Edge AI for Internet of Energy: Challenges and perspectives
The digital landscape of the Internet of Energy (IoE) is on the brink of a revolutionary
transformation with the integration of edge Artificial Intelligence (AI). This comprehensive …
transformation with the integration of edge Artificial Intelligence (AI). This comprehensive …
Empowering Cloud Computing With Network Acceleration: A Survey
Modern interactive and data-intensive applications must operate under demanding time
constraints, prompting a shift toward the adoption of specialized software and hardware …
constraints, prompting a shift toward the adoption of specialized software and hardware …
FASDA: An FPGA-aided, scalable and distributed accelerator for range-limited molecular dynamics
Conducting long-timescale simulations of small molecules using Molecular Dynamics (MD)
is crucial in drug design. However, traditional methods to accelerate the process, including …
is crucial in drug design. However, traditional methods to accelerate the process, including …
Software-hardware co-design of heterogeneous SmartNIC system for recommendation models inference and training
Deep Learning Recommendation Models (DLRMs) are important applications in various
domains and have evolved into one of the largest and most important machine learning …
domains and have evolved into one of the largest and most important machine learning …
A framework for neural network inference on fpga-centric smartnics
FPGA-based SmartNICs offer great potential to significantly improve the performance of high-
performance computing and warehouse data processing by tightly coupling support for …
performance computing and warehouse data processing by tightly coupling support for …
A survey of FPGA optimization methods for data center energy efficiency
M Tibaldi, C Pilato - IEEE Transactions on Sustainable …, 2023 - ieeexplore.ieee.org
This article provides a survey of academic literature about field programmable gate array
(FPGA) and their utilization for energy efficiency acceleration in data centers. The goal is to …
(FPGA) and their utilization for energy efficiency acceleration in data centers. The goal is to …
A Visionary Look at the Security of Reconfigurable Cloud Computing
Field-programmable gate arrays (FPGAs) have become critical components in many cloud
computing platforms. These devices possess the fine-grained parallelism and specialization …
computing platforms. These devices possess the fine-grained parallelism and specialization …
Performance Evaluation of VirtIO Device Drivers for Host-FPGA PCIe Communication
Unleashing the full potential of FPGAs as offload devices requires Host-FPGA connectivity
that is reliable, robust, and uniform; and that implements (at least) a required set of features …
that is reliable, robust, and uniform; and that implements (at least) a required set of features …
A survey on FPGA-based heterogeneous clusters architectures
In recent years, the most powerful supercomputers have already reached megawatt power
consumption levels, an important issue that challenges sustainability and shows the …
consumption levels, an important issue that challenges sustainability and shows the …
Instruction-level power side-channel leakage evaluation of soft-core CPUs on shared FPGAs
Side-channel disassembly attacks recover CPU instructions from power or electromagnetic
side-channel traces measured during code execution. These attacks typically rely on …
side-channel traces measured during code execution. These attacks typically rely on …