Penetration testing of FPGA as a Service components for ensuring cybersecurity
The subject of study in this article is modern penetration testing technologies, in which the test object is a platform with access to FPGA resources. The goal of this work is to improve modern methods of penetration testing of services that provide FPGA
Artem Tetskyi
doaj +1 more source
Secure acceleration on cloud-based FPGAs -- FPGA enclaves [PDF]
FPGAs are becoming a common sight in cloud environments and new usage paradigms, such as FPGA-as-a-Service, have emerged. This development poses a challenge to traditional FPGA security models, as these are assuming trust between the user and the hardware owner.
Niklas Lindskog, Håkan Englund
openaire +1 more source
Design and implementation of partial dynamically reconfigurable FPGA process scheduling
In view of the diverse edge computing requirements of the 6G era, reconfigurable technology based on FPGAs can achieve lower latency and provide diversified services.
Qian Hongwen +5 more
doaj +1 more source
REFRESH FPGAs: Sustainable FPGA Chiplet Architectures
There is a growing call for greater amounts of increasingly agile computational power for edge and cloud infrastructure to serve the computationally complex needs of ubiquitous computing devices. Thus, an important challenge is addressing the holistic environmental impacts of these next-generation computing systems.
Peipei Zhou 0001 +8 more
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Effects of FPGA architecture on FPGA routing [PDF]
Although many traditional Mask Programmed Gate Array (MPGA) algorithms can be applied to FPGA routing, FPGA architectures impose critical constraints and provide alternative views of the routing problem that allow innovative new algorithms to be applied.
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DP‐FPGA: An FPGA Architecture Optimized for Datapaths [PDF]
This paper presents a new Field‐Programmable Gate Array (FPGA) architecture which reduces the density gap between FPGAs and Mask‐Programmed Gate Arrays (MPGAs) for datapath oriented circuits. This is primarily achieved by operating on data as a number of identically programmed four‐bit slices.
Cherepacha, Don, Lewis, David
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A High speed data link optimization for digitalized transfer to processing FPGA [PDF]
State-of-the-art arrays of detectors, that require digital processing, may have a sizeable number of digitalized signal links. This is the case in several experimental nuclear physics instruments.
Collado J., Gonzalez V., Gadea A.
doaj +1 more source
FPGA-Based Accelerators of Deep Learning Networks for Learning and Classification: A Review [PDF]
Due to recent advances in digital technologies, and availability of credible data, an area of artificial intelligence, deep learning, has emerged and has demonstrated its ability and effectiveness in solving complex learning problems not possible before.
Ahmad Shawahna, S. M. Sait, A. El-Maleh
semanticscholar +1 more source
FPGA: Fast Patch-Free Global Learning Framework for Fully End-to-End Hyperspectral Image Classification [PDF]
Deep learning techniques have provided significant improvements in hyperspectral image (HSI) classification. The current deep learning-based HSI classifiers follow a patch-based learning framework by dividing the image into overlapping patches.
Zhuo Zheng +3 more
semanticscholar +1 more source
Caffeinated FPGAs: FPGA framework For Convolutional Neural Networks [PDF]
Convolutional Neural Networks (CNNs) have gained significant traction in the field of machine learning, particularly due to their high accuracy in visual recognition. Recent works have pushed the performance of GPU implementations of CNNs to significantly improve their classification and training times.
Roberto DiCecco +5 more
openaire +2 more sources

