Suchergebnisse - Java parallel streams*

Optimizing Parallel Java Streams von 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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Compiling and Optimizing Java 8 Programs for GPU Execution von 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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Performance of Parallel K-Means Algorithms in Java von Nigro, Libero

“… Therefore, many authors have proposed and experimented different techniques for the parallel execution of K-means …”
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Efficient and Reliable Clustering by Parallel Random Swap Algorithm von 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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Parallel random swap: An efficient and reliable clustering algorithm in Java von 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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ParDP: A Parallel Density Peaks-Based Clustering Algorithm von 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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An Adaptive Penalty based Parallel Tabu Search for Constrained Covering Array Generation von 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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Parallel Bit-Stream Cipher with Cellular Automata Number 30 in Java von 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. These automata present a high degree of …”
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Comparison of Java Virtual and Non-Virtual Threads in Parallel Programming von 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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Improving Clustering Accuracy of K-Means and Random Swap by an Evolutionary Technique Based on Careful Seeding von 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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A Parallel Algorithm to Calculate an Approximation to the Order-K Voronoi Diagram using Java Streams and Thrust von Trefftz, Christian, Gautam, Debaditya, Szakas, Joseph

“… Results of parallel implementations using Java Streams and Thrust are reported …”
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Two Medoid-Based Algorithms for Clustering Sets von 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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Bamshad: A JIT compiler for running Java stream APIs on heterogeneous environments von 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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Analyzing C++ Stream Parallelism in Shared-Memory when Porting to Flink and Storm von 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 Efficient Algorithm for Clustering Sets von 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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Profiling and Optimizing Java Streams von 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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Empirical complexity of comparator-based nearest neighbor descent von Baron, Jacob D, Darling, R W R

“… A Java parallel streams implementation of the \(K\)-nearest neighbor descent algorithm is presented using a natural statistical termination criterion …”
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TaskLocalRandom: a statistically sound substitute to pseudorandom number generation in parallel java tasks frameworks von Passerat‒Palmbach, Jonathan, Mazel, Claude, Hill, David R. C.

“… Summary Several software efforts have been produced over the past few years in various programming languages to help developers handle pseudorandom streams partitioning …”
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PCJ - Java library for high performance computing in PGAS model von Nowicki, Marek, Gorski, Lukasz, Grabrczyk, Patryk, Bala, Piotr

“… This paper presents the application of the PCJ library for the parallelization of the selected HPC applications implemented in Java language …”
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An Analytical study of Performance towards Task-level Parallelism on Many-core systems using Java API von Nair, Lekshmi S

“… Java provides three prominent APIs: Executor, Fork-Join and Parallel Streams frameworks to achieve task-level parallelism …”
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