ACM Transactions on Embedded Computing Systems

Papers
(The TQCC of ACM Transactions on Embedded Computing Systems is 7. The table below lists those papers that are above that threshold based on CrossRef citation counts [max. 250 papers]. The publications cover those that have been published in the past four years, i.e., from 2021-05-01 to 2025-05-01.)
ArticleCitations
REC: REtime Convolutional Layers to Fully Exploit Harvested Energy for ReRAM-based CNN Accelerators65
Introduction to the Special Issue on Memory and Storage Systems for Embedded and IoT Applications53
Contention Grading and Adaptive Model Selection for Machine Vision in Embedded Systems52
Model-based Toolchain for Core Flight System (cFS) Embedded Systems50
Excluding Parallel Execution to Improve Global Fixed Priority Response Time Analysis42
Formal Synthesis of Neural Barrier Certificates for Continuous Systems via Counterexample Guided Learning41
Holistic Resource Allocation Under Federated Scheduling for Parallel Real-time Tasks37
Hardware Acceleration for Embedded Keyword Spotting: Tutorial and Survey36
A Unified Programmable Edge Matrix Processor for Deep Neural Networks and Matrix Algebra35
RiSA: A Reinforced Systolic Array for Depthwise Convolutions and Embedded Tensor Reshaping34
Thermal-aware Adaptive Platform Management for Heterogeneous Embedded Systems33
A Comprehensive Survey on Deep Learning-based Predictive Maintenance32
ViT4Mal: Lightweight Vision Transformer for Malware Detection on Edge Devices31
Neural Abstraction-Based Controller Synthesis and Deployment29
A Self-Sustained CPS Design for Reliable Wildfire Monitoring29
IoV-Fog-Assisted Framework for Accident Detection and Classification29
PolyARBerNN: A Neural Network Guided Solver and Optimizer for Bounded Polynomial Inequalities29
More Is Less: Model Augmentation for Intermittent Deep Inference28
WasmAndroid: A Cross-Platform Runtime for Native Programming Languages on Android28
Declarative Power Sequencing28
Graph Transformations for Memory Peak Minimization by Scheduling26
Distributed Task Offloading and Resource Purchasing in NOMA-Enabled Mobile Edge Computing: Hierarchical Game Theoretical Approaches24
Towards Building Verifiable CPS using Lingua Franca23
Securing Pacemakers using Runtime Monitors over Physiological Signals23
Formal Modeling of Hybrid System Based on Semi-continuous Colored Petri Net: A Case Study of Adaptive Cruise Control System23
SIAM: Chiplet-based Scalable In-Memory Acceleration with Mesh for Deep Neural Networks23
FSIMR: File-system-aware Data Management for Interlaced Magnetic Recording22
An Efficient and Flexible Stochastic CGRA Mapping Approach22
Automatic Generation of Resource and Accuracy Configurable Processing Elements21
Cross-Layer Adaptation with Safety-Assured Proactive Task Job Skipping20
Regime Inference for Sound Floating-Point Optimizations20
Performance Modeling of Computer Vision-based CNN on Edge GPUs20
Automatic Generation of Fast and Accurate Performance Models for Deep Neural Network Accelerators20
Enhancing the Energy Efficiency and Robustness of tinyML Computer Vision Using Coarsely-quantized Log-gradient Input Images19
Scalable Binary Neural Network Applications in Oblivious Inference19
IoT-Fog-Cloud Centric Earthquake Monitoring and Prediction19
Reg-Tune: A Regression-Focused Fine-Tuning Approach for Profiling Low Energy Consumption and Latency18
Mining Hyperproperties using Temporal Logics18
DyCo: Dynamic, Contextualized AI Models18
PEak: A Single Source of Truth for Hardware Design and Verification17
Kryptonite: Worst-Case Program Interference Estimation on Multi-Core Embedded Systems17
Federated Self-training for Semi-supervised Audio Recognition17
Evolution Function Based Reach-Avoid Verification for Time-varying Systems with Disturbances17
Formally Verified Loop-Invariant Code Motion and Assorted Optimizations17
CARIn: Constraint-Aware and Responsive Inference on Heterogeneous Devices for Single- and Multi-DNN Workloads17
Guaranteeing Timely Response to Changes of Monitored Objects by Assigning Deadlines and Periods to Tasks17
Early DSE and Automatic Generation of Coarse-grained Merged Accelerators16
BASS: Safe Deep Tissue Optical Sensing for Wearable Embedded Systems16
Improving Worst-case TSN Communication Times of Large Sensor Data Samples by Exploiting Synchronization15
RPFF-PA : Reliable and Parallel Fault-tolerant Framework for Path Latency Reduction Deployed in Register Arrays15
DTRL: Decision Tree-based Multi-Objective Reinforcement Learning for Runtime Task Scheduling in Domain-Specific System-on-Chips15
EXPRESS: A Framework for Execution Time Prediction of Concurrent CNNs on Xilinx DPU Accelerator15
Optimus: An Operator Fusion Framework for Deep Neural Networks15
Multi-Compression Scale DNN Inference Acceleration based on Cloud-Edge-End Collaboration14
Software-Managed Read and Write Wear-Leveling for Non-Volatile Main Memory14
Supervisory Control for Dynamic Feature Configuration in Product Lines14
Criticality-aware Monitoring and Orchestration for Containerized Industry 4.0 Environments14
A Write-Related and Read-Related DRAM Allocation Strategy Inside Solid-State Drives (SSDs)14
WARM-tree: Making Quadtrees Write-efficient and Space-economic on Persistent Memories13
A Highly Hardware Efficient ML-KEM Accelerator with Optimised Architectural Layers13
XimSwap: Many-to-Many Face Swapping for TinyML13
Coarse-Grained Task Parallelization by Dynamic Profiling for Heterogeneous SoC-Based Embedded System13
Introduction to the Special Issue on Accelerating AI on the Edge – Part 113
Rtkaller: State-aware Task Generation for RTOS Fuzzing13
A Hierarchical Classification Method for High-accuracy Instruction Disassembly with Near-field EM Measurements13
Analog In-memory Circuit Design of Polynomial Multiplication for Lattice Cipher Acceleration Application12
Telomere: Real-Time NAND Flash Storage12
Elements of Timed Pattern Matching12
ZIP-CNN: Design Space Exploration for CNN Implementation within a MCU12
A Robust and Energy Efficient Hyperdimensional Computing System for Voltage-scaled Circuits12
Leveraging Computational Storage for Power-Efficient Distributed Data Analytics12
Store-n-Learn: Classification and Clustering with Hyperdimensional Computing across Flash Hierarchy11
DOCTOR: A Multi-Disease Detection Continual Learning Framework Based on Wearable Medical Sensors11
AdaTest: Reinforcement Learning and Adaptive Sampling for On-chip Hardware Trojan Detection11
RTPL: A Real-Time Communication Protocol for LoRa Network11
An Energy-Efficient DRAM Cache Architecture for Mobile Platforms With PCM-Based Main Memory11
Cache Abstraction for Data Race Detection in Heterogeneous Systems with Non-coherent Accelerators11
A Predictable QoS-aware Memory Request Scheduler for Soft Real-time Systems11
Efficient and Robust Edge AI: Software, Hardware, and the Co-design11
TAB: Unified and Optimized Ternary, Binary, and Mixed-precision Neural Network Inference on the Edge10
DynO: Dynamic Onloading of Deep Neural Networks from Cloud to Device10
CABARRE: Request Response Arbitration for Shared Cache Management10
Toward Optimal Softcore Carry-aware Approximate Multipliers on Xilinx FPGAs10
Probabilistic Reaction Time Analysis9
TreeHouse: An MLIR-based Compilation Flow for Real-Time Tree-based Inference9
An Efficient CNN Accelerator for Low-Cost Edge Systems9
Florets for Chiplets: Data Flow-aware High-Performance and Energy-efficient Network-on-Interposer for CNN Inference Tasks9
RegKey: A Register-based Implementation of ECC Signature Algorithms Against One-shot Memory Disclosure9
HDLRuby: A Ruby Extension for Hardware Description and Its Translation to Synthesizable Verilog HDL9
VADF: V ersatile A pproximate D ata F ormats for Energy-Efficient Computing9
Faster Implementation of Ideal Lattice-Based Cryptography Using AVX5129
Wireless Perceptual Space Modeling Method for Cross-Domain Human Activity Recognition9
Hierarchical Resource Orchestration Framework for Real-time Containers9
Fast Loosely-Timed Deep Neural Network Models with Accurate Memory Contention9
Application-Level Evaluation of IEEE 802.1AS Synchronized Time and Linux for Distributed Real-Time Systems9
Tutorial: A Novel Runtime Environment for Accelerator-Rich Heterogeneous Architectures9
Virtualizing a Post-Moore’s Law Analog Mesh Processor: The Case of a Photonic PDE Accelerator9
Domain-Specific Architectures: Research Problems and Promising Approaches9
Robust Embedded Autonomous Driving Positioning System Fusing LiDAR and Inertial Sensors8
Lightweight Champions of the World: Side-Channel Resistant Open Hardware for Finalists in the NIST Lightweight Cryptography Standardization Process8
Analysis of EM Fault Injection on Bit-sliced Number Theoretic Transform Software in Dilithium8
Precise Correlation Extraction for IoT Fault Detection With Concurrent Activities8
????????????????????????: Utilizing Hyperdimensional Computing for a More Robust and Efficient Machine Learning System8
DaCapo: An On-Device Learning Scheme for Memory-Constrained Embedded Systems8
Code Generation for Neural Networks Based on Fixed-point Arithmetic8
Dataflow Driven Partitioning of Machine Learning Applications for Optimal Energy Use in Batteryless Systems8
Challenges and Opportunities of Security-Aware EDA8
Verifying Stochastic Hybrid Systems with Temporal Logic Specifications via Model Reduction8
SHARP: An Adaptable, Energy-Efficient Accelerator for Recurrent Neural Networks8
Software Optimization and Design Methodology for Low Power Computer Vision Systems8
COBRRA: COntention-aware cache Bypass with Request-Response Arbitration8
Introduction to the Special Issue on Domain-Specific System-on-Chip Architectures and Run-Time Management Techniques8
An Intermediate-Centric Dataflow for Transposed Convolution Acceleration on FPGA8
Rectifying Skewed Kernel Page Reclamation in Mobile Devices for Improving User-Perceivable Latency8
Power Side-channel Attack Resistant Circuit Designs of ARX Ciphers Using High-level Synthesis8
A Design Flow for Scheduling Spiking Deep Convolutional Neural Networks on Heterogeneous Neuromorphic System-on-Chip8
Predictive Monitoring with Logic-Calibrated Uncertainty for Cyber-Physical Systems8
High-Level Approaches to Hardware Security: A Tutorial7
An Investigation on Hardware-Aware Vision Transformer Scaling7
A Compact and Parallel Swap-Based Shuffler Based on Butterfly Network and Its Complexity Against Side Channel Analysis7
Synergistically Exploiting CNN Pruning and HLS Versioning for Adaptive Inference on Multi-FPGAs at the Edge7
CORIDOR: Using CO herence and Tempo R al Local I ty to Mitigate Read D isurb7
Regular Composite Resource Partitioning and Reconfiguration in Open Systems7
Let Coarse-Grained Resources Be Shared: Mapping Entire Neural Networks on FPGAs7
SPHINCSLET: An Area-Efficient Accelerator for the Full SPHINCS+ Digital Signature Algorithm7
Improving Variational Autoencoder based Out-of-Distribution Detection for Embedded Real-time Applications7
Benchmarking and Configuring Security Levels in Intermittent Computing7
Attack-resilient Fusion of Sensor Data with Uncertain Delays7
Mapping Computations in Heterogeneous Multicore Systems with Statistical Regression on Program Inputs7
HSPA: High-Throughput Sparse Polynomial Multiplication for Code-based Post-Quantum Cryptography7
MARS: mmWave-based Assistive Rehabilitation System for Smart Healthcare7
A Survey of Blockchain Data Management Systems7
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