What are some of the challenges in developing applications with actor frameworks?
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Developing applications with actor frameworks presents several challenges. One challenge is the need to find the most efficient policy for associating objects with threads, which is crucial for achieving good performance and scalability . Another challenge is handling the inherent nondeterminism in actor programs, which can lead to unintended behaviors and make rigorous testing difficult . Additionally, the modularity of actor systems makes them well-suited for Monitor-Oriented Programming, but also poses challenges for instrumenting monitoring observations and actions due to the asynchrony and encapsulation of the actor model . Designing low-latency cloud-based applications using the actor model also presents challenges, particularly in ensuring consistency for concurrent events spanning multiple actors . Overall, these challenges highlight the need for techniques and frameworks that address issues such as efficient mapping of actors to threads, handling nondeterminism, supporting modularity, and ensuring consistency in distributed environments.
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| Papers (5) | Insight |
|---|---|
20 Oct 2014 | The challenges in developing applications with actor frameworks include efficiently mapping actors to JVM threads and scheduling threads on multi-core architectures. |
Open access•Posted Content | One of the challenges in developing applications with actor frameworks is providing consistency for concurrent events spanning across multiple actors. |
01 Jun 2016 37 Citations | The challenges in developing applications with actor frameworks include addressing the asynchrony and encapsulation of the actor model. |
18 Jun 2018 | One of the main challenges in developing applications with actor frameworks is finding the appropriate policy for associating actors with threads. |
| Some challenges in developing applications with actor frameworks include handling nondeterminism, ensuring determinacy, and preserving modularity. |
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