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rdkafka VS PredictionIO

Compare rdkafka VS PredictionIO and see what are their differences

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  3. » Reviews
  4. » Alternatives

rdkafka logo rdkafka

The Apache Kafka C/C++ library. Contribute to edenhill/librdkafka development by creating an account on GitHub.

PredictionIO logo PredictionIO

Apache PredictionIO™ Open Source Machine Learning Server.
  • rdkafka Landing page
    Landing page //
    2023-08-27
  • PredictionIO Landing page
    Landing page //
    2023-09-18

rdkafka features and specs

No features have been listed yet.

PredictionIO features and specs

  • Open Source
    PredictionIO is open source, allowing users to access and modify the source code to fit specific use cases and have control over the deployment and scaling.
  • Flexibility
    It offers flexibility by allowing developers to create custom machine learning models and engines tailored to their specific needs.
  • Integration
    The platform can be integrated with other technologies and databases, such as Apache Spark and HBase, making it adaptable to various existing systems.
  • Community Support
    A well-established community provides support, plugins, and extensions that can help accelerate development and troubleshooting.
  • REST APIs
    PredictionIO provides RESTful APIs, which simplify the process of deploying and managing predictive services by making them accessible over HTTP.

Possible disadvantages of PredictionIO

  • Complex Setup
    The initial setup and configuration can be complex and time-consuming, requiring a good understanding of the underlying technologies.
  • Limited Built-in Algorithms
    Compared to other platforms, it may offer fewer built-in algorithms, requiring more effort to implement custom solutions.
  • Resource Intensive
    Running PredictionIO in a production environment can be resource-intensive, requiring significant computational power and memory.
  • Maintenance Overhead
    As an open-source platform, users may need to handle their own maintenance and updates, which adds to the operational overhead.
  • Documentation Limitations
    Some users might find the documentation inadequate or not comprehensive enough for beginners, making it harder to learn and adopt.

rdkafka videos

+ Add

Code Review: Implementing a c++ Kafka producer based on librdkafka (2 Solutions!!)

PredictionIO videos

+ Add

Introduction to Apache PredictionIO

More videos:

  • Review - Using Apache PredictionIO for Predicting University Student Dropout Rates
  • Tutorial - PredictionIO tutorial - Thomas Stone - PAPIs.io '14

Category Popularity

0-100% (relative to rdkafka and PredictionIO)

rdkafka

PredictionIO

Stream Processing
100 100%
Stream Processing
0% 0
Data Science And Machine Learning
0 0%
Data Science And Machine Learning
100% 100
Data Integration
100 100%
Data Integration
0% 0
AI
0 0%
AI
100% 100

User comments

Share your experience with using rdkafka and PredictionIO. For example, how are they different and which one is better?
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Social recommendations and mentions

Based on our record, rdkafka seems to be more popular. It has been mentiond 7 times since March 2021. We are tracking product recommendations and mentions on various public social media platforms and blogs. They can help you identify which product is more popular and what people think of it.

rdkafka mentions (7)

  • Horizontally scaling Kafka consumers with rendezvous hashing
    We could have made some changes at the librdkafka level (see this), but we didn’t really want to pursue this (at least not yet). - Source: dev.to / over 2 years ago
  • Getting sum type values from a map
    As my first "real world" (ish) project in Vlang, I'm trying to copy https://github.com/confluentinc/confluent-kafka-go, which is a Go wrapper for Kafka C client library, https://github.com/edenhill/librdkafka. Source: over 2 years ago
  • Installing node-rdkafka on M1 for use with SASL
    If you're using Kafka in a Node.js app, it's likely that you'll need node-rdkafka. This is a library that wraps the librdkafka library and makes it available in Node.js. According to the project's README, "All the complexity of balancing writes across partitions and managing (possibly ever-changing) brokers should be encapsulated in the library.". - Source: dev.to / over 2 years ago
  • Fix it, Fork it, Fuck off
    You are right, but in practice that's not what happens. Companies do not rely on open source libraries, the developers working for such companies do. I can give you a realistic example. If you want to use Kafka and Go, your probably only option is to use https://github.com/confluentinc/confluent-kafka-go. Its LICENSE explicitly says "no warranty". Now, what if I find a bug in the library? Only two realistic... - Source: Hacker News / over 2 years ago
  • Hacker News top posts: Mar 26, 2022
    Librdkafka – An Apache Kafka C/C++ client library\ (9 comments). Source: about 3 years ago
View more

PredictionIO mentions (0)

We have not tracked any mentions of PredictionIO yet. Tracking of PredictionIO recommendations started around Mar 2021.

What are some alternatives?

When comparing rdkafka and PredictionIO, you can also consider the following products

Kafka Manager - A tool for managing Apache Kafka.

TensorFlow - TensorFlow is an open-source machine learning framework designed and published by Google. It tracks data flow graphs over time. Nodes in the data flow graphs represent machine learning algorithms. Read more about TensorFlow.

NSQ - A realtime distributed messaging platform.

Kira - Gain visibility into contract repositories, accelerate and improve the accuracy of contract review, mitigate risk of errors, win new business, and improve the value you provide to your clients.

KafkaHQ - Kafka GUI for Apache Kafka to manage topics, topics data, consumers group, schema registry, connect and more... - tchiotludo/kafkahq

Open Text Magellan - OpenText Magellan - the power of AI in a pre-wired platform that augments decision making and accelerates your business. Learn more.

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