ACM Transactions on Embedded Computing Systems

Article	Citations
Toward a Lingua Franca for Deterministic Concurrent Systems	44
Edge-AI-Driven Framework with Efficient Mobile Network Design for Facial Expression Recognition	36
TensorRT-Based Framework and Optimization Methodology for Deep Learning Inference on Jetson Boards	34
MARS: mmWave-based Assistive Rehabilitation System for Smart Healthcare	31
Game-Based Task Offloading of Multiple Mobile Devices with QoS in Mobile Edge Computing Systems of Limited Computation Capacity	28
SIAM: Chiplet-based Scalable In-Memory Acceleration with Mesh for Deep Neural Networks	27
Heuristic Computation Offloading Algorithms for Mobile Users in Fog Computing	27
Deep Ensemble Learning for Human Activity Recognition Using Wearable Sensors via Filter Activation	26
Verifying the Safety of Autonomous Systems with Neural Network Controllers	25
Distributed Task Offloading and Resource Purchasing in NOMA-Enabled Mobile Edge Computing: Hierarchical Game Theoretical Approaches	24
Side-channel Analysis of Lattice-based Post-quantum Cryptography: Exploiting Polynomial Multiplication	24
Intermittent-Aware Neural Architecture Search	22
Edge Intelligence: Concepts, Architectures, Applications, and Future Directions	22
LATTE: L STM Self- Att ention based Anomaly Detection in E mbedded Automotive Platforms	20
Algorithm-hardware Co-design of Attention Mechanism on FPGA Devices	20
ROBIN: A Robust Optical Binary Neural Network Accelerator	19
Reliability-aware Scheduling and Routing for Messages in Time-sensitive Networking	19
Edge-SLAM: Edge-Assisted Visual Simultaneous Localization and Mapping	19
Hardware Performance Counter-Based Fine-Grained Malware Detection	18
SNR: S queezing N umerical R ange Defuses Bit Error Vulnerability Surface in Deep Neural Networks	18
CAN Bus Intrusion Detection Based on Auxiliary Classifier GAN and Out-of-distribution Detection	18
MHDeep: Mental Health Disorder Detection System Based on Wearable Sensors and Artificial Neural Networks	17
A Survey of Blockchain Data Management Systems	17
SLAQA	17
HMDS: A Makespan Minimizing DAG Scheduler for Heterogeneous Distributed Systems	16

Predictive Monitoring with Logic-Calibrated Uncertainty for Cyber-Physical Systems	16
Learning Nondeterministic Real-Time Automata	15
Camaroptera: A Long-range Image Sensor with Local Inference for Remote Sensing Applications	15
Event-B Hybridation	14
AppAxO : Designing App lication-specific A ppro x imate O	14
TAMA	14
Real-time Attack-recovery for Cyber-physical Systems Using Linear-quadratic Regulator	14
DFSynthesizer: Dataflow-based Synthesis of Spiking Neural Networks to Neuromorphic Hardware	14
Improving Performance-Power-Programmability in Space Avionics with Edge Devices: VBN on Myriad2 SoC	14
FELIX: A Ferroelectric FET Based Low Power Mixed-Signal In-Memory Architecture for DNN Acceleration	13
SAGE: A Split-Architecture Methodology for Efficient End-to-End Autonomous Vehicle Control	13
Towards an Integrated Vehicle Management System in DriveOS	13
PhiNets: A Scalable Backbone for Low-power AI at the Edge	13
Improving Power of DSP and CNN Hardware Accelerators Using Approximate Floating-point Multipliers	13
Dealing with Uncertainty in pWCET Estimations	13
RT-ZooKeeper: Taming the Recovery Latency of a Coordination Service	12
Compositional Learning and Verification of Neural Network Controllers	12
EC-ECC: Accelerating Elliptic Curve Cryptography for Edge Computing on Embedded GPU TX2	12
Post-Quantum Signatures on RISC-V with Hardware Acceleration	12
Improving Variational Autoencoder based Out-of-Distribution Detection for Embedded Real-time Applications	11
CICERO: A Domain-Specific Architecture for Efficient Regular Expression Matching	11
Horizontal Side-Channel Vulnerabilities of Post-Quantum Key Exchange and Encapsulation Protocols	11
DynO: Dynamic Onloading of Deep Neural Networks from Cloud to Device	11
An Interpretable Machine Learning Model Enhanced Integrated CPU-GPU DVFS Governor	11
AHA: An Agile Approach to the Design of Coarse-Grained Reconfigurable Accelerators and Compilers	11
DNN Is Not All You Need: Parallelizing Non-neural ML Algorithms on Ultra-low-power IoT Processors	10
Hardware Trojan Detection Using Machine Learning: A Tutorial	10
A Composable Monitoring System for Heterogeneous Embedded Platforms	10
Golden Chip-Free Trojan Detection Leveraging Trojan Trigger’s Side-Channel Fingerprinting	10
Determinism	10
CEDR: A Compiler-integrated, Extensible DSSoC Runtime	10
Fast and Energy-Efficient State Checkpointing for Intermittent Computing	10
Online Learning for Orchestration of Inference in Multi-user End-edge-cloud Networks	10
Demystifying Energy Consumption Dynamics in Transiently powered Computers	10
Human Activity Recognition on Microcontrollers with Quantized and Adaptive Deep Neural Networks	10
FLASH: F ast Neura l A rchitecture S earch with H ardware	9
Two Birds With One Stone: Boosting Both Search and Write Performance for Tree Indices on Persistent Memory	9
Design Space Exploration for Secure IoT Devices and Cyber-Physical Systems	9
Learning to Train CNNs on Faulty ReRAM-based Manycore Accelerators	9
Heterogeneity-aware Multicore Synchronization for Intermittent Systems	9
Side-channel and Fault-injection attacks over Lattice-based Post-quantum Schemes (Kyber, Dilithium): Survey and New Results	9
Thermal-aware Adaptive Platform Management for Heterogeneous Embedded Systems	9
Winograd Convolution for Deep Neural Networks: Efficient Point Selection	9
Block Walsh–Hadamard Transform-based Binary Layers in Deep Neural Networks	9
Horizontal Auto-Scaling for Multi-Access Edge Computing Using Safe Reinforcement Learning	9
Trustworthy Autonomous System Development	8
Design-Technology Co-Optimization for NVM-Based Neuromorphic Processing Elements	8
Reducing Energy in GPGPUs through Approximate Trivial Bypassing	8
Software Hint-Driven Data Management for Hybrid Memory in Mobile Systems	8
SEAMS	8

Optimus: An Operator Fusion Framework for Deep Neural Networks	8
MemFHE: End-to-end Computing with Fully Homomorphic Encryption in Memory	8
Synergistically Exploiting CNN Pruning and HLS Versioning for Adaptive Inference on Multi-FPGAs at the Edge	8
Virtualizing a Post-Moore’s Law Analog Mesh Processor: The Case of a Photonic PDE Accelerator	8
MAGNETO	8
Software-Managed Read and Write Wear-Leveling for Non-Volatile Main Memory	8
A Configurable CRYSTALS-Kyber Hardware Implementation with Side-Channel Protection	8
Efficient Realization of Decision Trees for Real-Time Inference	8
Domain-Specific Architectures: Research Problems and Promising Approaches	8
An Energy-Efficient DRAM Cache Architecture for Mobile Platforms With PCM-Based Main Memory	8
Test Generation for Hardware Trojan Detection Using Correlation Analysis and Genetic Algorithm	7
RiSA: A Reinforced Systolic Array for Depthwise Convolutions and Embedded Tensor Reshaping	7
HW-FlowQ: A Multi-Abstraction Level HW-CNN Co-design Quantization Methodology	7
GMAI	7
Rtkaller: State-aware Task Generation for RTOS Fuzzing	7
Facilitating Human Activity Data Annotation via Context-Aware Change Detection on Smartwatches	7
Chauffeur: Benchmark Suite for Design and End-to-End Analysis of Self-Driving Vehicles on Embedded Systems	7
MaxTracker: Continuously Tracking the Maximum Computation Progress for Energy Harvesting ReRAM-based CNN Accelerators	7
Domain-specific Hybrid Mapping for Energy-efficient Baseband Processing in Wireless Networks	7
Sense Your Power	7
Survey of Control-flow Integrity Techniques for Real-time Embedded Systems	7
SPECTRUM	7
Reliability Assessment and Safety Arguments for Machine Learning Components in System Assurance	7
Energy-efficient Real-time Scheduling on Multicores	6
AdaTest: Reinforcement Learning and Adaptive Sampling for On-chip Hardware Trojan Detection	6
Beyond Cache Attacks	6
Tolerating Defects in Low-Power Neural Network Accelerators Via Retraining-Free Weight Approximation	6
Generalized Weakly Hard Schedulability Analysis for Real-Time Periodic Tasks	6
Crab-tree	6
Contention Grading and Adaptive Model Selection for Machine Vision in Embedded Systems	6
Improving the Performance of Hybrid Caches Using Partitioned Victim Caching	6
ETAP: Energy-aware Timing Analysis of Intermittent Programs	6
Cache Interference-aware Task Partitioning for Non-preemptive Real-time Multi-core Systems	6
SG-Float: Achieving Memory Access and Computing Power Reduction Using Self-Gating Float in CNNs	6
Toward Adversary-aware Non-iterative Model Pruning through D ynamic N etwork R ewiring of DNNs	6
UBAR	6
??????: Utilizing Hyperdimensional Computing for a More Robust and Efficient Machine Learning System	6
A Distributed Real-time Scheduling System for Industrial Wireless Networks	6
Temporal Robustness of Temporal Logic Specifications: Analysis and Control Design	6
EncoDeep	6
DASS: Differentiable Architecture Search for Sparse Neural Networks	6
Adaptive Task Allocation and Scheduling on NoC-based Multicore Platforms with Multitasking Processors	6
QUAREM: Maximising QoE Through Adaptive Resource Management in Mobile MPSoC Platforms	6
A TCAM-based Caching Architecture Framework for Packet Classification	6
Synaptic Activity and Hardware Footprint of Spiking Neural Networks in Digital Neuromorphic Systems	6
LPWAN in the TV White Spaces	5
Hardware Acceleration for Embedded Keyword Spotting: Tutorial and Survey	5
Hierarchical Resource Orchestration Framework for Real-time Containers	5
Exploiting Activation Sparsity for Fast CNN Inference on Mobile GPUs	5
Adaptive Computation Reuse for Energy-Efficient Training of Deep Neural Networks	5
Minimizing Stack Memory for Partitioned Mixed-criticality Scheduling on Multiprocessor Platforms	5
Multi-Compression Scale DNN Inference Acceleration based on Cloud-Edge-End Collaboration	5
Application-centric Network Management - Addressing Safety and Real-time in V2X Applications	5
Energy-efficient and Reliable Inference in Nonvolatile Memory under Extreme Operating Conditions	5
Approximate Cache in GPGPUs	5
Accelerating Attention Mechanism on FPGAs based on Efficient Reconfigurable Systolic Array	5
Federated Self-training for Semi-supervised Audio Recognition	5
Probabilistic Estimation of Threat Intrusion in Embedded Systems for Runtime Detection	5
FARSI: An Early-stage Design Space Exploration Framework to Tame the Domain-specific System-on-chip Complexity	5
Compositional Timing Analysis of Asynchronized Distributed Cause-effect Chains	5
Vector Extensions in COTS Processors to Increase Guaranteed Performance in Real-Time Systems	5
More Is Less: Model Augmentation for Intermittent Deep Inference	5
Optimization of Signal Processing Applications Using Parameterized Error Models for Approximate Adders	5
Skills Gaps in the Industry	5
DSTL	5
Quantized Sparse Training: A Unified Trainable Framework for Joint Pruning and Quantization in DNNs	5
Comparative Analysis and Enhancement of CFG-based Hardware-Assisted CFI Schemes	5
DIAC	5
FedHIL: Heterogeneity Resilient Federated Learning for Robust Indoor Localization with Mobile Devices	4
TinyNS: Platform-aware Neurosymbolic Auto Tiny Machine Learning	4
MSYNC: A Generalized Formal Design Pattern for Virtually Synchronous Multirate Cyber-physical Systems	4
Does SoC Hardware Development Become Agile by Saying So: A Literature Review and Mapping Study	4
Introduction to the Special Issue on Memory and Storage Systems for Embedded and IoT Applications	4
TAB: Unified and Optimized Ternary, Binary, and Mixed-precision Neural Network Inference on the Edge	4
High-performance Reconfigurable DNN Accelerator on a Bandwidth-limited Embedded System	4
CODEBench: A Neural Architecture and Hardware Accelerator Co-Design Framework	4
Tutorial: Toward Robust Deep Learning against Poisoning Attacks	4
Experimental Demonstration of STT-MRAM-based Nonvolatile Instantly On/Off System for IoT Applications: Case Studies	4
Enhancing the Energy Efficiency and Robustness of tinyML Computer Vision Using Coarsely-quantized Log-gradient Input Images	4
A Vector-Length Agnostic Compiler for the Connex-S Accelerator with Scratchpad Memory	4

Efficient-Grad: Efficient Training Deep Convolutional Neural Networks on Edge Devices with Grad ient Optimizations	4
Performance and Power Estimation of STT-MRAM Main Memory with Reliable System-level Simulation	4
Agile Acceleration of Stateful Hash-based Signatures in Hardware	4
A Passive Online Technique for Learning Hybrid Automata from Input/Output Traces	4
Synthesis-guided Adversarial Scenario Generation for Gray-box Feedback Control Systems with Sensing Imperfections	4
A Framework for Neural Network Architecture and Compile Co-optimization	4
Microarchitectural Exploration of STT-MRAM Last-level Cache Parameters for Energy-efficient Devices	4
Prepare: P owe r -Awar e A p proximate Re a l	4
ARES: Persistently Secure Non-Volatile Memory with Processor-transparent and Hardware-friendly Integrity Verification and Metadata Recovery	4
REPAIR: Control Flow Protection based on Register Pairing Updates for SW-Implemented HW Fault Tolerance	4
Formally Verified Loop-Invariant Code Motion and Assorted Optimizations	4
Scheduling in Real-Time Mobile Systems	4
Formally Verified Next-generation Airborne Collision Avoidance Games in ACAS X	4
On the RTL Implementation of FINN Matrix Vector Unit	4
Applying Multiple Level Cell to Non-volatile FPGAs	4
On-device Prior Knowledge Incorporated Learning for Personalized Atrial Fibrillation Detection	4
DL-RSIM: A Reliability and Deployment Strategy Simulation Framework for ReRAM-based CNN Accelerators	4
SensorGAN: A Novel Data Recovery Approach for Wearable Human Activity Recognition	4
Secure and Lightweight Blockchain-based Truthful Data Trading for Real-Time Vehicular Crowdsensing	4
Reconfigurable System-on-Chip Architectures for Robust Visual SLAM on Humanoid Robots	4
Early DSE and Automatic Generation of Coarse-grained Merged Accelerators	4
How Flexible is Your Computing System?	3
TrustFlow-X	3
OnSRAM: Efficient Inter-Node On-Chip Scratchpad Management in Deep Learning Accelerators	3
Optimizing Tensor Contractions for Embedded Devices with Racetrack and DRAM Memories	3
IoT-Fog-Cloud Centric Earthquake Monitoring and Prediction	3
Cross-Layer Adaptation with Safety-Assured Proactive Task Job Skipping	3
Code-size-aware Scheduling of Synchronous Dataflow Graphs on Multicore Systems	3
Killing Processes or Killing Flash? Escaping from the Dilemma Using Lightweight, Compression-Aware Swap for Mobile Devices	3
ViT4Mal: Lightweight Vision Transformer for Malware Detection on Edge Devices	3
Holistic Resource Allocation Under Federated Scheduling for Parallel Real-time Tasks	3
An Efficient CNN Accelerator for Low-Cost Edge Systems	3
L 2 C: Combining Lossy and Lossless Compression on Memory and I/O	3
A Framework for Calculating WCET Based on Execution Decision Diagrams	3
A proven translation from a UML state machine subset to timed automata	3
Hardware-friendly User-specific Machine Learning for Edge Devices	3
Scenario Based Run-Time Switching for Adaptive CNN-Based Applications at the Edge	3
Multi-bit Data Flow Error Detection Method Based on SDC Vulnerability Analysis	3
Hardware Performance Counters: Ready-Made vs Tailor-Made	3
ObNoCs : Protecting Network-on-Chip Fabrics Against Reverse-Engineering Attacks	3
Probabilistic Risk-Aware Scheduling with Deadline Constraint for Heterogeneous SoCs	3
Structured Proofs for Adversarial Cyber-Physical Systems	3
SIKE in 32-bit ARM Processors Based on Redundant Number System for NIST Level-II	3
A Write-Related and Read-Related DRAM Allocation Strategy Inside Solid-State Drives (SSDs)	3
Energy-Efficient Approximate Edge Inference Systems	3
Regime Inference for Sound Floating-Point Optimizations	3
Prediction Modeling for Application-Specific Communication Architecture Design of Optical NoC	3
Attack-resilient Fusion of Sensor Data with Uncertain Delays	3
SHARP: An Adaptable, Energy-Efficient Accelerator for Recurrent Neural Networks	3
Exploring Efficient Architectures on Remote In-Memory NVM over RDMA	3
Risk of Stochastic Systems for Temporal Logic Specifications	3
ACDSE: A Design Space Exploration Method for CNN Accelerator based on Adaptive Compression Mechanism	2
Cryptographic Engineering a Fast and Efficient SIKE in FPGA	2
Kryptonite: Worst-Case Program Interference Estimation on Multi-Core Embedded Systems	2
A Review of Abstraction Methods Toward Verifying Neural Networks	2
Mining Hyperproperties using Temporal Logics	2
Optimal Checkpointing Strategy for Real-time Systems with Both Logical and Timing Correctness	2
Benchmarking and Configuring Security Levels in Intermittent Computing	2
IoV-Fog-Assisted Framework for Accident Detection and Classification	2
HMT: A Hardware-centric Hybrid Bonsai Merkle Tree Algorithm for High-performance Authentication	2
Cooperative Coevolution-based Design Space Exploration for Multi-mode Dataflow Mapping	2
Firmness Analysis of Real-time Tasks	2
Brain-inspired Cognition in Next-generation Racetrack Memories	2
Hephaestus : Codesigning and Automating 3D Image Registration on Reconfigurable Architectures	2
Improving Worst-case TSN Communication Times of Large Sensor Data Samples by Exploiting Synchronization	2
TyBox: An Automatic Design and Code Generation Toolbox for TinyML Incremental On-Device Learning	2
Resource-demand Estimation for Edge Tensor Processing Units	2
DTRL: Decision Tree-based Multi-Objective Reinforcement Learning for Runtime Task Scheduling in Domain-Specific System-on-Chips	2
Read Refresh Scheduling and Data Reallocation against Read Disturb in SSDs	2
DirectNVM: Hardware-accelerated NVMe SSDs for High-performance Embedded Computing	2
LL-GNN: Low Latency Graph Neural Networks on FPGAs for High Energy Physics	2
Integrated Hardware Garbage Collection	2
An Ultra-low-power Embedded AI Fire Detection and Crowd Counting System for Indoor Areas	2
Schedulability Analysis for Timed Automata With Tasks	2
Protecting Network-on-Chip Intellectual Property Using Timing Channel Fingerprinting	2
XimSwap: Many-to-Many Face Swapping for TinyML	2
PHiLIP on the HiL: Automated Multi-Platform OS Testing With External Reference Devices	2
Criticality-aware Monitoring and Orchestration for Containerized Industry 4.0 Environments	2
Creating Hardware Component Knowledge Bases with Training Data Generation and Multi-task Learning	2
Supervisory Control for Dynamic Feature Configuration in Product Lines	2
Efficient External Sorting for Memory-Constrained Embedded Devices with Flash Memory	2
Overflow-free Compute Memories for Edge AI Acceleration	2
HEART: H ybrid Memory and E nergy- A ware R eal- T	2
DyCo: Dynamic, Contextualized AI Models	2
The Sparse Synchronous Model on Real Hardware	2
Automatic Generation of Resource and Accuracy Configurable Processing Elements	2
Lane Compression	2
TinyM 2 Net-V2: A Compact Low-power Software Hardware Architecture for M ulti m odal Deep Neural Networ	2
Code Generation For Neural Networks Based On Fixed-Point Arithmetic	2
Neural Network Compression for Noisy Storage Devices	2
Online Processing of Vehicular Data on the Edge Through an Unsupervised TinyML Regression Technique	2
High-Level Approaches to Hardware Security: A Tutorial	2
Resource-Efficient Continual Learning for Sensor-Based Human Activity Recognition	2
Dataflow Driven Partitioning of Machine Learning Applications for Optimal Energy Use in Batteryless Systems	2
Fine-grained Hardware Acceleration for Efficient Batteryless Intermittent Inference on the Edge	2