Search Results - Task-based programming model Data transfer

NDPBridge: Enabling Cross-Bank Coordination in Near-DRAM-Bank Processing Architectures by Tian, Boyu, Li, Yiwei, Jiang, Li, Cai, Shuangyu, Gao, Mingyu

“…Various near-data processing (NDP) designs have been proposed to alleviate the memory wall challenge for data-intensive applications…”
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Combining One-Sided Communications with Task-Based Programming Models by Sala, Kevin, Macia, Sandra, Beltran, Vicenc

“…Hybrid programming combining task-based and message-passing models is an increasingly popular technique to exploit multi-core clusters…”
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IRIS-DMEM: Efficient Memory Management for Heterogeneous Computing by Miniskar, Narasinga Rao, Haque Monil, Mohammad Alaul, Valero-Lara, Pedro, Liu, Frank Y., Vetter, Jeffrey S.

“…) heterogeneous computing framework along with new data transfer policies. IRIS provides a task-based programming model for extreme heterogeneous computing (e.g…”
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Runtime-Guided Management of Scratchpad Memories in Multicore Architectures by Alvarez, Lluc, Moreto, Miquel, Casas, Marc, Castillo, Emilio, Martorell, Xavier, Labarta, Jesus, Ayguade, Eduard, Valero, Mateo

“… has a very negative impact on the programmability of the architecture. Emerging task-based programming models are a promising alternative to program heterogeneous multicore architectures…”
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Enhancing iteration performance on distributed task-based workflows by Barcelo, Alex, Queralt, Anna, Cortes, Toni

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Data Transfer Schemes in the High-Level Communication Library LAIK by Weidendorfer, Josef, Neef, Lukas, Hubinger, Robert, Raoofy, Amir

“… Programming models with uniform data transfer concepts across physical memory spaces, be it attached to host CPUs, accelerators, or across nodes, can help significantly…”
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Notified access in coarray-based hydrodynamics applications on many-core architectures: Design and performance by Fanfarillo, Alessandro, Del Vento, Davide

“…-consumer pattern, usually adopted in task-based parallelism, can only be implemented inefficiently because of the separation between data transfer and synchronization…”
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Enhancing iteration performance on distributed task-based workflows by Barcelo, Alex, Queralt, Anna, Cortes, Toni

“…Task-based programming models have proven to be a robust and versatile way to approach development of applications for distributed environments…”
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Task-D: A Task Based Programming Framework for Distributed System by Jiachen Xue, Chong Chen, Lin Ma, Teng Su, Chen Tian, Wenqin Zheng, Ziang Hu

“…We present Task-D, a task-based distributed programming framework. Traditionally, programming for distributed programs requires using either low-level MPI or high-level pattern based models such as Hadoop/Spark…”
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Architectural support for task scheduling: hardware scheduling for dataflow on NUMA systems by Khan, Behram, Goodman, Daniel, Khan, Salman, Toms, Will, Faraboschi, Paolo, Luján, Mikel, Watson, Ian

“… Software-only schedulers can implement various scheduling policies and algorithms that match the characteristics of different applications and programming models…”
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Exploring individuals’ computational thinking with data by Hu, Alyssa, Hatfield, Neil J., Beckman, Matthew D.

“… In task-based interviews, we study statistics and data science undergraduate students, graduate students, and a professional data scientist using the R programming language to address a data…”
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The PEPPHER composition tool: performance-aware composition for GPU-based systems by Dastgeer, Usman, Li, Lu, Kessler, Christoph

“…The PEPPHER (EU FP7 project) component model defines the notion of component, interface and meta-data for homogeneous and heterogeneous parallel systems…”
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Selection, grouping, and assignment policies with learning-by-doing and knowledge transfer by Nembhard, David A., Bentefouet, Frank

“…•We examine relative impacts of selection, grouping and assignment policies.•We develop an empirical model and distribution of learning and knowledge transfer…”
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AXIOM: A Hardware-Software Platform for Cyber Physical Systems by Mazumdar, Somnath, Ayguade, Eduard, Bettin, Nicola, Bueno, Javier, Ermini, Sara, Filgueras, Antonio, Jimenez-Gonzalez, Daniel, Martinez, Carlos Alvarez, Martorell, Xavier, Montefoschi, Francesco, Oro, David, Pnevmatikatos, Dionisis, Rizzo, Antonio, Theodoropoulos, Dimitris, Giorgi, Roberto

“…, 1 to 10 boards can run in parallel). AXIOM supports task-based programming model based on OmpSs and leverage a high-speed, inexpensive communication interface called AXIOM-Link…”
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Shared Memory Abstractions for Heterogeneous Multicore Processors by Schneider, Scott

“…We are now seeing diminishing returns from classic single-core processor designs, yet the number of transistors available for a processor is still increasing…”
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Global Software Development: A design to measure risk of global practitioners by Arumugam, Chamundeswari, Kaliamourthy, Baskaran

“… organization. It proposes a MultiAgent Simulation Model (MASM) to measure the risk of global practitioners to gain trust from various stakeholders in Global Software Development (GSD…”
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An Optimized Multi-Task Learning Model for Disaster Classification and Victim Detection in Federated Learning Environments by Yi Jie Wong, Mau‐Luen Tham, Ban-Hoe Kwan, Ezra Morris, Yasunori Owada

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GronOR: Massively parallel and GPU-accelerated non-orthogonal configuration interaction for large molecular systems by Straatsma, T P, Broer, R, Faraji, S, Havenith, R W A, Suarez, L E Aguilar, Kathir, R K, Wibowo, M, de Graaf, C

“…)-accelerated computer architectures, using an MPI+OpenACC/OpenMP programming approach. The task-based execution model used in the implementation allows for linear scaling…”
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Development of a chest digital tomosynthesis R/F system and implementation of low‐dose GPU‐accelerated compressed sensing (CS) image reconstruction by Choi, Sunghoon, Lee, Haenghwa, Lee, Donghoon, Choi, Seungyeon, Lee, Chang‐Lae, Kwon, Woocheol, Shin, Jungwook, Seo, Chang‐Woo, Kim, Hee‐Joung

“…Purpose This work describes the hardware and software developments of a prototype chest digital tomosynthesis (CDT) R/F system. The purpose of this study was…”
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Programming and Managing Data-driven Applications Between the Edge and the Cloud by Gibert Renart, Eduard

“…, remains a significant challenge. The prevalent model of moving data from the edge to the cloud of the network is becoming unsustainable…”
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