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Going big: a large-scale study on what big data developers ask
Software developers are increasingly required to write big data code. However, they find big
data software development challenging. To help these developers it is necessary to …
data software development challenging. To help these developers it is necessary to …
[HTML][HTML] Safe automated refactoring for intelligent parallelization of Java 8 streams
Streaming APIs are becoming more pervasive in mainstream Object-Oriented programming
languages and platforms. For example, the Stream API introduced in Java 8 allows for …
languages and platforms. For example, the Stream API introduced in Java 8 allows for …
Actor concurrency bugs: a comprehensive study on symptoms, root causes, API usages, and differences
M Bagherzadeh, N Fireman, A Shawesh… - Proceedings of the …, 2020 - dl.acm.org
Actor concurrency is becoming increasingly important in the development of real-world
software systems. Although actor concurrency may be less susceptible to some …
software systems. Although actor concurrency may be less susceptible to some …
[PDF][PDF] An Empirical Study on the Use and Misuse of Java 8 Streams.
Streaming APIs allow for big data processing of native data structures by providing
MapReduce-like operations over these structures. However, unlike traditional big data …
MapReduce-like operations over these structures. However, unlike traditional big data …
Characterizing Java Streams in the Wild
Since Java 8, streams ease the development of data transformations using a declarative
style based on functional programming. Some recent studies aim at shedding light on how …
style based on functional programming. Some recent studies aim at shedding light on how …
Profiling and optimizing java streams
The Stream API was added in Java 8 to allow the declarative expression of data-processing
logic, typically map-reduce-like data transformations on collections and datasets. The …
logic, typically map-reduce-like data transformations on collections and datasets. The …
Large‐scale characterization of Java streams
Java streams are receiving the attention of developers targeting the Java virtual machine
(JVM) as they ease the development of data‐processing logic, while also favoring code …
(JVM) as they ease the development of data‐processing logic, while also favoring code …
SQL to Stream with S2S: An Automatic Benchmark Generator for the Java Stream API
The Java Stream API was introduced in Java 8, allowing developers to express
computations in a functional style by defining a pipeline of data-processing operations …
computations in a functional style by defining a pipeline of data-processing operations …
How do developers use the Java Stream API?
Java 8 marked a shift in the Java development landscape by introducing functional-like
concepts in its stream library. Java developers can now rely on stream pipelines to simplify …
concepts in its stream library. Java developers can now rely on stream pipelines to simplify …
Optimizing Parallel Java Streams
The Java Stream API increases developer produc-tivity and greatly simplifies exploiting
parallel computation by providing a high-level abstraction on top of complex data pro …
parallel computation by providing a high-level abstraction on top of complex data pro …