22 citations · 30 across the 12 of their papers we have counts for
12 papers
SAIL: SRAM-Accelerated LLM Inference System with Lookup-Table-based GEMV
Jingyao Zhang, Jaewoo Park, Jongeun Lee +1
Large Language Model (LLM) inference requires substantial computational resources, yet CPU-based inference remains essential for democratizing AI due to the widespread availability…
No One-Size-Fits-All: A Workload-Driven Characterization of Bit-Parallel vs. Bit-Serial Data Layouts for Processing-using-Memory
Jingyao Zhang, Elaheh Sadredini
Processing-in-Memory (PIM) is a promising approach to overcoming the memory-wall bottleneck. However, the PIM community has largely treated its two fundamental data layouts, Bit-Pa…
A Near-Cache Architectural Framework for Cryptographic Computing
Jingyao Zhang, Elaheh Sadredini
Recent advancements in post-quantum cryptographic algorithms have led to their standardization by the National Institute of Standards and Technology (NIST) to safeguard information…
CryptoSRAM: Enabling High-Throughput Cryptography on MCUs via In-SRAM Computing
Jingyao Zhang, Elaheh Sadredini
Secure communication is a critical requirement for Internet of Things (IoT) devices, which are often based on Microcontroller Units (MCUs). Current cryptographic solutions, which r…
FuSeFL: Fully Secure and Scalable Federated Learning
Sahar Ghoflsaz Ghinani, Elaheh Sadredini
Federated Learning (FL) enables collaborative model training without centralizing client data, making it attractive for privacy-sensitive domains. While existing approaches employ…
Enabling Low-Cost Secure Computing on Untrusted In-Memory Architectures
Sahar Ghoflsaz Ghinani, Jingyao Zhang, Elaheh Sadredini
Modern computing systems are limited in performance by the memory bandwidth available to processors, a problem known as the memory wall. Processing-in-Memory (PIM) promises to subs…
GPUVM: GPU-driven Unified Virtual Memory
Nurlan Nazaraliyev, Elaheh Sadredini, Nael Abu-Ghazaleh
Graphics Processing Units (GPUs) leverage massive parallelism and large memory bandwidth to support high-performance computing applications, such as multimedia rendering, crypto-mi…
BP-NTT: Fast and Compact in-SRAM Number Theoretic Transform with Bit-Parallel Modular Multiplication
Jingyao Zhang, Mohsen Imani, Elaheh Sadredini
Number Theoretic Transform (NTT) is an essential mathematical tool for computing polynomial multiplication in promising lattice-based cryptography. However, costly division operati…
Inhale: Enabling High-Performance and Energy-Efficient In-SRAM Cryptographic Hash for IoT
Jingyao Zhang, Elaheh Sadredini
In the age of big data, information security has become a major issue of debate, especially with the rise of the Internet of Things (IoT), where attackers can effortlessly obtain p…
Sealer: In-SRAM AES for High-Performance and Low-Overhead Memory Encryption
Jingyao Zhang, Hoda Naghibijouybari, Elaheh Sadredini
To provide data and code confidentiality and reduce the risk of information leak from memory or memory bus, computing systems are enhanced with encryption and decryption engine. De…
An Improved Scheme for Pre-computed Patterns in Core-based SoC Architecture
Elaheh Sadredini, Reza Rahimi, Paniz Foroutan +2
By advances in technology, integrated circuits have come to include more functionality and more complexity in a single chip. Although methods of testing have improved, but the incr…
Test Generation and Scheduling for a Hybrid BIST Considering Test Time and Power Constraint
Elaheh Sadredini, Mohammad Hashem Haghbayan, Mahmood Fathy +1
This paper presents a novel approach for test generation and test scheduling for multi-clock domain SoCs. A concurrent hybrid BIST architecture is proposed for testing cores. Furth…