Results 231 to 240 of about 583,369 (247)

Destination Earth - Processing Near Data and Massive Data Handling

2023
Destination Earth is an operational service under the lead of the European Commission being implemented jointly by ESA, ECMWF and EUMETSAT. The presentation will provide insights of how Destination Earth provides Near Data Processing and deals with Massive Data. The objective of the European Commission’s Destination Earth (DestinE) initiative
Danaele Puechmaille, Jordi Duatis Juarez, Miruna Stoicescu, Michael Schick, Borys Saulyak   +4 more
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Application Codesign of Near-Data Processing for Similarity Search

2018 IEEE International Parallel and Distributed Processing Symposium (IPDPS), 2018
Similarity search is key to a variety of applications including content-based search for images and video, recommendation systems, data deduplication, natural language processing, computer vision, databases, computational biology, and computer graphics.
Vincent T. Lee, Amrita Mazumdar, Carlo C. del Mundo, Armin Alaghi, Luis Ceze, Mark Oskin   +5 more
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POSTER: Application-Driven Near-Data Processing for Similarity Search

2017 26th International Conference on Parallel Architectures and Compilation Techniques (PACT), 2017
Similarity search is a key to important applications such as content-based search, deduplication, natural language processing, computer vision, databases, and graphics. At its core, similarity search manifests as k-nearest neighbors (kNN) which consists of parallel distance calculations and a top-k sort.
Vincent T. Lee, Amrita Mazumdar, Carlo C. Del Mundo, Armin Alaghi, Luis Ceze, Mark Oskin   +5 more
openaire   +1 more source

RNA: Reconfigurable LSTM Accelerator with Near Data Approximate Processing

2019 International Conference on Field-Programmable Technology (ICFPT), 2019
Near Data Processing(NDP) techniques are introduced into deep learning accelerators as they can greatly relieve the pressure on memory bandwidth. Besides, approximate computing is also adopted in accelerating neural networks for the network fault-tolerance to reduce energy consumption.
Yu Gong, Bo Liu, Wei Ge, Longxing Shi
openaire   +1 more source

Optimizing Near-Data Processing for Spark

2022 IEEE 42nd International Conference on Distributed Computing Systems (ICDCS), 2022
Sri Pramodh Rachuri, Arun Gantasala, Prajeeth Emanuel, Anshul Gandhi, Robert Foley, Peter Puhov, Theodoros Gkountouvas, Hui Lei   +7 more
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Streaming Analytics with Adaptive Near-data Processing

Companion Proceedings of the Web Conference 2022, 2022
Atul Sandur, ChanHo Park, Stavros Volos, Gul Agha, Myeongjae Jeon   +4 more
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SecNDP: Secure Near-Data Processing with Untrusted Memory

2022 IEEE International Symposium on High-Performance Computer Architecture (HPCA), 2022
Wenjie Xiong, Liu Ke, Dimitrije Jankov, Michael Kounavis, Xiaochen Wang, Eric Northup, Jie Amy Yang, Bilge Acun, Carole-Jean Wu, Ping Tak Peter Tang, G. Edward Suh, Xuan Zhang, Hsien-Hsin S. Lee   +12 more
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Optimistic regular expression matching on FPGAs for near-data processing

Proceedings of the 14th International Workshop on Data Management on New Hardware, 2018
Regular expressions (regex) are the main means to search for specific patterns in the vast amount of stored textual information. As a consequence, different designs of hardware accelerators have been proposed that enable memory-bound regex processing.
Andreas Becher, Stefan Wildermann, Jürgen Teich   +2 more
openaire   +1 more source

Efficient Machine Learning execution with Near-Data Processing

Microprocessors and Microsystems, 2022
Aline S. Cordeiro, Sairo R. dos Santos, Francis B. Moreira, Paulo C. Santos, Luigi Carro, Marco A.Z. Alves   +5 more
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Near Data Processing and Its Applications

2022
null Angelic, Megha Mahobe, Jaspinder Kaur, Shirshendu Das   +3 more
openaire   +1 more source