Large language models: a comprehensive survey of its applications, challenges, limitations, and future prospects

MU Hadi, Q Al Tashi, A Shah, R Qureshi… - Authorea …, 2024 - authorea.com
Within the vast expanse of computerized language processing, a revolutionary entity known
as Large Language Models (LLMs) has emerged, wielding immense power in its capacity to …

A survey on large language models: Applications, challenges, limitations, and practical usage

MU Hadi, R Qureshi, A Shah, M Irfan, A Zafar… - Authorea …, 2023 - techrxiv.org
Within the vast expanse of computerized language processing, a revolutionary entity known
as Large Language Models (LLMs) has emerged, wielding immense power in its capacity to …

Reconfigurable regular expression matching architecture for real-time pattern update and payload inspection

J Nam, SH Na, S Shin, T Park - Journal of Network and Computer …, 2022 - Elsevier
Regular expression (regex) matching is an integral part of deep packet inspection (DPI), but
its efficiency becomes a question due to low performance. For regex matching (REM) …

Using FPGA-based content-addressable memory for mnemonics instruction searching in assembler design

H Öztekin, A Lazzem, İ Pehlivan - The Journal of Supercomputing, 2023 - Springer
Memories play an essential role in computer systems as they store and retrieve data that
may include instructions required for system operation. In the case of an assembler, the …

Fast Update Algorithm with Reorder Mechanism for SRAM-Based Longest Prefix Matching on FPGA

X Song, Z Guo - IEEE Transactions on Circuits and Systems II …, 2023 - ieeexplore.ieee.org
Longest prefix matching (LPM) is often used in network forwarding and it is usually
implemented by ternary content addressable memory (TCAM) on field programmable gate …

[HTML][HTML] A novel algorithmic Data-Collision SDRAM-based TCAM architecture on FPGA

N Trinh, M Bui, B Dang, L Tran - Ain Shams Engineering Journal, 2024 - Elsevier
Abstract Ternary Content-Addressable Memory (TCAM) is one of the most effective methods
for high-speed data searching in networking infrastructure. Despite the excellent …

Hardware-based multi-match packet classification in NIDS: an overview and novel extensions for improving the energy efficiency of TCAM-based classifiers

VSM Srinivasavarma, SR Pydi… - The Journal of …, 2022 - Springer
Network intrusion detection systems (NIDS) require all the header matching rules to be
reported which is termed as multi-match packet classification. Ternary content-addressable …

A Partitioned CAM Architecture with FPGA Acceleration for Binary Descriptor Matching

P Soleimani, DW Capson, KF Li - ACM Transactions on Reconfigurable …, 2024 - dl.acm.org
An efficient architecture for image descriptor matching that uses a partitioned content-
addressable memory (CAM)-based approach is proposed. CAM is frequently used in high …

High-Performance Reconfigurable Pipeline Implementation for FPGA-Based SmartNIC

X Song, R Lu, Z Guo - Micromachines, 2024 - mdpi.com
As the key module of programmable switches or the SmartNIC card, the packet processing
pipeline undertakes the task of packet forwarding and processing. However, the current …

TeRa: Ternary and Range based packet classification engine

M Dhayalakumar, NM Sk - Integration, 2024 - Elsevier
This work proposes a novel approach to the hardware implementation of packet
classification in ASICs, using NAND-NOR logic at each stage. The proposed design utilizes …