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 2021-08-01 to 2025-08-01.)

Article	Citations
RiSA: A Reinforced Systolic Array for Depthwise Convolutions and Embedded Tensor Reshaping	65
Excluding Parallel Execution to Improve Global Fixed Priority Response Time Analysis	64
Hardware Acceleration for Embedded Keyword Spotting: Tutorial and Survey	52
Holistic Resource Allocation Under Federated Scheduling for Parallel Real-time Tasks	47
Contention Grading and Adaptive Model Selection for Machine Vision in Embedded Systems	47
Formal Synthesis of Neural Barrier Certificates for Continuous Systems via Counterexample Guided Learning	45
Introduction to the Special Issue on Memory and Storage Systems for Embedded and IoT Applications	42
Model-based Toolchain for Core Flight System (cFS) Embedded Systems	41
ViT4Mal: Lightweight Vision Transformer for Malware Detection on Edge Devices	39
A Unified Programmable Edge Matrix Processor for Deep Neural Networks and Matrix Algebra	39
REC: REtime Convolutional Layers to Fully Exploit Harvested Energy for ReRAM-based CNN Accelerators	39
Thermal-aware Adaptive Platform Management for Heterogeneous Embedded Systems	38
A Comprehensive Survey on Deep Learning-based Predictive Maintenance	36
A Novel Lattice-Based Fault Injection Attack Targeting the Nonce in the SM2 Digital Signature Algorithm	36
FLASH: Deadline-Aware Flexible LLC Arbitration and Scheduling for Hardware Accelerators	35
PolyARBerNN: A Neural Network Guided Solver and Optimizer for Bounded Polynomial Inequalities	35
Declarative Power Sequencing	34
More Is Less: Model Augmentation for Intermittent Deep Inference	31
Neural Abstraction-Based Controller Synthesis and Deployment	30
WasmAndroid: A Cross-Platform Runtime for Native Programming Languages on Android	30
A Self-Sustained CPS Design for Reliable Wildfire Monitoring	29
Graph Transformations for Memory Peak Minimization by Scheduling	28
TAFP-ViT: A Transformer Accelerator via QKV Computational Fusion and Adaptive Pruning for Vision Transformer	26
Distributed Task Offloading and Resource Purchasing in NOMA-Enabled Mobile Edge Computing: Hierarchical Game Theoretical Approaches	26
IoV-Fog-Assisted Framework for Accident Detection and Classification	26

Kryptonite: Worst-Case Program Interference Estimation on Multi-Core Embedded Systems	26
An Efficient and Flexible Stochastic CGRA Mapping Approach	24
Scalable Binary Neural Network Applications in Oblivious Inference	23
Formally Verified Loop-Invariant Code Motion and Assorted Optimizations	23
Securing Pacemakers Using Runtime Monitors over Physiological Signals	22
Enhancing the Energy Efficiency and Robustness of tinyML Computer Vision Using Coarsely-quantized Log-gradient Input Images	21
Mining Hyperproperties using Temporal Logics	20
Formal Modeling of Hybrid System Based on Semi-continuous Colored Petri Net: A Case Study of Adaptive Cruise Control System	20
Reg-Tune: A Regression-Focused Fine-Tuning Approach for Profiling Low Energy Consumption and Latency	20
Automatic Generation of Fast and Accurate Performance Models for Deep Neural Network Accelerators	20
Regime Inference for Sound Floating-Point Optimizations	19
IoT-Fog-Cloud Centric Earthquake Monitoring and Prediction	19
Cross-Layer Adaptation with Safety-Assured Proactive Task Job Skipping	19
Automatic Generation of Resource and Accuracy Configurable Processing Elements	19
Guaranteeing Timely Response to Changes of Monitored Objects by Assigning Deadlines and Periods to Tasks	19
Towards Building Verifiable CPS using Lingua Franca	18
SIAM: Chiplet-based Scalable In-Memory Acceleration with Mesh for Deep Neural Networks	18
DyCo: Dynamic, Contextualized AI Models	18
FSIMR: File-system-aware Data Management for Interlaced Magnetic Recording	18
Performance Modeling of Computer Vision-based CNN on Edge GPUs	18
Software-Managed Read and Write Wear-Leveling for Non-Volatile Main Memory	17
Supervisory Control for Dynamic Feature Configuration in Product Lines	17
Federated Self-training for Semi-supervised Audio Recognition	17
A Write-Related and Read-Related DRAM Allocation Strategy Inside Solid-State Drives (SSDs)	17
Early DSE and Automatic Generation of Coarse-grained Merged Accelerators	16
BASS: Safe Deep Tissue Optical Sensing for Wearable Embedded Systems	16
Improving Worst-case TSN Communication Times of Large Sensor Data Samples by Exploiting Synchronization	16
Evolution Function Based Reach-Avoid Verification for Time-varying Systems with Disturbances	15
Middleware for Distributed Applications in a LoRa Mesh Network	15
CARIn: Constraint-Aware and Responsive Inference on Heterogeneous Devices for Single- and Multi-DNN Workloads	15
EXPRESS: A Framework for Execution Time Prediction of Concurrent CNNs on Xilinx DPU Accelerator	15
Rtkaller: State-aware Task Generation for RTOS Fuzzing	15
PEak: A Single Source of Truth for Hardware Design and Verification	14
DTRL: Decision Tree-based Multi-Objective Reinforcement Learning for Runtime Task Scheduling in Domain-Specific System-on-Chips	14
DOCTOR: A Multi-Disease Detection Continual Learning Framework Based on Wearable Medical Sensors	14
RPFF-PA : Reliable and Parallel Fault-tolerant Framework for Path Latency Reduction Deployed in Register Arrays	14
Criticality-aware Monitoring and Orchestration for Containerized Industry 4.0 Environments	14
XimSwap: Many-to-Many Face Swapping for TinyML	14
Reaction Latency Analysis of Message Synchronization in Edge-assisted Autonomous Driving	14
Optimus: An Operator Fusion Framework for Deep Neural Networks	14
Multi-Compression Scale DNN Inference Acceleration based on Cloud-Edge-End Collaboration	14
Elements of Timed Pattern Matching	13
ZIP-CNN: Design Space Exploration for CNN Implementation within a MCU	13
A Robust and Energy Efficient Hyperdimensional Computing System for Voltage-scaled Circuits	13
Cache Abstraction for Data Race Detection in Heterogeneous Systems with Non-coherent Accelerators	13
Coarse-Grained Task Parallelization by Dynamic Profiling for Heterogeneous SoC-Based Embedded System	12
Telomere: Real-Time NAND Flash Storage	12
Analog In-memory Circuit Design of Polynomial Multiplication for Lattice Cipher Acceleration Application	12
Efficient and Robust Edge AI: Software, Hardware, and the Co-design	12
Introduction to the Special Issue on Accelerating AI on the Edge – Part 1	12

WARM-tree: Making Quadtrees Write-efficient and Space-economic on Persistent Memories	12
An Energy-Efficient DRAM Cache Architecture for Mobile Platforms With PCM-Based Main Memory	12
Leveraging Computational Storage for Power-Efficient Distributed Data Analytics	12
Latency-Aware Pruning and Quantization of Self-Supervised Speech Transformers for Edge Devices	11
A Highly Hardware Efficient ML-KEM Accelerator with Optimised Architectural Layers	11
AdaTest: Reinforcement Learning and Adaptive Sampling for On-chip Hardware Trojan Detection	11
A Hierarchical Classification Method for High-accuracy Instruction Disassembly with Near-field EM Measurements	11
Domain-Specific Architectures: Research Problems and Promising Approaches	10
Florets for Chiplets: Data Flow-aware High-Performance and Energy-efficient Network-on-Interposer for CNN Inference Tasks	10
Faster Implementation of Ideal Lattice-Based Cryptography Using AVX512	10
Store-n-Learn: Classification and Clustering with Hyperdimensional Computing across Flash Hierarchy	10
An Efficient CNN Accelerator for Low-Cost Edge Systems	10
TAB: Unified and Optimized Ternary, Binary, and Mixed-precision Neural Network Inference on the Edge	10
Fast Loosely-Timed Deep Neural Network Models with Accurate Memory Contention	10
RegKey: A Register-based Implementation of ECC Signature Algorithms Against One-shot Memory Disclosure	10
HDLRuby: A Ruby Extension for Hardware Description and Its Translation to Synthesizable Verilog HDL	10
A Predictable QoS-aware Memory Request Scheduler for Soft Real-time Systems	10
CABARRE: Request Response Arbitration for Shared Cache Management	10
Challenges and Opportunities of Security-Aware EDA	9
Precise Correlation Extraction for IoT Fault Detection With Concurrent Activities	9
Tutorial: A Novel Runtime Environment for Accelerator-Rich Heterogeneous Architectures	9
Toward Optimal Softcore Carry-aware Approximate Multipliers on Xilinx FPGAs	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
Dataflow Driven Partitioning of Machine Learning Applications for Optimal Energy Use in Batteryless Systems	9
Wireless Perceptual Space Modeling Method for Cross-Domain Human Activity Recognition	9
RTPL: A Real-Time Communication Protocol for LoRa Network	9
DynO: Dynamic Onloading of Deep Neural Networks from Cloud to Device	9
Hierarchical Resource Orchestration Framework for Real-time Containers	9
Introduction to the Special Issue on Domain-Specific System-on-Chip Architectures and Run-Time Management Techniques	9
Application-Level Evaluation of IEEE 802.1AS Synchronized Time and Linux for Distributed Real-Time Systems	9
Probabilistic Reaction Time Analysis	9
TreeHouse: An MLIR-based Compilation Flow for Real-Time Tree-based Inference	9
Lightweight Champions of the World: Side-Channel Resistant Open Hardware for Finalists in the NIST Lightweight Cryptography Standardization Process	8
Analysis of EM Fault Injection on Bit-sliced Number Theoretic Transform Software in Dilithium	8
????????????????????????: Utilizing Hyperdimensional Computing for a More Robust and Efficient Machine Learning System	8
HSPA: High-Throughput Sparse Polynomial Multiplication for Code-based Post-Quantum Cryptography	8
DaCapo: An On-Device Learning Scheme for Memory-Constrained Embedded Systems	8
Rectifying Skewed Kernel Page Reclamation in Mobile Devices for Improving User-Perceivable Latency	8
An Intermediate-Centric Dataflow for Transposed Convolution Acceleration on FPGA	8
SHARP: An Adaptable, Energy-Efficient Accelerator for Recurrent Neural Networks	8
Software Optimization and Design Methodology for Low Power Computer Vision Systems	8
Let Coarse-Grained Resources Be Shared: Mapping Entire Neural Networks on FPGAs	8
Power Side-channel Attack Resistant Circuit Designs of ARX Ciphers Using High-level Synthesis	8
Verifying Stochastic Hybrid Systems with Temporal Logic Specifications via Model Reduction	8
Regular Composite Resource Partitioning and Reconfiguration in Open Systems	8
A Compact and Parallel Swap-Based Shuffler Based on Butterfly Network and Its Complexity Against Side Channel Analysis	8
Robust Embedded Autonomous Driving Positioning System Fusing LiDAR and Inertial Sensors	8
Code Generation for Neural Networks Based on Fixed-point Arithmetic	7
MARS: mmWave-based Assistive Rehabilitation System for Smart Healthcare	7
Synergistically Exploiting CNN Pruning and HLS Versioning for Adaptive Inference on Multi-FPGAs at the Edge	7
Design Flow for Scheduling Spiking Deep Convolutional Neural Networks on Heterogeneous Neuromorphic System-on-chip	7
COBRRA: COntention-aware cache Bypass with Request-Response Arbitration	7
SPHINCSLET: An Area-Efficient Accelerator for the Full SPHINCS+ Digital Signature Algorithm	7
A Configurable CRYSTALS-Kyber Hardware Implementation with Side-Channel Protection	7
Attack-resilient Fusion of Sensor Data with Uncertain Delays	7
An Investigation on Hardware-Aware Vision Transformer Scaling	7
Register Blocking: A Source-to-Source Analytical Modelling Approach for Affine Loop Kernels	7
Improving Variational Autoencoder based Out-of-Distribution Detection for Embedded Real-time Applications	7
A Survey of Blockchain Data Management Systems	7
Predictive Monitoring with Logic-Calibrated Uncertainty for Cyber-Physical Systems	7
High-Level Approaches to Hardware Security: A Tutorial	7
Mapping Computations in Heterogeneous Multicore Systems with Statistical Regression on Program Inputs	7