OOIR: Observatory of International Research

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 2022-01-01 to 2026-01-01.)

Article	Citations
Model-based Toolchain for Core Flight System (cFS) Embedded Systems	81
REC: REtime Convolutional Layers to Fully Exploit Harvested Energy for ReRAM-based CNN Accelerators	61
FLASH: Deadline-Aware Flexible LLC Arbitration and Scheduling for Hardware Accelerators	60
Holistic Resource Allocation Under Federated Scheduling for Parallel Real-time Tasks	58
SideDRAM: Integrating SoftSIMD Datapaths near DRAM Banks for Energy-Efficient Variable Precision Computation	58
Introduction to the Special Issue on Memory and Storage Systems for Embedded and IoT Applications	56
CapDYN : Adaptive Self-Scaling Energy Storage for Powering Batteryless IoT	54
A Unified Programmable Edge Matrix Processor for Deep Neural Networks and Matrix Algebra	54
Optimizing AES-GCM on 32-Bit ARM Cortex-M4 Microcontrollers: Fixslicing and FACE-Based Approach	48
Directed Real-time Linux Fuzzing with Configuration Awareness	45
Formal Synthesis of Neural Barrier Certificates for Continuous Systems via Counterexample Guided Learning	44
Contention Grading and Adaptive Model Selection for Machine Vision in Embedded Systems	44
A Comprehensive Survey on Deep Learning-based Predictive Maintenance	40
ViT4Mal: Lightweight Vision Transformer for Malware Detection on Edge Devices	37
Graph Transformations for Memory Peak Minimization by Scheduling	35
A Novel Lattice-Based Fault Injection Attack Targeting the Nonce in the SM2 Digital Signature Algorithm	35
PolyARBerNN: A Neural Network Guided Solver and Optimizer for Bounded Polynomial Inequalities	34
WasmAndroid: A Cross-Platform Runtime for Native Programming Languages on Android	34
More Is Less: Model Augmentation for Intermittent Deep Inference	34
A Self-Sustained CPS Design for Reliable Wildfire Monitoring	33
Large or Small: Harnessing the Erase Duality of Emerging Bit-Alterable NAND Flash to Suppress Tail Latency	30
VoxDepth : Rectification of Depth Images on Edge Devices	27
TAFP-ViT: A Transformer Accelerator via QKV Computational Fusion and Adaptive Pruning for Vision Transformer	27
IoV-Fog-Assisted Framework for Accident Detection and Classification	26
Distributed Task Offloading and Resource Purchasing in NOMA-Enabled Mobile Edge Computing: Hierarchical Game Theoretical Approaches	25

Reg-Tune: A Regression-Focused Fine-Tuning Approach for Profiling Low Energy Consumption and Latency	25
Neural Abstraction-Based Controller Synthesis and Deployment	25
Securing Pacemakers Using Runtime Monitors over Physiological Signals	24
Towards Building Verifiable CPS using Lingua Franca	24
FSIMR: File-system-aware Data Management for Interlaced Magnetic Recording	24
Kryptonite: Worst-Case Program Interference Estimation on Multi-Core Embedded Systems	23
Formally Verified Loop-Invariant Code Motion and Assorted Optimizations	22
Mining Hyperproperties using Temporal Logics	21
Formal Modeling of Hybrid System Based on Semi-continuous Colored Petri Net: A Case Study of Adaptive Cruise Control System	21
Automatic Generation of Resource and Accuracy Configurable Processing Elements	20
DynHaMo: Dynamic Hardware-Based Monitoring Dedicated to Attacks Detection	20
DyCo: Dynamic, Contextualized AI Models	20
Enhancing the Energy Efficiency and Robustness of tinyML Computer Vision Using Coarsely-quantized Log-gradient Input Images	20
Scalable Binary Neural Network Applications in Oblivious Inference	18
Unlocking the Full Potential of Dual-Interface SSDs: A Comprehensive Hardware and Software Perspective	18
An Efficient and Flexible Stochastic CGRA Mapping Approach	18
Star-Set Based Efficient Reachable Set Computation of Anytime Sensing-Based Neural Network-Controlled Dynamical Systems	18
Automatic Generation of Fast and Accurate Performance Models for Deep Neural Network Accelerators	18
Performance Modeling of Computer Vision-based CNN on Edge GPUs	18
Evolution Function Based Reach-Avoid Verification for Time-varying Systems with Disturbances	17
Middleware for Distributed Applications in a LoRa Mesh Network	17
Supervisory Control for Dynamic Feature Configuration in Product Lines	17
Reaction Latency Analysis of Message Synchronization in Edge-assisted Autonomous Driving	17
EXPRESS: A Framework for Execution Time Prediction of Concurrent CNNs on Xilinx DPU Accelerator	17
PEak: A Single Source of Truth for Hardware Design and Verification	17
SecuPilot: A Security Coprocessor-Integrated Platform for Autonomous UAV Security	16
RPFF-PA : Reliable and Parallel Fault-tolerant Framework for Path Latency Reduction Deployed in Register Arrays	16
Early DSE and Automatic Generation of Coarse-grained Merged Accelerators	16
FC-GPU: Feedback Control GPU Scheduling for Real-time Embedded Systems	16
Boosting Cryptographic ICs’ Side-Channel Resistance: A Formal Framework for Automatic Identification and Protection of Leaky Paths	16
Improving Worst-case TSN Communication Times of Large Sensor Data Samples by Exploiting Synchronization	16
Specifying and Compiling Scalable Networks of Actors for Software and Hardware Platforms	15
Criticality-aware Monitoring and Orchestration for Containerized Industry 4.0 Environments	14
Software-Managed Read and Write Wear-Leveling for Non-Volatile Main Memory	14
Federated Self-training for Semi-supervised Audio Recognition	14
System Scenario-Based Design of the Last-Level Cache in Advanced Interconnect-Dominant Technology Nodes	14
Multi-Compression Scale DNN Inference Acceleration based on Cloud-Edge-End Collaboration	13
Optimus: An Operator Fusion Framework for Deep Neural Networks	13
A Write-Related and Read-Related DRAM Allocation Strategy Inside Solid-State Drives (SSDs)	13
BASS: Safe Deep Tissue Optical Sensing for Wearable Embedded Systems	13
CARIn: Constraint-Aware and Responsive Inference on Heterogeneous Devices for Single- and Multi-DNN Workloads	13
DTRL: Decision Tree-based Multi-Objective Reinforcement Learning for Runtime Task Scheduling in Domain-Specific System-on-Chips	13
A Hierarchical Classification Method for High-accuracy Instruction Disassembly with Near-field EM Measurements	12
Efficient and Robust Edge AI: Software, Hardware, and the Co-design	12
WARM-tree: Making Quadtrees Write-efficient and Space-economic on Persistent Memories	12
CIMFlow: Modelling Dataflow in Cross-Layer Compute-in-Memory Deep Learning Accelerators	12
DOCTOR: A Multi-Disease Detection Continual Learning Framework Based on Wearable Medical Sensors	12
Introduction to the Special Issue on Accelerating AI on the Edge – Part 1	11
Cache Abstraction for Data Race Detection in Heterogeneous Systems with Non-coherent Accelerators	11
ZIP-CNN: Design Space Exploration for CNN Implementation within a MCU	11

Latency-Aware Pruning and Quantization of Self-Supervised Speech Transformers for Edge Devices	11
Leveraging Computational Storage for Power-Efficient Distributed Data Analytics	11
Analog In-memory Circuit Design of Polynomial Multiplication for Lattice Cipher Acceleration Application	11
Telomere: Real-Time NAND Flash Storage	11
Elements of Timed Pattern Matching	11
Coarse-Grained Task Parallelization by Dynamic Profiling for Heterogeneous SoC-Based Embedded System	11
DiGiT: A Diffusion-based Modular Geophysical Toolkit for On-device Multi-modal Data Generation	11
Store-n-Learn: Classification and Clustering with Hyperdimensional Computing across Flash Hierarchy	10
An Energy-Efficient DRAM Cache Architecture for Mobile Platforms With PCM-Based Main Memory	10
XimSwap: Many-to-Many Face Swapping for TinyML	10
A Predictable QoS-aware Memory Request Scheduler for Soft Real-time Systems	10
A Robust and Energy Efficient Hyperdimensional Computing System for Voltage-scaled Circuits	10
AdaTest: Reinforcement Learning and Adaptive Sampling for On-chip Hardware Trojan Detection	10
A Highly Hardware Efficient ML-KEM Accelerator with Optimised Architectural Layers	10
HDLRuby: A Ruby Extension for Hardware Description and Its Translation to Synthesizable Verilog HDL	9
Toward Optimal Softcore Carry-aware Approximate Multipliers on Xilinx FPGAs	9
Wireless Perceptual Space Modeling Method for Cross-Domain Human Activity Recognition	9
Hierarchical Resource Orchestration Framework for Real-time Containers	9
CABARRE: Request Response Arbitration for Shared Cache Management	9
Probabilistic Reaction Time Analysis	9
TreeHouse: An MLIR-based Compilation Flow for Real-Time Tree-based Inference	9
RegKey: A Register-based Implementation of ECC Signature Algorithms Against One-shot Memory Disclosure	9
VADF: V ersatile A pproximate D ata F ormats for Energy-Efficient Computing	9
Virtualizing a Post-Moore’s Law Analog Mesh Processor: The Case of a Photonic PDE Accelerator	9
Application-Level Evaluation of IEEE 802.1AS Synchronized Time and Linux for Distributed Real-Time Systems	9
A Load-Balanced Collaborative Repair Algorithm for Single-Disk Failures in Erasure Coded Storage Systems	9
Tutorial: A Novel Runtime Environment for Accelerator-Rich Heterogeneous Architectures	9
Faster Implementation of Ideal Lattice-Based Cryptography Using AVX512	9
Florets for Chiplets: Data Flow-aware High-Performance and Energy-efficient Network-on-Interposer for CNN Inference Tasks	8
TAB: Unified and Optimized Ternary, Binary, and Mixed-precision Neural Network Inference on the Edge	8
Power Side-channel Attack Resistant Circuit Designs of ARX Ciphers Using High-level Synthesis	8
Challenges and Opportunities of Security-Aware EDA	8
SHARP: An Adaptable, Energy-Efficient Accelerator for Recurrent Neural Networks	8
Optimal Control for Industrial Multi-Component CPS via Path-Encoding-Based Joint Optimization	8
DynO: Dynamic Onloading of Deep Neural Networks from Cloud to Device	8
RTPL: A Real-Time Communication Protocol for LoRa Network	8
Fast Loosely-Timed Deep Neural Network Models with Accurate Memory Contention	8
A Tree-Shaped Tableau for Checking the Satisfiability of Signal Temporal Logic with Bounded Temporal Operators	8
Robust Embedded Autonomous Driving Positioning System Fusing LiDAR and Inertial Sensors	8
Selective Subarray Isolation for Mitigating RowHammer Attack	8
Introduction to the Special Issue on Domain-Specific System-on-Chip Architectures and Run-Time Management Techniques	8
????????????????????????: Utilizing Hyperdimensional Computing for a More Robust and Efficient Machine Learning System	8
An Efficient CNN Accelerator for Low-Cost Edge Systems	8
Domain-Specific Architectures: Research Problems and Promising Approaches	8
Dataflow Driven Partitioning of Machine Learning Applications for Optimal Energy Use in Batteryless Systems	8
Designing High-Performance and Thermally Feasible Multi-Chiplet Architectures Enabled by Non-Bendable Glass Interposer	8
Analysis of EM Fault Injection on Bit-sliced Number Theoretic Transform Software in Dilithium	8
Lightweight Champions of the World: Side-Channel Resistant Open Hardware for Finalists in the NIST Lightweight Cryptography Standardization Process	8
An Intermediate-Centric Dataflow for Transposed Convolution Acceleration on FPGA	7
HSPA: High-Throughput Sparse Polynomial Multiplication for Code-based Post-Quantum Cryptography	7
GINA: Exploiting Graph Neural Network Layer Features for Energy Efficient Inferencing in NVM-based PIM Accelerators	7
Design Flow for Scheduling Spiking Deep Convolutional Neural Networks on Heterogeneous Neuromorphic System-on-chip	7
Combining Weight Approximation, Sharing and Retraining for Neural Network Model Compression	7
Software Optimization and Design Methodology for Low Power Computer Vision Systems	7
DaCapo: An On-Device Learning Scheme for Memory-Constrained Embedded Systems	7
HeterogeneousRTOS: A CPU-FPGA Real-Time OS for Fault Tolerance on COTS at Near-Zero Timing Cost	7
Rectifying Skewed Kernel Page Reclamation in Mobile Devices for Improving User-Perceivable Latency	7
A Compact and Parallel Swap-Based Shuffler Based on Butterfly Network and Its Complexity Against Side Channel Analysis	7
An Investigation on Hardware-Aware Vision Transformer Scaling	7
High-Level Approaches to Hardware Security: A Tutorial	7
SPHINCSLET: An Area-Efficient Accelerator for the Full SPHINCS+ Digital Signature Algorithm	7
Virtual Environment Model Generation for CPS Goal Verification using Imitation Learning	7
A Survey of Blockchain Data Management Systems	7
FT-DAG: An Efficient Full-Topology DAG Generator with Controllable Parameters	7
Regular Composite Resource Partitioning and Reconfiguration in Open Systems	7
Code Generation for Neural Networks Based on Fixed-point Arithmetic	7
Register Blocking: A Source-to-Source Analytical Modelling Approach for Affine Loop Kernels	7
Attack-resilient Fusion of Sensor Data with Uncertain Delays	7
COBRRA: COntention-aware cache Bypass with Request-Response Arbitration	7
Let Coarse-Grained Resources Be Shared: Mapping Entire Neural Networks on FPGAs	7
TimelyNet: Adaptive Neural Architecture for Autonomous Driving with Dynamic Deadline	7