Results 21 to 30 of about 583,369 (247)
Automatic Near-Real-Time Image Processing Chain for Very High Resolution Optical Satellite Data [PDF]
The International Archives of the Photogrammetry, Remote Sensing and Spatial Information Sciences, 2015 In response to the increasing need for automatic and fast satellite image processing SPACE-SI has developed and implemented a fully automatic image processing chain STORM that performs all processing steps from sensor-corrected optical images (level 1 ...
K. Oštir +7 more
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SkimROOT: Accelerating LHC Data Filtering with Near- Storage Processing [PDF]
EPJ Web of ConferencesData analysis in high-energy physics (HEP) begins with data reduction, where vast datasets are filtered to extract relevant events. At the Large Hadron Collider (LHC), this process is bottlenecked by slow data transfers between storage and compute nodes.
Batsoyol Narangerelt +6 more
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RecSSD: near data processing for solid state drive based recommendation inference [PDF]
Proceedings of the 26th ACM International Conference on Architectural Support for Programming Languages and Operating Systems, 2021 Neural personalized recommendation models are used across a wide variety of datacenter applications including search, social media, and entertainment. State-of-the-art models comprise large embedding tables that have billions of parameters requiring large memory capacities.
Wilkening, Mark +6 more
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Computational storage: an efficient and scalable platform for big data and HPC applications
Journal of Big Data, 2019 In the era of big data applications, the demand for more sophisticated data centers and high-performance data processing mechanisms is increasing drastically. Data are originally stored in storage systems.
Mahdi Torabzadehkashi +5 more
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Remote Sensing, 2020 A fully automated processing chain for near real-time mapping of burned forest areas using Sentinel-2 multispectral data is presented. The acronym AUTOBAM (AUTOmatic Burned Areas Mapper) is used to denote it.
Luca Pulvirenti +8 more
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DEVELOPMENT OF AUTOMATED SATELLITE DATA DOWNLOADING AND PROCESSING PIPELINE ON AWS CLOUD FOR NEAR-REAL-TIME AGRICULTURE APPLICATIONS [PDF]
ISPRS Annals of the Photogrammetry, Remote Sensing and Spatial Information Sciences, 2022 Remote sensing satellites allow users to acquire detailed information about the Earth's surface on a temporal basis. Widen time-series analysis at a large geographical scale involves a huge amount (in Terabytes) of satellite data downloading and ...
A. Pandit +4 more
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Attacking memory-hard scrypt with near-data-processing [PDF]
Proceedings of the International Symposium on Memory Systems, 2019 In a traditional DRAM-based main memory architecture, a memory access operation requires much more time and energy than a simple logic operation. This fact is exploited to build time-consuming and power-hungry memory-hard cryptographic functions that serve the purpose of hindering brute-force security attacks.The security of such memory-hard functions ...
Jiwon Choe +3 more
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Exploiting Near-Data Processing to Accelerate Time Series Analysis
2022 IEEE Computer Society Annual Symposium on VLSI (ISVLSI), 2022 To appear in ISVLSI 2022 Special Session on Processing in Memory.
Fernandez, Ivan +7 more
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Atmosphere, 2021 Ambient respirable crystalline silica air quality is of concern to many communities near mineral processing facilities and to regulatory agencies serving these communities.
John Richards, Todd Brozell
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Model Driven Development Applied to Complex Event Processing for Near Real-Time Open Data
Sensors, 2018 Nowadays, data are being produced like never before because the use of the Internet of Things, social networks, and communication in general are increasing exponentially.
Pedro J. Clemente, Adolfo Lozano-Tello
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