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DVFS-Based Quality Maximization for Adaptive Applications With Diminishing Return

期刊: IEEE TRANSACTIONS ON COMPUTERS, 2021; 70 (5)

Application-level approximate computing exploits inherent resilience of adaptive applications, and trades off application output quality for runtime s......

LrGAN: A Compact and Energy Efficient PIM-Based Architecture for GAN Training

期刊: IEEE TRANSACTIONS ON COMPUTERS, 2021; 70 (9)

As a powerful unsupervised learning method, Generative Adversarial Network (GAN) plays an essential role in many domains. However, training a GAN impo......

High-Performance Constant-Time Discrete Gaussian Sampling

期刊: IEEE TRANSACTIONS ON COMPUTERS, 2021; 70 (7)

Discrete Gaussian distribution plays an essential role in lattice cryptography whereas naive implementations suffer from timing attacks. Unfortunately......

Enclavisor: A Hardware-Software Co-Design for Enclaves on Untrusted Cloud

期刊: IEEE TRANSACTIONS ON COMPUTERS, 2021; 70 (10)

The releases of Intel SGX and AMD SEV mark the transition of hardware-based enclaves from research prototypes to mainstream products. These two paradi......

Virtual Wall: Filtering Rootkit Attacks To Protect Linux Kernel Functions

期刊: IEEE TRANSACTIONS ON COMPUTERS, 2021; 70 (10)

Linux servers are being used in almost all clouds, datacenters and supercomputers today. Linux Kernel functions are facing a kind of malware attacks, ......

Efficient Repair Analysis Algorithm Exploration for Memory With Redundancy and In-Memory ECC

期刊: IEEE TRANSACTIONS ON COMPUTERS, 2021; 70 (5)

In-memory error correction code (ECC) is a promising technique to improve the yield and reliability of high density memory design. However, the use of......

Detecting the Capacitance-Based Gamepad for Protecting Mobile Game Fairness

期刊: IEEE TRANSACTIONS ON COMPUTERS, 2021; 70 (9)

Mobile game has become a big industry, whose success heavily depends on the game fairness. Recently, a new type of physical cheating instrument, the c......

BaPa: A Novel Approach of Improving Load Balance in Parallel Matrix Factorization for Recommender Systems

期刊: IEEE TRANSACTIONS ON COMPUTERS, 2021; 70 (5)

A simplified approach to accelerate matrix factorization of big data is to parallelize it. A commonly used method is to divide the matrix into multipl......

EnGN: A High-Throughput and Energy-Efficient Accelerator for Large Graph Neural Networks

期刊: IEEE TRANSACTIONS ON COMPUTERS, 2021; 70 (9)

Graph neural networks (GNNs) emerge as a powerful approach to process non-euclidean data structures and have been proved powerful in various applicati......

Optimizing the Response Time of Memcached Systems via Model and Quantitative Analysis

期刊: IEEE TRANSACTIONS ON COMPUTERS, 2021; 70 (9)

Memcached is a widely used in-memory caching solution in large-scale searching scenarios. The most crucial metric of Memcached systems is the response......

A Fast Lock for Explicit Message Passing Architectures

期刊: IEEE TRANSACTIONS ON COMPUTERS, 2021; 70 (10)

Synchronization is a crucial issue for multi-threaded programs. Mutex locks are widely used in legacy programs and are still popular for the intuition......

Contour: A Process Variation Aware Wear-Leveling Mechanism for Inodes of Persistent Memory File Systems

期刊: IEEE TRANSACTIONS ON COMPUTERS, 2021; 70 (7)

Existing persistent memory file systems exploit the fast, byte-addressable persistent memory (PM) to boost storage performance but ignore the limited ......

An FPGA Based Accelerator for Clustering Algorithms With Custom Instructions

期刊: IEEE TRANSACTIONS ON COMPUTERS, 2021; 70 (5)

Clustering algorithms are becoming popular and widely applied in many academic fields, such as machine learning, pattern recognition, and artificial i......

Exploiting Security Dependence for Conditional Speculation Against Spectre Attacks

期刊: IEEE TRANSACTIONS ON COMPUTERS, 2021; 70 (7)

Speculative execution side-channel vulnerabilities such as Spectre reveal that conventional architecture designs lack security consideration. This art......

Practical and Secure SVM Classification for Cloud-Based Remote Clinical Decision Services

期刊: IEEE TRANSACTIONS ON COMPUTERS, 2021; 70 (10)

Support vector machine (SVM) classification techniques have been widely adopted for building clinical decision models. In cloud-based remote clinical ......

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