Suchergebnisse - "International Journal of Parallel Programming"

DeeperThings: Fully Distributed CNN Inference on Resource-Constrained Edge Devices von Stahl, Rafael, Hoffman, Alexander, Mueller-Gritschneder, Daniel, Gerstlauer, Andreas, Schlichtmann, Ulf

“… Performing inference of Convolutional Neural Networks (CNNs) on Internet of Things (IoT) edge devices ensures both privacy of input data and possible run time …”
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Exploring the Fundamentals of Python Programming: A Comprehensive Guide for Beginners von Burak Elhalid, Osama, Alhelal, Zaynelabdin Alm, Hassan, Samer

“… This scientific article entitled 'Exploring the Fundamentals of Python Programming: A Comprehensive Guide for Beginners' provides a comprehensive overview of …”
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Portable C++ Code that can Look and Feel Like Fortran Code with Yet Another Kernel Launcher (YAKL) von Norman, Matthew, Lyngaas, Isaac, Bagusetty, Abhishek, Berrill, Mark

“… This paper introduces the Yet Another Kernel Launcher (YAKL) C++ portability library, which strives to enable user-level code with the look and feel of Fortran …”
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MemJam: A False Dependency Attack Against Constant-Time Crypto Implementations von Moghimi, Ahmad, Wichelmann, Jan, Eisenbarth, Thomas, Sunar, Berk

“… Cache attacks exploit memory access patterns of cryptographic implementations. Constant-time implementation techniques have become an indispensable tool in …”
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Task-Based System Load Balancing in Cloud Computing Using Particle Swarm Optimization von Ramezani, Fahimeh, Lu, Jie, Hussain, Farookh Khadeer

“… Live virtual machine (VM) migration is a technique for achieving system load balancing in a cloud environment by transferring an active VM from one physical …”
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MICPAT: Micro-Architecture Independent Characteristics Profiling Analysis Tool for GPU Programs von Wang, Peng, Qi, Kaiyuan, Yu, Zhibin, Su, Guangfeng, Liu, Peng

“… With the rapid evolution of GPU architectures, analyzing and optimizing the performance of GPU rendering programs has become increasingly complex and crucial …”
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Giraph-Based Distributed Algorithms for Coloring Large-Scale Graphs von Brighen, Assia, Chouikh, Asma, Ikhlef, Hamida, Slimani, Hachem, Rezgui, Abdelmounaam, Kheddouci, Hamamache

“… The Vertex Graph Coloring problem ( VGC ) is a well-known difficult combinatorial optimization problem. It is one of Karp’s 21 NP-complete problems. It …”
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Thread and Data Mapping in Software Transactional Memory: an Overview von Pasqualin, Douglas Pereira, Diener, Matthias, Du Bois, André Rauber, Pilla, Maurício Lima

“… In current microarchitectures, due to the complex memory hierarchies and different latencies on memory accesses, thread and data mapping are important issues …”
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Designing a Framework for Communal Software: Based on the Assessment Using Relation Modelling von BalaAnand, M, Karthikeyan, N, Karthik, S

“… Predicting and Identifying behavioral analysis in social media using big data analytics is exceptionally repetitive. Since data in motion are difficult to …”
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A High-Level API for Dynamic Load Balancing in Large-Scale Parameter Sweeps von Salzmann, Philip, Thoman, Peter, Fahringer, Thomas

“… Parameter sweep studies, such as virtual drug screening, may exhibit significant load imbalance during batched execution on large-scale clusters, resulting in …”
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Analysis of Model Parallelism for AI Applications on a 64-core RV64 Server CPU von Malenza, Giulio, Garcia, Adriano Marques, Birke, Robert, Benini, Luca, Aldinucci, Marco

“… Massive Data Parallel workloads, driven by inference on large ML models, are pushing hardware vendors to develop efficient and cost-effective multi-core server …”
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Correction: Split’n’Cover: ISO 26,262 Hardware Safety Analysis with SystemC von Steiner, Lukas, Kraft, Kira, Christ, Derek, Uecker, Denis, Malek, Christian, Jung, Matthias, Wehn, Norbert

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K-Means: An Efficient Clustering Algorithm with Adaptive Decision Boundaries von Long, Jianwu, Liu, Luping

“… Conventional k -means algorithms often face significant computational burdens and have a high dependence on the number of predefined clusters k . Therefore, …”
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SGgraph: A Scalable GPU-Based Edge-Centric Graph Processing Framework von Yakhlef, Ala Eddine, Yahiaoui, Saïd, Bendjoudi, Ahcene

“… In today’s interconnected world, data is often represented as graphs due to their ability to capture relationships between data entities. Recently, graph …”
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Code Rejuvenation: From Vector Compiler Intrinsics to Portable Standardized SIMD von Martínez-Davies, Daniel, Veigas-Ramírez, Santiago, Gallego-Torres, Lucía, Garcia, J. Daniel

“… Legacy code is hard to refactor, and often times, the effort needed to rejuvenate old code is substantial. In particular, compiler intrinsics are often used …”
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Automatic Heterogeneous Runtime Using Signal Processing Domain-Specific and Parallel Patterns von Zaidi, Yaseen, Winberg, Simon

“… Parallel and signal processing patterns for large-scale radio data applications have been captured with a new domain-specific language (DSL), OptiSDR. The …”
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pi-par: A Dependently-Typed Parallel Language with Algorithmic Skeletons von Brown, Christopher, Barwell, Adam D.

“… Algorithmic skeletons are an effective, pattern-based approach for parallelising software. However, despite implementations for a range of languages and …”
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Self-Adaptive Micro-Batching for Low-Latency GPU-Accelerated Stream Processing von Leonarczyk, Ricardo, Mencagli, Gabriele, Griebler, Dalvan

“… Stream processing is a computing paradigm enabling the continuous processing of unbounded data streams. Some classes of stream processing applications can …”
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High Throughput Instruction-Data Level Parallelism Based Arithmetic Hardware Accelerator von Basiri, M. Mohamed Asan

“… The hardware accelerators play a major role in engineering applications such as image processing, video processing, cryptography, neural networks, and so on …”
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FIPLib: An Image Processing Library for FPGAs Using High-Level Synthesis von Palazzari, Paolo, Faltelli, Marco, Iannone, Francesco

“… This paper investigates the use of High-Level Synthesis (HLS) for designing parallel hardware architectures on FPGAs. HLS compilers, like the one used in Vitis …”
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