期刊： IEEE COMPUTER ARCHITECTURE LETTERS, 2021; 20 (2)
This letter reveals that performing microarchitecture-dependent, or microarchitecture-independent, or ISA-independent workload characterization alone ......
期刊： IEEE COMPUTER ARCHITECTURE LETTERS, 2021; 20 (1)
Derived from the fusion of graph traversal and neural networks, graph convolutional neural networks (GCNs) have achieved state-of-the-art performance ......
期刊： IEEE COMPUTER ARCHITECTURE LETTERS, 2020; 19 (2)
Cloud applications are increasingly relying on hundreds of loosely-coupled microservices to complete user requests that meet an application's end-to-e......
期刊： IEEE COMPUTER ARCHITECTURE LETTERS, 2020; 19 (1)
Graph convolutional neural networks (GCNs) have achieved state-of-the-art performance on graph-structured data analysis. Like traditional neural netwo......
期刊： IEEE COMPUTER ARCHITECTURE LETTERS, 2020; 19 (1)
In this letter, we proposed a high-performance quantum-dot cellular automata (QCA) design of generalized pipeline cellular array (GPCA). The GPCA can ......
期刊： IEEE COMPUTER ARCHITECTURE LETTERS, 2020; 19 (1)
Graph neural networks (GNN) represent an emerging line of deep learning models that operate on graph structures. It is becoming more and more popular ......
期刊： IEEE COMPUTER ARCHITECTURE LETTERS, 2019; 18 (1)
With the advent of big data applications and new process technologies, Process-in-Memory (PIM) attracts much attention in memory research as the archi......
期刊： IEEE COMPUTER ARCHITECTURE LETTERS, 2019; 18 (1)
Frame latency in continuous vision significantly impacts the agility of intelligent machines that interact with the environment via cameras. However, ......
期刊： IEEE COMPUTER ARCHITECTURE LETTERS, 2019; 18 (1)
ReRAM-based neural network accelerators (RNAs) could outshine their digital counterparts in terms of computational efficiency and performance remarkab......
期刊： IEEE COMPUTER ARCHITECTURE LETTERS, 2019; 18 (1)
Accelerators are becoming popular owing to their exceptional performance and power-efficiency. However, researchers are yet to pay close attention to ......
期刊： IEEE COMPUTER ARCHITECTURE LETTERS, 2019; 18 (2)
Code Pointer Integrity (CPI) is an efficient control flow protection technique focusing on sensitive code pointers with a formal proof of security, bu......
期刊： IEEE COMPUTER ARCHITECTURE LETTERS, 2019; 18 (2)
Multi-GPU systems are widely used in data centers to provide significant speedups to compute-intensive workloads such as deep neural network training.......
期刊： IEEE COMPUTER ARCHITECTURE LETTERS, 2018; 17 (2)
Colocating multiple applications on the same spatial multitasking GPGPU improves the system-wide throughput. However, the colocated applications are s......
期刊： IEEE COMPUTER ARCHITECTURE LETTERS, 2018; 17 (2)
Phase-change memory (PCM) and resistive memory (RRAM) are promising alternatives to traditional memory technologies. However, both PCM and RRAM suffer......
期刊： IEEE COMPUTER ARCHITECTURE LETTERS, 2018; 17 (2)
STT-MRAMis a second generation MRAM technology that addresses many of the scaling problems of earlier generation magnetic RAMs, and is a promising can......
