Search Results - Java parallel streams

Optimizing Parallel Java Streams by Basso, Matteo, Schiavio, Filippo, Rosa, Andrea, Binder, Walter

“…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-cessing, parallelization…”
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Performance of Parallel K-Means Algorithms in Java by Nigro, Libero

“… Therefore, many authors have proposed and experimented different techniques for the parallel execution of K-means…”
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Parallel random swap: An efficient and reliable clustering algorithm in Java by Nigro, Libero, Cicirelli, Franco, Fränti, Pasi

“… The first implementation uses Java parallel streams and lambda expressions. The solution exploits a built-in multi-threaded organization capable of offering…”
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Compiling and Optimizing Java 8 Programs for GPU Execution by Ishizaki, Kazuaki, Hayashi, Akihiro, Koblents, Gita, Sarkar, Vivek

“…GPUs can enable significant performance improvements for certain classes of data parallel applications and are widely used in recent computer systems…”
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Efficient and Reliable Clustering by Parallel Random Swap Algorithm by Nigro, Libero, Cicirelli, Franco, Franti, Pasi

“… It combines the scalability of k-means with high clustering accuracy. The new clustering method is experimented on top of Java parallel streams and lambda expressions, which offer interesting execution time benefits…”
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ParDP: A Parallel Density Peaks-Based Clustering Algorithm by Nigro, Libero, Cicirelli, Franco

“… ParDP uses principal component analysis to cope with high-dimensional data points. The current implementation relies on Java parallel streams and the built-in lock…”
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Improving Clustering Accuracy of K-Means and Random Swap by an Evolutionary Technique Based on Careful Seeding by Nigro, Libero, Cicirelli, Franco

“…K-Means is a “de facto” standard clustering algorithm due to its simplicity and efficiency. K-Means, though, strongly depends on the initialization of the…”
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Two Medoid-Based Algorithms for Clustering Sets by Nigro, Libero, Fränti, Pasi

“…This paper proposes two algorithms for clustering data, which are variable-sized sets of elementary items. An example of such data occurs in the analysis of a…”
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A Parallel Algorithm to Calculate an Approximation to the Order-K Voronoi Diagram using Java Streams and Thrust by Trefftz, Christian, Gautam, Debaditya, Szakas, Joseph

“… Results of parallel implementations using Java Streams and Thrust are reported…”
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Comparison of Java Virtual and Non-Virtual Threads in Parallel Programming by Sirotic, Zlatko, Sovilj, Sinisa, Orsulic, Matija, Pripuzic, Kresmir

“…The Java programming language, in its long-term support version 21 (released in September 2023…”
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Parallel Bit-Stream Cipher with Cellular Automata Number 30 in Java by Capel Tuñón, Manuel, Salguero Hidalgo, Alberto, Tomeu Hardasmal, Antonio

“…In previous works we have made the integration of one-dimensional linear cellular automata into bit-stream ciphers…”
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Analyzing C++ Stream Parallelism in Shared-Memory when Porting to Flink and Storm by Hoffmann, Renato B., Fae, Leonardo G., Manssour, Isabel H., Griebler, Dalvan

“… Two popular frameworks for real-time data processing, Flink and Storm, provide solutions for effective parallel stream processing in Java…”
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An Adaptive Penalty based Parallel Tabu Search for Constrained Covering Array Generation by Wang, Yan, Wu, Huayao, Niu, Xintao, Nie, Changhai, Xu, Jiaxi

“… We propose a novel Adaptive Penalty based Parallel Tabu Search (APPTS) algorithm to address the CCAG problem…”
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TaskLocalRandom: a statistically sound substitute to pseudorandom number generation in parallel java tasks frameworks by Passerat‒Palmbach, Jonathan, Mazel, Claude, Hill, David R. C.

“…‒level tools. The latest release of the Java Development Kit (JDK 7) tries to tackle this problem by providing facilities to partition a pseudorandom stream across various threads thanks to the new class ThreadLocalRandom…”
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Bamshad: A JIT compiler for running Java stream APIs on heterogeneous environments by Yarahmadi, Bahram, Khunjush, Farshad

“… in order to achieve reasonable performance. On the other hand, enabling running high-level programming languages such as Java with massive computational power of today's GPUs can lessen the burden of this complexity…”
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Profiling and Optimizing Java Streams by Rosales, Eduardo, Basso, Matteo, Rosà, Andrea, Binder, Walter

“…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…”
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An Efficient Algorithm for Clustering Sets by Nigro, Libero, Cicirelli, Franco

“… The paper introduces HWK-Sets which is implemented in Java by parallel streams. Then, the efficiency and accuracy of HWK-Sets are demonstrated by simulation experiments…”
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An Analytical study of Performance towards Task-level Parallelism on Many-core systems using Java API by Nair, Lekshmi S

“… Java provides three prominent APIs: Executor, Fork-Join and Parallel Streams frameworks to achieve task-level parallelism…”
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A Distributed Stream Library for Java 8 by Yu Chan, Wellings, Andy, Gray, Ian, Audsley, Neil

“…Java 8 has introduced new capabilities such as lambda expressions and streams which simplify data-parallel computing…”
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Large‐scale characterization of Java streams by Rosales, Eduardo, Basso, Matteo, Rosà, Andrea, Binder, Walter

“…Java streams are receiving the attention of developers targeting the Java virtual machine (JVM…”
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