to / over 1 year ago
What about stuff like Apache Samza[1], which is specifically built to maintain database-shaped views on top of event logsโdo people run it? Or is the infra overhead from it requiring Kafka and a Java runtime and so on too much? [1] https://samza.apache.org/. - Source: Hacker News / almost 2 years ago
Samza, strem processing platform (developed by LinkedIn in 2016, joined Apache in 2014). Source: almost 5 years ago
Do you know an article comparing Samza to other products?
Suggest a link to a post with product alternatives.
Is Samza good? This is an informative page that will help you find out. Moreover, you can review and discuss Samza here. The primary details have not been verified within the last quarter, and they might be outdated. If you think we are missing something, please use the means on this page to comment or suggest changes. All reviews and comments are highly encouranged and appreciated as they help everyone in the community to make an informed choice. Please always be kind and objective when evaluating a product and sharing your opinion.
