Apache Spark and Akka are two different technologies with different use cases and functionalities. Here are some of their differences:
Purpose: Apache Spark is a distributed computing system designed for big data processing and analytics, while Akka is a toolkit and runtime environment for building distributed systems and applications.
Programming Languages: Apache Spark supports a range of programming languages, including Java, Scala, and Python, while Akka is primarily used with Scala and Java.
Application Architecture: Apache Spark follows a batch processing or streaming model, which means it processes data in batches or near real-time streams, while Akka follows an actor model, where computation is done by messages passed between actors.
Fault-Tolerance: Apache Spark provides built-in fault-tolerance mechanisms, while Akka offers configurable and customizable fault tolerance using supervisor hierarchies.
Data Processing: Apache Spark uses RDDs (Resilient Distributed Datasets) for data processing, while Akka uses actors and messages for parallel computation.
Scalability: Both technologies are designed to be scalable, with Apache Spark scaling horizontally by adding more nodes to the cluster, while Akka provides a flexible distributed architecture for building fault-tolerant and scalable applications.
Please start posting anonymously - your entry will be published after you log in or create a new account. This space is reserved only for answers. If you would like to engage in a discussion, please instead post a comment under the question or an answer that you would like to discuss
Asked: 2023-05-06 03:44:54 +0000
Seen: 9 times
Last updated: May 06 '23
How can a list be sorted alphabetically within a console application?
What is the accurate method for sinking to BigQuery by utilizing Dataflow Apache Beam?
How can the rejection of the class text_plain from JavaMail API due to a VerifyError be confirmed?
What is the process for generating a dynamic subdomain/URL using vue.js?
How can the style of the loader be modified while the form submission is being processed?
I'm attempting to develop a Javascript-based comments section for my website.
What are some feasible methods to enable MIDI file playback on a web browser?
How can I resolve the issue of being unable to use Fetch to POST an array of Selected Checkboxes?