ACM Transactions on Embedded Computing Systems

Papers
(The TQCC of ACM Transactions on Embedded Computing Systems is 6. 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 2021-09-01 to 2025-09-01.)
ArticleCitations
RiSA: A Reinforced Systolic Array for Depthwise Convolutions and Embedded Tensor Reshaping71
Excluding Parallel Execution to Improve Global Fixed Priority Response Time Analysis68
Holistic Resource Allocation Under Federated Scheduling for Parallel Real-time Tasks52
Introduction to the Special Issue on Memory and Storage Systems for Embedded and IoT Applications51
Model-based Toolchain for Core Flight System (cFS) Embedded Systems48
REC: REtime Convolutional Layers to Fully Exploit Harvested Energy for ReRAM-based CNN Accelerators46
A Unified Programmable Edge Matrix Processor for Deep Neural Networks and Matrix Algebra44
Thermal-aware Adaptive Platform Management for Heterogeneous Embedded Systems43
A Novel Lattice-Based Fault Injection Attack Targeting the Nonce in the SM2 Digital Signature Algorithm42
Hardware Acceleration for Embedded Keyword Spotting: Tutorial and Survey42
SideDRAM: Integrating SoftSIMD Datapaths near DRAM Banks for Energy-Efficient Variable Precision Computation39
FLASH: Deadline-Aware Flexible LLC Arbitration and Scheduling for Hardware Accelerators39
Formal Synthesis of Neural Barrier Certificates for Continuous Systems via Counterexample Guided Learning39
A Comprehensive Survey on Deep Learning-based Predictive Maintenance37
Contention Grading and Adaptive Model Selection for Machine Vision in Embedded Systems36
More Is Less: Model Augmentation for Intermittent Deep Inference35
ViT4Mal: Lightweight Vision Transformer for Malware Detection on Edge Devices35
Distributed Task Offloading and Resource Purchasing in NOMA-Enabled Mobile Edge Computing: Hierarchical Game Theoretical Approaches35
A Self-Sustained CPS Design for Reliable Wildfire Monitoring32
PolyARBerNN: A Neural Network Guided Solver and Optimizer for Bounded Polynomial Inequalities30
Neural Abstraction-Based Controller Synthesis and Deployment29
WasmAndroid: A Cross-Platform Runtime for Native Programming Languages on Android29
Declarative Power Sequencing29
IoV-Fog-Assisted Framework for Accident Detection and Classification28
Graph Transformations for Memory Peak Minimization by Scheduling27
TAFP-ViT: A Transformer Accelerator via QKV Computational Fusion and Adaptive Pruning for Vision Transformer26
VoxDepth : Rectification of Depth Images on Edge Devices26
Large or Small: Harnessing the Erase Duality of Emerging Bit-Alterable NAND Flash to Suppress Tail Latency24
Kryptonite: Worst-Case Program Interference Estimation on Multi-Core Embedded Systems23
Scalable Binary Neural Network Applications in Oblivious Inference22
An Efficient and Flexible Stochastic CGRA Mapping Approach22
Formally Verified Loop-Invariant Code Motion and Assorted Optimizations22
Enhancing the Energy Efficiency and Robustness of tinyML Computer Vision Using Coarsely-quantized Log-gradient Input Images21
Securing Pacemakers Using Runtime Monitors over Physiological Signals21
Formal Modeling of Hybrid System Based on Semi-continuous Colored Petri Net: A Case Study of Adaptive Cruise Control System20
Automatic Generation of Resource and Accuracy Configurable Processing Elements20
Automatic Generation of Fast and Accurate Performance Models for Deep Neural Network Accelerators20
IoT-Fog-Cloud Centric Earthquake Monitoring and Prediction20
Mining Hyperproperties using Temporal Logics20
Reg-Tune: A Regression-Focused Fine-Tuning Approach for Profiling Low Energy Consumption and Latency20
Guaranteeing Timely Response to Changes of Monitored Objects by Assigning Deadlines and Periods to Tasks19
Regime Inference for Sound Floating-Point Optimizations19
Cross-Layer Adaptation with Safety-Assured Proactive Task Job Skipping19
DyCo: Dynamic, Contextualized AI Models18
Star-Set Based Efficient Reachable Set Computation of Anytime Sensing-Based Neural Network-Controlled Dynamical Systems18
Performance Modeling of Computer Vision-based CNN on Edge GPUs18
Towards Building Verifiable CPS using Lingua Franca18
FSIMR: File-system-aware Data Management for Interlaced Magnetic Recording17
SIAM: Chiplet-based Scalable In-Memory Acceleration with Mesh for Deep Neural Networks17
DynHaMo: Dynamic Hardware-Based Monitoring Dedicated to Attacks Detection17
Software-Managed Read and Write Wear-Leveling for Non-Volatile Main Memory16
CARIn: Constraint-Aware and Responsive Inference on Heterogeneous Devices for Single- and Multi-DNN Workloads16
EXPRESS: A Framework for Execution Time Prediction of Concurrent CNNs on Xilinx DPU Accelerator16
Unlocking the Full Potential of Dual-Interface SSDs: A Comprehensive Hardware and Software Perspective16
Evolution Function Based Reach-Avoid Verification for Time-varying Systems with Disturbances16
Federated Self-training for Semi-supervised Audio Recognition15
Supervisory Control for Dynamic Feature Configuration in Product Lines15
A Write-Related and Read-Related DRAM Allocation Strategy Inside Solid-State Drives (SSDs)15
BASS: Safe Deep Tissue Optical Sensing for Wearable Embedded Systems15
DTRL: Decision Tree-based Multi-Objective Reinforcement Learning for Runtime Task Scheduling in Domain-Specific System-on-Chips14
Middleware for Distributed Applications in a LoRa Mesh Network14
RPFF-PA : Reliable and Parallel Fault-tolerant Framework for Path Latency Reduction Deployed in Register Arrays14
Rtkaller: State-aware Task Generation for RTOS Fuzzing14
Criticality-aware Monitoring and Orchestration for Containerized Industry 4.0 Environments14
Improving Worst-case TSN Communication Times of Large Sensor Data Samples by Exploiting Synchronization14
Reaction Latency Analysis of Message Synchronization in Edge-assisted Autonomous Driving14
Multi-Compression Scale DNN Inference Acceleration based on Cloud-Edge-End Collaboration14
PEak: A Single Source of Truth for Hardware Design and Verification14
FC-GPU: Feedback Control GPU Scheduling for Real-time Embedded Systems14
CIMFlow: Modelling Dataflow in Cross-Layer Compute-in-Memory Deep Learning Accelerators13
SecuPilot: A Security Coprocessor-Integrated Platform for Autonomous UAV Security13
DOCTOR: A Multi-Disease Detection Continual Learning Framework Based on Wearable Medical Sensors13
Early DSE and Automatic Generation of Coarse-grained Merged Accelerators13
Latency-Aware Pruning and Quantization of Self-Supervised Speech Transformers for Edge Devices13
Optimus: An Operator Fusion Framework for Deep Neural Networks13
XimSwap: Many-to-Many Face Swapping for TinyML12
Elements of Timed Pattern Matching12
Cache Abstraction for Data Race Detection in Heterogeneous Systems with Non-coherent Accelerators12
Coarse-Grained Task Parallelization by Dynamic Profiling for Heterogeneous SoC-Based Embedded System12
A Robust and Energy Efficient Hyperdimensional Computing System for Voltage-scaled Circuits12
ZIP-CNN: Design Space Exploration for CNN Implementation within a MCU12
A Hierarchical Classification Method for High-accuracy Instruction Disassembly with Near-field EM Measurements11
Telomere: Real-Time NAND Flash Storage11
WARM-tree: Making Quadtrees Write-efficient and Space-economic on Persistent Memories11
Introduction to the Special Issue on Accelerating AI on the Edge – Part 111
Analog In-memory Circuit Design of Polynomial Multiplication for Lattice Cipher Acceleration Application11
Leveraging Computational Storage for Power-Efficient Distributed Data Analytics11
A Highly Hardware Efficient ML-KEM Accelerator with Optimised Architectural Layers11
Efficient and Robust Edge AI: Software, Hardware, and the Co-design10
TAB: Unified and Optimized Ternary, Binary, and Mixed-precision Neural Network Inference on the Edge10
A Predictable QoS-aware Memory Request Scheduler for Soft Real-time Systems10
DynO: Dynamic Onloading of Deep Neural Networks from Cloud to Device10
AdaTest: Reinforcement Learning and Adaptive Sampling for On-chip Hardware Trojan Detection10
Faster Implementation of Ideal Lattice-Based Cryptography Using AVX51210
A Load-Balanced Collaborative Repair Algorithm for Single-Disk Failures in Erasure Coded Storage Systems10
CABARRE: Request Response Arbitration for Shared Cache Management10
An Energy-Efficient DRAM Cache Architecture for Mobile Platforms With PCM-Based Main Memory10
Store-n-Learn: Classification and Clustering with Hyperdimensional Computing across Flash Hierarchy10
Fast Loosely-Timed Deep Neural Network Models with Accurate Memory Contention10
HDLRuby: A Ruby Extension for Hardware Description and Its Translation to Synthesizable Verilog HDL10
Virtualizing a Post-Moore’s Law Analog Mesh Processor: The Case of a Photonic PDE Accelerator9
Wireless Perceptual Space Modeling Method for Cross-Domain Human Activity Recognition9
TreeHouse: An MLIR-based Compilation Flow for Real-Time Tree-based Inference9
Domain-Specific Architectures: Research Problems and Promising Approaches9
Introduction to the Special Issue on Domain-Specific System-on-Chip Architectures and Run-Time Management Techniques9
RTPL: A Real-Time Communication Protocol for LoRa Network9
Probabilistic Reaction Time Analysis9
Application-Level Evaluation of IEEE 802.1AS Synchronized Time and Linux for Distributed Real-Time Systems9
Verifying Stochastic Hybrid Systems with Temporal Logic Specifications via Model Reduction9
Florets for Chiplets: Data Flow-aware High-Performance and Energy-efficient Network-on-Interposer for CNN Inference Tasks9
Dataflow Driven Partitioning of Machine Learning Applications for Optimal Energy Use in Batteryless Systems9
An Efficient CNN Accelerator for Low-Cost Edge Systems9
Tutorial: A Novel Runtime Environment for Accelerator-Rich Heterogeneous Architectures9
Toward Optimal Softcore Carry-aware Approximate Multipliers on Xilinx FPGAs9
Hierarchical Resource Orchestration Framework for Real-time Containers9
VADF: V ersatile A pproximate D ata F ormats for Energy-Efficient Computing9
RegKey: A Register-based Implementation of ECC Signature Algorithms Against One-shot Memory Disclosure9
Precise Correlation Extraction for IoT Fault Detection With Concurrent Activities8
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
Challenges and Opportunities of Security-Aware EDA8
????????????????????????: Utilizing Hyperdimensional Computing for a More Robust and Efficient Machine Learning System8
A Tree-Shaped Tableau for Checking the Satisfiability of Signal Temporal Logic with Bounded Temporal Operators8
Robust Embedded Autonomous Driving Positioning System Fusing LiDAR and Inertial Sensors8
Analysis of EM Fault Injection on Bit-sliced Number Theoretic Transform Software in Dilithium8
Lightweight Champions of the World: Side-Channel Resistant Open Hardware for Finalists in the NIST Lightweight Cryptography Standardization Process8
FT-DAG: An Efficient Full-Topology DAG Generator with Controllable Parameters8
SHARP: An Adaptable, Energy-Efficient Accelerator for Recurrent Neural Networks8
Selective Subarray Isolation for Mitigating RowHammer Attack7
Attack-resilient Fusion of Sensor Data with Uncertain Delays7
Design Flow for Scheduling Spiking Deep Convolutional Neural Networks on Heterogeneous Neuromorphic System-on-chip7
Software Optimization and Design Methodology for Low Power Computer Vision Systems7
Register Blocking: A Source-to-Source Analytical Modelling Approach for Affine Loop Kernels7
Let Coarse-Grained Resources Be Shared: Mapping Entire Neural Networks on FPGAs7
A Compact and Parallel Swap-Based Shuffler Based on Butterfly Network and Its Complexity Against Side Channel Analysis7
Code Generation for Neural Networks Based on Fixed-point Arithmetic7
DaCapo: An On-Device Learning Scheme for Memory-Constrained Embedded Systems7
Predictive Monitoring with Logic-Calibrated Uncertainty for Cyber-Physical Systems7
Mapping Computations in Heterogeneous Multicore Systems with Statistical Regression on Program Inputs7
HSPA: High-Throughput Sparse Polynomial Multiplication for Code-based Post-Quantum Cryptography7
Regular Composite Resource Partitioning and Reconfiguration in Open Systems7
CrossTalk : Making Low-Latency Fault Tolerance Cheap by Exploiting Redundant Networks6
Combining Weight Approximation, Sharing and Retraining for Neural Network Model Compression6
Virtual Environment Model Generation for CPS Goal Verification using Imitation Learning6
An Investigation on Hardware-Aware Vision Transformer Scaling6
COBRRA: COntention-aware cache Bypass with Request-Response Arbitration6
CORIDOR: Using CO herence and Tempo R al Local I ty to Mitigate Read D isurb6
HeterogeneousRTOS: A CPU-FPGA Real-Time OS for Fault Tolerance on COTS at Near-Zero Timing Cost6
Benchmarking and Configuring Security Levels in Intermittent Computing6
RIMMS: Runtime Integrated Memory Management System for Heterogeneous Computing6
Scenario Based Run-Time Switching for Adaptive CNN-Based Applications at the Edge6
Deadline-Aware Task Offloading for Vehicular Edge Computing Networks Using Traffic Light Data6
TimelyNet: Adaptive Neural Architecture for Autonomous Driving with Dynamic Deadline6
A Survey of Blockchain Data Management Systems6
Improving Variational Autoencoder based Out-of-Distribution Detection for Embedded Real-time Applications6
MARS: mmWave-based Assistive Rehabilitation System for Smart Healthcare6
Improving Robustness in IoT Malware Detection through Execution Order Analysis6
Optimal Checkpointing Strategy for Real-time Systems with Both Logical and Timing Correctness6
A Configurable CRYSTALS-Kyber Hardware Implementation with Side-Channel Protection6
RAD-FS: Remote Timing and Power SCA Security in DVFS-augmented Ultra-Low-Power Embedded Systems6
High-Level Approaches to Hardware Security: A Tutorial6
Synergistically Exploiting CNN Pruning and HLS Versioning for Adaptive Inference on Multi-FPGAs at the Edge6
GINA: Exploiting Graph Neural Network Layer Features for Energy Efficient Inferencing in NVM-based PIM Accelerators6
SPHINCSLET: An Area-Efficient Accelerator for the Full SPHINCS+ Digital Signature Algorithm6
MaPHeA: A Framework for Lightweight Memory Hierarchy-aware Profile-guided Heap Allocation6
Federated Scheduling of Sporadic DAGs on Unrelated Multiprocessors6
Verified Compilation of Synchronous Dataflow with State Machines6
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