| 2022 | A Black-Box Sensitization Attack on SAT-Hard Instances in Logic Obfuscation. Isaac McDaniel, Michael Zuzak, Ankur Srivastava |
| 2022 | A Flash-based Digital to Analog Converter for Low Power Applications. Kyler R. Scott, Sunil P. Khatri |
| 2022 | A Focused Garbage Collection Approach for Primary Deduplicated Storage with Low Memory Overhead. Jingsong Yuan, Xiangyu Zou, Han Xu, Zhichao Cao, Shiyi Li, Wen Xia, Peng Wang, Li Chen |
| 2022 | A Highly-Efficient Error Detection Technique for General Matrix Multiplication using Tiled Processing on SIMD Architecture. Chandra Sekhar Mummidi, Sandeep Bal, Brunno F. Goldstein, Sudarshan Srinivasan, Sandip Kundu |
| 2022 | A Hybrid Spin-CMOS Flash ADC based on Spin Hall Effect and Spin Transfer Torque. Hamdam Ghanatian, Hooman Farkhani, Farshad Moradi |
| 2022 | A Lightweight and Adaptive Cache Partitioning Scheme for Content Delivery Networks. Peng Wang, Zhelong Zhao, Yu Liu, Ke Zhou, Zhihai Huang, Yanxiong Chen |
| 2022 | A Multi-Factor Adaptive Multi-Level Cooperative Replacement Policy in Block Storage Systems. Yang Zhou, Fang Wang, Zhan Shi, Dan Feng |
| 2022 | A Stripe-Schedule Aware Repair Technique in the Heterogeneous Network for Erasure-coded Clusters. Hai Zhou, Dan Feng, Yuchong Hu |
| 2022 | A Study of STT-RAM-based In-Memory Computing Across the Memory Hierarchy. Dhruv Gajaria, Kevin Antony Gomez, Tosiron Adegbija |
| 2022 | AI-assisted Synthesis in Next Generation EDA: Promises, Challenges, and Prospects. Nan Wu, Yuan Xie, Cong Hao |
| 2022 | AOME: Autonomous Optimal Mapping Exploration Using Reinforcement Learning for NoC-based Accelerators Running Neural Networks. Yongqi Xue, Jinlun Ji, Xinyi Li, Siyue Li, Shize Zhou, Tong Cheng, Li Li, Yuxiang Fu |
| 2022 | Accelerating Garbage Collection of 3D Flash Memory via Exploiting Inter-Channel Parallelism. Hongbin Gong, Zhirong Shen, Jiwu Shu |
| 2022 | Accelerating Hybrid Quantized Neural Networks on Multi-tenant Cloud FPGA. Danielle Tchuinkou Kwadjo, Erman Nghonda Tchinda, Joel Mandebi Mbongue, Christophe Bobda |
| 2022 | Accelerating the Training of Single Layer Binary Neural Networks using the HHL Quantum Algorithm. Sonia Lopez Alarcon, Cory E. Merkel, Martin Hoffnagle, Sabrina Ly, Alejandro Pozas-Kerstjens |
| 2022 | Accurate Prediction of ReRAM Crossbar Performance Under I-V Nonlinearity and IR Drop. Sugil Lee, Mohammed E. Fouda, Jongeun Lee, Ahmed M. Eltawil, Fadi J. Kurdahi |
| 2022 | Adaptive Size-Aware Cache Insertion Policy for Content Delivery Networks. Peng Wang, Yu Liu, Zhelong Zhao, Ke Zhou, Zhihai Huang, Yanxiong Chen |
| 2022 | Analysis and Mitigation of Data Sanitization Overhead in DAX File Systems. Soyoung Park, Jongseok Kim, Younghoon Lim, Euiseong Seo |
| 2022 | Area Efficient Asynchronous Circuits for Side Channel Attack Mitigation. Dallas A. Phillips, Pingxiuqi Chen, John Marty Emmert |
| 2022 | Auto-tuning of AI/ML Graphs for Optimal Performance in a Heterogenous Processor System. Ravikumar V. Chakaravarthy, Hua Jiang, Raghav Chakravarthy, Siddharth Das |
| 2022 | BP-Im2col: Implicit Im2col Supporting AI Backpropagation on Systolic Arrays. Jianchao Yang, Mei Wen, Junzhong Shen, Yasong Cao, Minjin Tang, Renyu Yang, Jiawei Fei, Chunyuan Zhang |
| 2022 | Breakthrough to Adaptive and Cost-Aware Hardware-Assisted Zero-Day Malware Detection: A Reinforcement Learning-Based Approach. Zhangying He, Hosein Mohammadi Makrani, Setareh Rafatirad, Houman Homayoun, Hossein Sayadi |
| 2022 | CADedup: High-performance Consistency-aware Deduplication Based on Persistent Memory. Chunlin Song, Xianzhang Chen, Duo Liu, Xiaoliu Feng, Xi Yu, Jiali Li, Yujuan Tan, Ao Ren |
| 2022 | CNN Acceleration with Joint Optimization of Practical PIM and GPU on Embedded Devices. Tianyu Wang, Zhaoyan Shen, Zili Shao |
| 2022 | CPR: Crossbar-grain Pruning for an RRAM-based Accelerator with Coordinate-based Weight Mapping. Jihye Park, Seokhyeong Kang |
| 2022 | CoDG-ReRAM: An Algorithm-Hardware Co-design to Accelerate Semi-Structured GNNs on ReRAM. YiXuan Luo, Payman Behnam, Kiran Thorat, Zhuo Liu, Hongwu Peng, Shaoyi Huang, Shu Zhou, Omer Khan, Alexey Tumanov, Caiwen Ding, Tong Geng |
| 2022 | Collate: Collaborative Neural Network Learning for Latency-Critical Edge Systems. Shuo Huai, Di Liu, Hao Kong, Xiangzhong Luo, Weichen Liu, Ravi Subramaniam, Christian Makaya, Qian Lin |
| 2022 | Composite Instruction Prefetching. Gino Chacon, Elba Garza, Alexandra Jimborean, Alberto Ros, Paul V. Gratz, Daniel A. Jiménez, Samira Mirbagher Ajorpaz |
| 2022 | Contention Tracking in GPU Last-Level Cache. Javier Barrera, Leonidas Kosmidis, Hamid Tabani, Jaume Abella, Francisco J. Cazorla |
| 2022 | Cost-Aware TVM (CAT) Tensorization for Modern Deep Learning Accelerators. Yahang Hu, Yaohua Wang, Xiaoqiang Dan, Xiao Hu, Fei Liu, Jinpeng Li |
| 2022 | DNNCloak: Secure DNN Models Against Memory Side-channel Based Reverse Engineering Attacks. Yuezhi Che, Rujia Wang |
| 2022 | DPLFS: A Dual-Mode PCM-based Log-Structured File System. Wen Cheng, Telong Zheng, Lingfang Zeng, Yang Wang, André Brinkmann |
| 2022 | Design and Analysis of a Scalable and Efficient Quantum Circuit for LWE Matrix Arithmetic. Chao Lu, Utsav Banerjee, Kanad Basu |
| 2022 | Do Not Forget: Exploiting Stability-Plasticity Dilemma to Expedite Unsupervised SNN Training for Neuromorphic Processors. Myeongjin Kwak, Yongtae Kim |
| 2022 | ES4D: Accelerating Exact Similarity Search for High-Dimensional Vectors via Vector Slicing and In-SSD Computation. Juhwan Kim, Jongseon Seo, Jonghyeok Park, Sang-Won Lee, Hongchan Roh, Hyungmin Cho |
| 2022 | Efficient Finite State Machine Encoding for Defending Against Laser Fault Injection Attacks. Aruna Jayasena, Khushboo Rani, Prabhat Mishra |
| 2022 | Energy-Efficient Bus Encoding Techniques for Next-Generation PAM-4 DRAM Interfaces. Youri Su, Sanghun Lee, Eunji Song, Dongha Kim, Jaeduk Han, Hokeun Kim |
| 2022 | Energy-efficient Oriented Approximate Quantization Scheme for Fine-Grained Sparse Neural Network Acceleration. Tianyang Yu, Bi Wu, Ke Chen, Chenggang Yan, Weiqiang Liu |
| 2022 | Enhancing GPU Performance via Neighboring Directory Table Based Inter-TLB Sharing. Yajuan Du, Mingyang Liu, Yuqi Yang, Mingzhe Zhang, Xulong Tang |
| 2022 | Equivalence Checking for Flow-Based Computing. Sven Thijssen, Sumit Kumar Jha, Rickard Ewetz |
| 2022 | Exploiting Quantum Assertions for Error Mitigation and Quantum Program Debugging. Peiyi Li, Ji Liu, Yangjia Li, Huiyang Zhou |
| 2022 | FHAM: FPGA-based High-Efficiency Approximate Multipliers via LUT Encoding. Shangshang Yao, Liang Zhang |
| 2022 | FSA: An Efficient Fault-tolerant Systolic Array-based DNN Accelerator Architecture. Yingnan Zhao, Ke Wang, Ahmed Louri |
| 2022 | Fault Localization for Hardware Design Code with Time-Aware Program Spectrum. Jiang Wu, Zhuo Zhang, Deheng Yang, Xiankai Meng, Jiayu He, Xiaoguang Mao, Yan Lei |
| 2022 | FedNorm: An Efficient Federated Learning Framework with Dual Heterogeneity Coexistence on Edge Intelligence Systems. Zirui Lian, Weihong Liu, Jing Cao, Zongwei Zhu, Xuehai Zhou |
| 2022 | Full Stack Parallel Online Hyperdimensional Regression on FPGA. Hanning Chen, M. Hassan Najafi, Elaheh Sadredini, Mohsen Imani |
| 2022 | GCNTrain: A Unified and Efficient Accelerator for Graph Convolutional Neural Network Training. Heng Lu, Zhuoran Song, Xing Li, Naifeng Jing, Xiaoyao Liang |
| 2022 | GRPU: An Efficient Graph-based Cross-Rack Parallel Update Scheme for Cloud Storage Systems. Ranhao Jia, Haiwei Deng, Yunfei Gu, Huangzhen Xue, Chentao Wu, Shiyi Li, Jie Li, Guangtao Xue, Minyi Guo |
| 2022 | HL-DNA: A Hybrid Lossy/Lossless Encoding Scheme to Enhance DNA Storage Density and Robustness for Images. Yi Li, David H. C. Du, Li Ou, Bingzhe Li |
| 2022 | HPMA-Saber: High-Performance Polynomial Multiplication Accelerator for KEM Saber. Pengzhou He, Tianyou Bao, Yazheng Tu, Jiafeng Xie |
| 2022 | HaLSM: A Hotspot-aware LSM-tree based Key-Value Storage Engine. Jianshun Zhang, Fang Wang, Chao Dong |
| 2022 | Hardware Efficient FIR Filter Architectures Using Accurate Unary Stochastic Computing. Kamyar Givaki, Ahmad Khonsari, M. Hossein Gholamrezaei, Dara Rahmati, Saeid Gorgin |
| 2022 | Hardware Minimization of Two-Level Adiabatic Logic Based on Weighted Maximum Stable Set Problem. Yuya Ushioda, Mineo Kaneko |
| 2022 | HyFarM: Task Orchestration on Hybrid Far Memory for High Performance Per Bit. Jing Wang, Chao Li, Junyi Mei, Hao He, Taolei Wang, Pengyu Wang, Lu Zhang, Minyi Guo, Hanqing Wu, Dongbai Chen, Xiangwen Liu |
| 2022 | Hyperdimensional Hybrid Learning on End-Edge-Cloud Networks. Mariam Issa, Sina Shahhosseini, Yang Ni, Tianyi Hu, Danny Abraham, Amir M. Rahmani, Nikil D. Dutt, Mohsen Imani |
| 2022 | IEEE 40th International Conference on Computer Design, ICCD 2022, Olympic Valley, CA, USA, October 23-26, 2022 |
| 2022 | In-depth Testing of x86 Instruction Disassemblers with Feedback Controlled DFS Algorithm. Guang Wang, Ziyuan Zhu, Xu Cheng, Dan Meng |
| 2022 | InDeF: An Advanced Defragmenter Supporting Migration Offloading on ZNS SSD. Wenjie Qi, Zhipeng Tan, Jicheng Shao, Lihua Yang, Yang Xiao |
| 2022 | Instruction-aware Learning-based Timing Error Models through Significance-driven Approximations. Styliani Tompazi, Ioannis Tsiokanos, Jesús Martínez del Rincón, Lev Mukhanov, Georgios Karakonstantis |
| 2022 | Iron-Dome: Securing IoT Networked Systems at Runtime by Network and Device Characteristics to Confine Malware Epidemics. Sanket Shukla, Abhijitt Dhavlle, Sai Manoj P. D., Houman Homayoun, Setareh Rafatirad |
| 2022 | LAK: A Low-Overhead Lock-and-Key Based Schema for GPU Memory Safety. Chaochao Zhang, Rui Hou |
| 2022 | LEAPER: Fast and Accurate FPGA-based System Performance Prediction via Transfer Learning. Gagandeep Singh, Dionysios Diamantopoulos, Juan Gómez-Luna, Sander Stuijk, Henk Corporaal, Onur Mutlu |
| 2022 | LightNorm: Area and Energy-Efficient Batch Normalization Hardware for On-Device DNN Training. Seock-Hwan Noh, Junsang Park, Dahoon Park, Jahyun Koo, Jeik Choi, Jaeha Kung |
| 2022 | Log-ROC: Log Structured RAID on Open-Channel SSD. Teng Ma, Zhitao Li, Ning Liu |
| 2022 | MG-Voltage: Characterizing and Mitigating Voltage Noise in MCM-GPU Architectures. Jingweijia Tan, Keyu Chen, Kaige Yan |
| 2022 | Machine Learning for Quantum Hardware Performance Assessment. Vedika Saravanan, Samah Mohamed Saeed |
| 2022 | Model Checking Leveraged Error Localization for Complex RTL Designs. Suriya Srinivasan, Ranga Vemuri |
| 2022 | Modeling of Noisy Quantum Circuits using Random Matrix Theory. Daniel Volya, Prabhat Mishra |
| 2022 | MultiCon: An Efficient Timing-based Side Channel Attack on Shared Memory Multicores. Usman Ali, Omer Khan |
| 2022 | NapFS: A High-Performance NUMA-Aware PM File System. Wenqing Jia, Dejun Jiang, Jin Xiong |
| 2022 | Nesting Forward Automatic Differentiation for Memory-Efficient Deep Neural Network Training. Cong Guo, Yuxian Qiu, Jingwen Leng, Chen Zhang, Ying Cao, Quanlu Zhang, Yunxin Liu, Fan Yang, Minyi Guo |
| 2022 | NeuroFabric: Hardware and ML Model Co-Design for A Priori Sparse Neural Network Training. Mihailo Isakov, Michel A. Kinsy |
| 2022 | On the Design of Quantum Graph Convolutional Neural Network in the NISQ-Era and Beyond. Zhirui Hu, Jinyang Li, Zhenyu Pan, Shanglin Zhou, Lei Yang, Caiwen Ding, Omer Khan, Tong Geng, Weiwen Jiang |
| 2022 | Optimization of Quantum Read-Only Memory Circuits. Koustubh Phalak, Mahabubul Alam, Abdullah Ash-Saki, Rasit Onur Topaloglu, Swaroop Ghosh |
| 2022 | Optimizing ML Classification Models for Constrained EDA Resource Budgets. Ganapathy Parthasarathy, Bhuvnesh Kumar, Saurav Nanda, Parivesh Choudhary, Sridhar Rajakumar |
| 2022 | PACA: A Page Type Aware Read Cache Scheme in QLC Flash-based SSDs. Qihui Chen, Shuai Wang, You Zhou, Fei Wu, Shu Li, Zhengyong Wang, Changsheng Xie |
| 2022 | Power-Performance Characterization of TinyML Systems. Yujie Zhang, Dhananjaya Wijerathne, Zhaoying Li, Tulika Mitra |
| 2022 | Purlin: A Versatile Toolkit for the Generation and Simulation of On-Chip Networks. Yijiang Guo, Xinming Wei, Jiaxi Zhang, Guojie Luo |
| 2022 | RCS: A Redirection Computational Scheduler to Accelerate Straggler Recovery for Erasure Coded Cloud Storage System. Xinzhe Cao, Yunfei Gu, Chentao Wu, Jie Li, Minyi Guo, Yuanyuan Dong, Yafei Zhao |
| 2022 | RHSCC-16T: Radiation Hardened Sextuple Cross Coupled Robust SRAM Design for Radiation Prone Environments. Pramod Kumar Bharti, Joycee Mekie |
| 2022 | RMMIO: Enabling Reliable Memory-Mapped I/O for Persistent Memory Systems. Bo Ding, Wei Tong, Yu Hua, Zhangyu Chen, Xueliang Wei, Dan Feng |
| 2022 | Randomize and Match: Exploiting Irregular Sparsity for Energy Efficient Processing in SNNs. Fangxin Liu, Zongwu Wang, Wenbo Zhao, Yongbiao Chen, Tao Yang, Xiaokang Yang, Li Jiang |
| 2022 | Reexamining CGRA Memory Sub-system for Higher Memory Utilization and Performance. Lei Dai, Ying Wang, Cheng Liu, Fuping Li, Huawei Li, Xiaowei Li |
| 2022 | RelHD: A Graph-based Learning on FeFET with Hyperdimensional Computing. Jaeyoung Kang, Minxuan Zhou, Abhinav Bhansali, Weihong Xu, Anthony Thomas, Tajana Rosing |
| 2022 | RepKV: A Replicated Key-Value Store to Boost Multiple Indices for Key-Value Separation. Chenlei Tang, Jiguang Wan, Zhihu Tan, Guokuan Li |
| 2022 | SLAP-CC: Set-Level Adaptive Prefetching for Compressed Caches. Laith M. AlBarakat, Paul V. Gratz, Daniel A. Jiménez |
| 2022 | SOMALib: Library of Exact and Approximate Activation Functions for Hardware-efficient Neural Network Accelerators. Prashanth H. C., Madhav Rao |
| 2022 | Scheduling Information-Guided Efficient High-Level Synthesis Design Space Exploration. Xingyue Qian, Jian Shi, Li Shi, Haoyang Zhang, Lijian Bian, Weikang Qian |
| 2022 | Secure Access Policy (SAP): Invisibly Executing Speculative Unsafe Accesses in an Isolated Environment. Xiaoni Meng, Qiusong Yang, Yiwei Ci, Pei Zhao, Shan Zhao, Tianlin Huo, Mingshu Li |
| 2022 | Segmenting Age Matrices to Improve Instruction Scheduling without Increasing Delay and Area. Hideki Ando |
| 2022 | SoftFusion: A Low-Cost Approach to Enhance Reliability of Object Detection Applications. Salar Latifi, Babak Zamirai, Scott A. Mahlke |
| 2022 | SoftSSD: Software-defined SSD Development Platform for Rapid Flash Firmware Prototyping. Jin Xue, Renhai Chen, Zili Shao |
| 2022 | Sparkle: A High Efficient Sparse Matrix Multiplication Accelerator for Deep Learning. Shiyao Xu, Jingfei Jiang, Jinwei Xu, Chaorun Liu, Yuanhong He, Xiaohang Liu, Lei Gao |
| 2022 | SuperCDC: A Hybrid Design of High-Performance Content-Defined Chunking for Fast Deduplication. Binzhaoshuo Wan, Lifeng Pu, Xiangyu Zou, Shiyi Li, Peng Wang, Wen Xia |
| 2022 | Supporting Dynamic Translation Granularity for Hybrid Memory Systems. Bokyeong Kim, Soojin Hwang, Sanghoon Cha, Chang Hyun Park, Jongse Park, Jaehyuk Huh |
| 2022 | Tear Up the Bubble Boom: Lessons Learned From a Deep Learning Research and Development Cluster. Zehua Yang, Zhisheng Ye, Tianhao Fu, Jing Luo, Xiong Wei, Yingwei Luo, Xiaolin Wang, Zhenlin Wang, Tianwei Zhang |
| 2022 | TermiNETor: Early Convolution Termination for Efficient Deep Neural Networks. Uday Mallappa, Pranav Gangwar, Behnam Khaleghi, Haichao Yang, Tajana Rosing |
| 2022 | TizBin: A Low-Power Image Sensor with Event and Object Detection Using Efficient Processing-in-Pixel Schemes. Sepehr Tabrizchi, Shaahin Angizi, Arman Roohi |
| 2022 | Towards Real-Time Temporal Graph Learning. Deniz Gurevin, Mohsin Shan, Tong Geng, Weiwen Jiang, Caiwen Ding, Omer Khan |
| 2022 | Towards Sparsification of Graph Neural Networks. Hongwu Peng, Deniz Gurevin, Shaoyi Huang, Tong Geng, Weiwen Jiang, Omer Khan, Caiwen Ding |
| 2022 | Transition Recovery Attack on Embedded State Machines Using Power Analysis. Clay Carper, Andey Robins, Mike Borowczak |
| 2022 | Tripod: Harmonizing Job Scheduling and Data Caching for Analytics Frameworks. Yulai Tong, Cheng Wang, Jiazhen Liu, Hua Wang, Ke Zhou |
| 2022 | Trojan Resilience in Implantable and Wearable Medical Devices with Virtual Biosensing. Shakil Mahmud, Farhath Zareen, Brooks Olney, Mateus Augusto Fernandes Amador, Robert Karam |
| 2022 | Tunable Memory Protection for Secure Neural Processing Units. Sunho Lee, Seonjin Na, Jungwoo Kim, Jongse Park, Jaehyuk Huh |
| 2022 | VEA: An FPGA-Based Voxel Encoding Accelerator for 3D Object Detection with LiDAR. Xin Li, Ao Ren, Yujuan Tan, Xusheng Li, Zhetong Huang, Chengliang Wang, Xianzhang Chen, Duo Liu |
| 2022 | VSA: A Hybrid Vector-Systolic Architecture. Mateo Vázquez Maceiras, Muhammad Waqar Azhar, Pedro Trancoso |
| 2022 | ZNSKV: Reducing Data Migration in LSMT-Based KV Stores on ZNS SSDs. Denghui Wu, Biyong Liu, Wei Zhao, Wei Tong |
| 2022 | csRNA: Connection-Scalable RDMA NIC Architecture in Datacenter Environment. Ning Kang, Zhan Wang, Fan Yang, Xiaoxiao Ma, Zhenlong Ma, Guojun Yuan, Guangming Tan |