ACM Transactions on Embedded Computing Systems

Article	Citations
Toward a Lingua Franca for Deterministic Concurrent Systems	49
TensorRT-Based Framework and Optimization Methodology for Deep Learning Inference on Jetson Boards	44
Edge-AI-Driven Framework with Efficient Mobile Network Design for Facial Expression Recognition	42
MARS: mmWave-based Assistive Rehabilitation System for Smart Healthcare	32
Distributed Task Offloading and Resource Purchasing in NOMA-Enabled Mobile Edge Computing: Hierarchical Game Theoretical Approaches	29
SIAM: Chiplet-based Scalable In-Memory Acceleration with Mesh for Deep Neural Networks	29
Edge-SLAM: Edge-Assisted Visual Simultaneous Localization and Mapping	28
Heuristic Computation Offloading Algorithms for Mobile Users in Fog Computing	27
Deep Ensemble Learning for Human Activity Recognition Using Wearable Sensors via Filter Activation	27
Verifying the Safety of Autonomous Systems with Neural Network Controllers	26
Edge Intelligence: Concepts, Architectures, Applications, and Future Directions	26
Side-channel Analysis of Lattice-based Post-quantum Cryptography: Exploiting Polynomial Multiplication	26
A Survey of Blockchain Data Management Systems	25
Intermittent-Aware Neural Architecture Search	23
Algorithm-hardware Co-design of Attention Mechanism on FPGA Devices	22
ROBIN: A Robust Optical Binary Neural Network Accelerator	21
Reliability-aware Scheduling and Routing for Messages in Time-sensitive Networking	21
Learning Nondeterministic Real-Time Automata	21
CAN Bus Intrusion Detection Based on Auxiliary Classifier GAN and Out-of-distribution Detection	20
SNR: S queezing N umerical R ange Defuses Bit Error Vulnerability Surface in Deep Neural Networks	20
LATTE: L STM Self- Att ention based Anomaly Detection in E mbedded Automotive Platforms	20
MHDeep: Mental Health Disorder Detection System Based on Wearable Sensors and Artificial Neural Networks	19
SLAQA	18
Camaroptera: A Long-range Image Sensor with Local Inference for Remote Sensing Applications	17
Post-Quantum Signatures on RISC-V with Hardware Acceleration	17

Predictive Monitoring with Logic-Calibrated Uncertainty for Cyber-Physical Systems	17
Improving Performance-Power-Programmability in Space Avionics with Edge Devices: VBN on Myriad2 SoC	16
PhiNets: A Scalable Backbone for Low-power AI at the Edge	16
HMDS: A Makespan Minimizing DAG Scheduler for Heterogeneous Distributed Systems	16
Hardware Trojan Detection Using Machine Learning: A Tutorial	15
Human Activity Recognition on Microcontrollers with Quantized and Adaptive Deep Neural Networks	15
SAGE: A Split-Architecture Methodology for Efficient End-to-End Autonomous Vehicle Control	14
EC-ECC: Accelerating Elliptic Curve Cryptography for Edge Computing on Embedded GPU TX2	14
TAMA	14
AppAxO : Designing App lication-specific A ppro x imate O	14
AHA: An Agile Approach to the Design of Coarse-Grained Reconfigurable Accelerators and Compilers	14
Towards an Integrated Vehicle Management System in DriveOS	14
Real-time Attack-recovery for Cyber-physical Systems Using Linear-quadratic Regulator	14
Event-B Hybridation	14
Improving Power of DSP and CNN Hardware Accelerators Using Approximate Floating-point Multipliers	13
RT-ZooKeeper: Taming the Recovery Latency of a Coordination Service	13
DFSynthesizer: Dataflow-based Synthesis of Spiking Neural Networks to Neuromorphic Hardware	13
FELIX: A Ferroelectric FET Based Low Power Mixed-Signal In-Memory Architecture for DNN Acceleration	13
DynO: Dynamic Onloading of Deep Neural Networks from Cloud to Device	12
Compositional Learning and Verification of Neural Network Controllers	12
A Composable Monitoring System for Heterogeneous Embedded Platforms	12
CICERO: A Domain-Specific Architecture for Efficient Regular Expression Matching	12
Horizontal Side-Channel Vulnerabilities of Post-Quantum Key Exchange and Encapsulation Protocols	12
Improving Variational Autoencoder based Out-of-Distribution Detection for Embedded Real-time Applications	12
Temporal Robustness of Temporal Logic Specifications: Analysis and Control Design	12
Side-channel and Fault-injection attacks over Lattice-based Post-quantum Schemes (Kyber, Dilithium): Survey and New Results	12
CEDR: A Compiler-integrated, Extensible DSSoC Runtime	12
Learning to Train CNNs on Faulty ReRAM-based Manycore Accelerators	11
Trustworthy Autonomous System Development	11
DNN Is Not All You Need: Parallelizing Non-neural ML Algorithms on Ultra-low-power IoT Processors	11
An Interpretable Machine Learning Model Enhanced Integrated CPU-GPU DVFS Governor	11
Determinism	11
A Configurable CRYSTALS-Kyber Hardware Implementation with Side-Channel Protection	11
Domain-Specific Architectures: Research Problems and Promising Approaches	10
MemFHE: End-to-end Computing with Fully Homomorphic Encryption in Memory	10
Design Space Exploration for Secure IoT Devices and Cyber-Physical Systems	10
Online Learning for Orchestration of Inference in Multi-user End-edge-cloud Networks	10
Test Generation for Hardware Trojan Detection Using Correlation Analysis and Genetic Algorithm	10
Efficient Realization of Decision Trees for Real-Time Inference	10
Virtualizing a Post-Moore’s Law Analog Mesh Processor: The Case of a Photonic PDE Accelerator	10
Golden Chip-Free Trojan Detection Leveraging Trojan Trigger’s Side-Channel Fingerprinting	10
Design-Technology Co-Optimization for NVM-Based Neuromorphic Processing Elements	10
Thermal-aware Adaptive Platform Management for Heterogeneous Embedded Systems	10
SEAMS	9
An Energy-Efficient DRAM Cache Architecture for Mobile Platforms With PCM-Based Main Memory	9
Optimus: An Operator Fusion Framework for Deep Neural Networks	9
Two Birds With One Stone: Boosting Both Search and Write Performance for Tree Indices on Persistent Memory	9
Winograd Convolution for Deep Neural Networks: Efficient Point Selection	9
MAGNETO	9
Block Walsh–Hadamard Transform-based Binary Layers in Deep Neural Networks	9

FLASH: F ast Neura l A rchitecture S earch with H ardware	9
Heterogeneity-aware Multicore Synchronization for Intermittent Systems	9
Horizontal Auto-Scaling for Multi-Access Edge Computing Using Safe Reinforcement Learning	9
Software-Managed Read and Write Wear-Leveling for Non-Volatile Main Memory	8
Compositional Timing Analysis of Asynchronized Distributed Cause-effect Chains	8
Synergistically Exploiting CNN Pruning and HLS Versioning for Adaptive Inference on Multi-FPGAs at the Edge	8
QUAREM: Maximising QoE Through Adaptive Resource Management in Mobile MPSoC Platforms	8
Accelerating Attention Mechanism on FPGAs based on Efficient Reconfigurable Systolic Array	8
Domain-specific Hybrid Mapping for Energy-efficient Baseband Processing in Wireless Networks	8
Application-centric Network Management - Addressing Safety and Real-time in V2X Applications	8
HW-FlowQ: A Multi-Abstraction Level HW-CNN Co-design Quantization Methodology	8
Reducing Energy in GPGPUs through Approximate Trivial Bypassing	8
Software Hint-Driven Data Management for Hybrid Memory in Mobile Systems	8
Reliability Assessment and Safety Arguments for Machine Learning Components in System Assurance	8
Tutorial: Toward Robust Deep Learning against Poisoning Attacks	8
Facilitating Human Activity Data Annotation via Context-Aware Change Detection on Smartwatches	8
Chauffeur: Benchmark Suite for Design and End-to-End Analysis of Self-Driving Vehicles on Embedded Systems	8
RiSA: A Reinforced Systolic Array for Depthwise Convolutions and Embedded Tensor Reshaping	8
AdaTest: Reinforcement Learning and Adaptive Sampling for On-chip Hardware Trojan Detection	8
An Efficient CNN Accelerator for Low-Cost Edge Systems	7
Quantized Sparse Training: A Unified Trainable Framework for Joint Pruning and Quantization in DNNs	7
SG-Float: Achieving Memory Access and Computing Power Reduction Using Self-Gating Float in CNNs	7
A TCAM-based Caching Architecture Framework for Packet Classification	7
Rtkaller: State-aware Task Generation for RTOS Fuzzing	7
Cache Interference-aware Task Partitioning for Non-preemptive Real-time Multi-core Systems	7
MaxTracker: Continuously Tracking the Maximum Computation Progress for Energy Harvesting ReRAM-based CNN Accelerators	7
UBAR	7
Federated Self-training for Semi-supervised Audio Recognition	7
Sense Your Power	7
Contention Grading and Adaptive Model Selection for Machine Vision in Embedded Systems	7
Survey of Control-flow Integrity Techniques for Real-time Embedded Systems	7
CODEBench: A Neural Architecture and Hardware Accelerator Co-Design Framework	6
Beyond Cache Attacks	6
Formally Verified Loop-Invariant Code Motion and Assorted Optimizations	6
More Is Less: Model Augmentation for Intermittent Deep Inference	6
??????: Utilizing Hyperdimensional Computing for a More Robust and Efficient Machine Learning System	6
Improving the Performance of Hybrid Caches Using Partitioned Victim Caching	6
A Distributed Real-time Scheduling System for Industrial Wireless Networks	6
ETAP: Energy-aware Timing Analysis of Intermittent Programs	6
DASS: Differentiable Architecture Search for Sparse Neural Networks	6
Tolerating Defects in Low-Power Neural Network Accelerators Via Retraining-Free Weight Approximation	6
Adaptive Task Allocation and Scheduling on NoC-based Multicore Platforms with Multitasking Processors	6
Toward Adversary-aware Non-iterative Model Pruning through D ynamic N etwork R ewiring of DNNs	6
A Passive Online Technique for Learning Hybrid Automata from Input/Output Traces	6
Microarchitectural Exploration of STT-MRAM Last-level Cache Parameters for Energy-efficient Devices	6
Comparative Analysis and Enhancement of CFG-based Hardware-Assisted CFI Schemes	6
Prediction Modeling for Application-Specific Communication Architecture Design of Optical NoC	6
Formally Verified Next-generation Airborne Collision Avoidance Games in ACAS X	6
Generalized Weakly Hard Schedulability Analysis for Real-Time Periodic Tasks	6
Synaptic Activity and Hardware Footprint of Spiking Neural Networks in Digital Neuromorphic Systems	6
DL-RSIM: A Reliability and Deployment Strategy Simulation Framework for ReRAM-based CNN Accelerators	6
Optimization of Signal Processing Applications Using Parameterized Error Models for Approximate Adders	5
Skills Gaps in the Industry	5
FARSI: An Early-stage Design Space Exploration Framework to Tame the Domain-specific System-on-chip Complexity	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
FedHIL: Heterogeneity Resilient Federated Learning for Robust Indoor Localization with Mobile Devices	5
Energy-efficient and Reliable Inference in Nonvolatile Memory under Extreme Operating Conditions	5
Hierarchical Resource Orchestration Framework for Real-time Containers	5
ARES: Persistently Secure Non-Volatile Memory with Processor-transparent and Hardware-friendly Integrity Verification and Metadata Recovery	5
Multi-Compression Scale DNN Inference Acceleration based on Cloud-Edge-End Collaboration	5
Exploiting Activation Sparsity for Fast CNN Inference on Mobile GPUs	5
Secure and Lightweight Blockchain-based Truthful Data Trading for Real-Time Vehicular Crowdsensing	5
Enhancing the Energy Efficiency and Robustness of tinyML Computer Vision Using Coarsely-quantized Log-gradient Input Images	5
Vector Extensions in COTS Processors to Increase Guaranteed Performance in Real-Time Systems	5
TAB: Unified and Optimized Ternary, Binary, and Mixed-precision Neural Network Inference on the Edge	5
SensorGAN: A Novel Data Recovery Approach for Wearable Human Activity Recognition	5
Reconfigurable System-on-Chip Architectures for Robust Visual SLAM on Humanoid Robots	5
Probabilistic Estimation of Threat Intrusion in Embedded Systems for Runtime Detection	5
REPAIR: Control Flow Protection based on Register Pairing Updates for SW-Implemented HW Fault Tolerance	5
Scenario Based Run-Time Switching for Adaptive CNN-Based Applications at the Edge	5
LPWAN in the TV White Spaces	5
Hardware Acceleration for Embedded Keyword Spotting: Tutorial and Survey	5
Synthesis-guided Adversarial Scenario Generation for Gray-box Feedback Control Systems with Sensing Imperfections	4
Introduction to the Special Issue on Memory and Storage Systems for Embedded and IoT Applications	4
How Flexible is Your Computing System?	4
High-performance Reconfigurable DNN Accelerator on a Bandwidth-limited Embedded System	4
Prepare: P owe r -Awar e A p proximate Re a l	4
Criticality-aware Monitoring and Orchestration for Containerized Industry 4.0 Environments	4
An Ultra-low-power Embedded AI Fire Detection and Crowd Counting System for Indoor Areas	4

Automatic Generation of Resource and Accuracy Configurable Processing Elements	4
TinyNS: Platform-aware Neurosymbolic Auto Tiny Machine Learning	4
TyBox: An Automatic Design and Code Generation Toolbox for TinyML Incremental On-Device Learning	4
Hephaestus : Codesigning and Automating 3D Image Registration on Reconfigurable Architectures	4
Killing Processes or Killing Flash? Escaping from the Dilemma Using Lightweight, Compression-Aware Swap for Mobile Devices	4
A Framework for Neural Network Architecture and Compile Co-optimization	4
On-device Prior Knowledge Incorporated Learning for Personalized Atrial Fibrillation Detection	4
A Design Flow Based on Docker and Kubernetes for ROS-based Robotic Software Applications	4
Early DSE and Automatic Generation of Coarse-grained Merged Accelerators	4
A Write-Related and Read-Related DRAM Allocation Strategy Inside Solid-State Drives (SSDs)	4
LL-GNN: Low Latency Graph Neural Networks on FPGAs for High Energy Physics	4
Efficient-Grad: Efficient Training Deep Convolutional Neural Networks on Edge Devices with Grad ient Optimizations	4
Agile Acceleration of Stateful Hash-based Signatures in Hardware	4
ObNoCs : Protecting Network-on-Chip Fabrics Against Reverse-Engineering Attacks	4
On the RTL Implementation of FINN Matrix Vector Unit	4
Structured Proofs for Adversarial Cyber-Physical Systems	4
Experimental Demonstration of STT-MRAM-based Nonvolatile Instantly On/Off System for IoT Applications: Case Studies	4
Cryptographic Engineering a Fast and Efficient SIKE in FPGA	4
Regime Inference for Sound Floating-Point Optimizations	4
Scheduling in Real-Time Mobile Systems	4
MSYNC: A Generalized Formal Design Pattern for Virtually Synchronous Multirate Cyber-physical Systems	4
Performance and Power Estimation of STT-MRAM Main Memory with Reliable System-level Simulation	4
TinyM 2 Net-V2: A Compact Low-power Software Hardware Architecture for M ulti m odal Deep Neural Networ	3
Hardware Performance Counters: Ready-Made vs Tailor-Made	3
Exploring Efficient Architectures on Remote In-Memory NVM over RDMA	3
Probabilistic Risk-Aware Scheduling with Deadline Constraint for Heterogeneous SoCs	3
ForSyDe-Atom	3
BitSET: Bit-Serial Early Termination for Computation Reduction in Convolutional Neural Networks	3
A Fall Detection Network by 2D/3D Spatio-temporal Joint Models with Tensor Compression on Edge	3
OnSRAM: Efficient Inter-Node On-Chip Scratchpad Management in Deep Learning Accelerators	3
DyCo: Dynamic, Contextualized AI Models	3
A Review of Abstraction Methods Toward Verifying Neural Networks	3
High-Level Approaches to Hardware Security: A Tutorial	3
HLS-based High-throughput and Work-efficient Synthesizable Graph Processing Template Pipeline	3
HMT: A Hardware-centric Hybrid Bonsai Merkle Tree Algorithm for High-performance Authentication	3
ViT4Mal: Lightweight Vision Transformer for Malware Detection on Edge Devices	3
Risk of Stochastic Systems for Temporal Logic Specifications	3
GHOST: A Graph Neural Network Accelerator using Silicon Photonics	3
L 2 C: Combining Lossy and Lossless Compression on Memory and I/O	3
A Segmented Adaptive Router for Near Energy-Proportional Networks-on-Chip	3
EMS-i : An Efficient Memory System Design with Specialized Caching Mechanism for Recommendation Inference	3
A Proven Translation from a UML State Machine Subset to Timed Automata	3
Deadline-Aware Task Offloading for Vehicular Edge Computing Networks Using Traffic Light Data	3
IoT-Fog-Cloud Centric Earthquake Monitoring and Prediction	3
PHiLIP on the HiL: Automated Multi-Platform OS Testing With External Reference Devices	3
Multi-bit Data Flow Error Detection Method Based on SDC Vulnerability Analysis	3
Attack-resilient Fusion of Sensor Data with Uncertain Delays	3
SHARP: An Adaptable, Energy-Efficient Accelerator for Recurrent Neural Networks	3
Holistic Resource Allocation Under Federated Scheduling for Parallel Real-time Tasks	3
Symbolic Loop Compilation for Tightly Coupled Processor Arrays	3
SIKE in 32-bit ARM Processors Based on Redundant Number System for NIST Level-II	3
A Framework for Calculating WCET Based on Execution Decision Diagrams	3
Energy-Efficient Approximate Edge Inference Systems	3
Benchmarking and Configuring Security Levels in Intermittent Computing	3
Hardware-friendly User-specific Machine Learning for Edge Devices	3
Cross-Layer Adaptation with Safety-Assured Proactive Task Job Skipping	3
Code-size-aware Scheduling of Synchronous Dataflow Graphs on Multicore Systems	3
Code Generation for Neural Networks Based on Fixed-point Arithmetic	2
Data Pattern Aware Reliability Enhancement Scheme for 3D Solid-State Drives	2
Excluding Parallel Execution to Improve Global Fixed Priority Response Time Analysis	2
Fine-grained Hardware Acceleration for Efficient Batteryless Intermittent Inference on the Edge	2
ACDSE: A Design Space Exploration Method for CNN Accelerator based on Adaptive Compression Mechanism	2
RDF: A Reconfigurable Dataflow Model of Computation	2
Improving Worst-case TSN Communication Times of Large Sensor Data Samples by Exploiting Synchronization	2
Accelerated Fire Detection and Localization at Edge	2
Performance Modeling of Computer Vision-based CNN on Edge GPUs	2
Integrated Hardware Garbage Collection	2
Mining Hyperproperties using Temporal Logics	2
DaCapo: An On-Device Learning Scheme for Memory-Constrained Embedded Systems	2
Protecting Network-on-Chip Intellectual Property Using Timing Channel Fingerprinting	2
Overflow-free Compute Memories for Edge AI Acceleration	2
Formal Synthesis of Neural Barrier Certificates for Continuous Systems via Counterexample Guided Learning	2
Resource-Efficient Continual Learning for Sensor-Based Human Activity Recognition	2
Efficient External Sorting for Memory-Constrained Embedded Devices with Flash Memory	2
How to Enable Index Scheme for Reducing the Writing Cost of DNA Storage on Insertion and Deletion	2
Supervisory Control for Dynamic Feature Configuration in Product Lines	2
HEART: H ybrid Memory and E nergy- A ware R eal- T	2
Guaranteeing Timely Response to Changes of Monitored Objects by Assigning Deadlines and Periods to Tasks	2
Kryptonite: Worst-Case Program Interference Estimation on Multi-Core Embedded Systems	2
DirectNVM: Hardware-accelerated NVMe SSDs for High-performance Embedded Computing	2
Lane Compression	2
IoV-Fog-Assisted Framework for Accident Detection and Classification	2
Neural Network Compression for Noisy Storage Devices	2
Early SoCs Information Flow Policies Validation Using SystemC-Based Virtual Prototypes at the ESL	2
Energy-Aware Adaptive Mixed-Criticality Scheduling with Semi-Clairvoyance and Graceful Degradation	2
Efficient Table-based Function Approximation on FPGAs Using Interval Splitting and BRAM Instantiation	2
Dataflow Driven Partitioning of Machine Learning Applications for Optimal Energy Use in Batteryless Systems	2
Resource-demand Estimation for Edge Tensor Processing Units	2
Modeling and Analysis of ETC Control System with Colored Petri Net and Dynamic Slicing	2
TREAFET: Temperature-Aware Real-Time Task Scheduling for FinFET based Multicores	2
Towards Building Verifiable CPS using Lingua Franca	2
The Sparse Synchronous Model on Real Hardware	2
Optimal Checkpointing Strategy for Real-time Systems with Both Logical and Timing Correctness	2
Read Refresh Scheduling and Data Reallocation against Read Disturb in SSDs	2
Schedulability Analysis for Timed Automata With Tasks	2