OOIR: Observatory of International Research

Papers

(The TQCC of ACM Transactions on Embedded Computing Systems is 5. 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 2020-03-01 to 2024-03-01.)

Article	Citations
Toward a Lingua Franca for Deterministic Concurrent Systems	34
MARS: mmWave-based Assistive Rehabilitation System for Smart Healthcare	28
Game-Based Task Offloading of Multiple Mobile Devices with QoS in Mobile Edge Computing Systems of Limited Computation Capacity	26
Edge-AI-Driven Framework with Efficient Mobile Network Design for Facial Expression Recognition	25
Heuristic Computation Offloading Algorithms for Mobile Users in Fog Computing	25
TensorRT-Based Framework and Optimization Methodology for Deep Learning Inference on Jetson Boards	25
Verifying the Safety of Autonomous Systems with Neural Network Controllers	23
Side-Channel Analysis of Lattice-Based Post-Quantum Cryptography: Exploiting Polynomial Multiplication	22
Deep Ensemble Learning for Human Activity Recognition Using Wearable Sensors via Filter Activation	22
SIAM: Chiplet-based Scalable In-Memory Acceleration with Mesh for Deep Neural Networks	20
LATTE: L STM Self- Att ention based Anomaly Detection in E mbedded Automotive Platforms	18
Intermittent-Aware Neural Architecture Search	18
Edge Intelligence: Concepts, Architectures, Applications, and Future Directions	17
Distributed Task Offloading and Resource Purchasing in NOMA-Enabled Mobile Edge Computing: Hierarchical Game Theoretical Approaches	17
ROBIN: A Robust Optical Binary Neural Network Accelerator	16
Reliability-aware Scheduling and Routing for Messages in Time-sensitive Networking	16
Energy Modeling for the Bluetooth Low Energy Protocol	15
Predictive Monitoring with Logic-Calibrated Uncertainty for Cyber-Physical Systems	15
SLAQA	14
Design Space Exploration for Ultra-Low-Energy and Secure IoT MCUs	14
SNR: S queezing N umerical R ange Defuses Bit Error Vulnerability Surface in Deep Neural Networks	14
HMDS: A Makespan Minimizing DAG Scheduler for Heterogeneous Distributed Systems	14
Improving Performance-Power-Programmability in Space Avionics with Edge Devices: VBN on Myriad2 SoC	14
Edge-SLAM: Edge-Assisted Visual Simultaneous Localization and Mapping	14
MHDeep: Mental Health Disorder Detection System Based on Wearable Sensors and Artificial Neural Networks	13

SAGE: A Split-Architecture Methodology for Efficient End-to-End Autonomous Vehicle Control	13
Hardware Performance Counter-Based Fine-Grained Malware Detection	13
CAN Bus Intrusion Detection Based on Auxiliary Classifier GAN and Out-of-distribution Detection	13
TAMA	13
Algorithm-hardware Co-design of Attention Mechanism on FPGA Devices	13
Event-B Hybridation	12
AppAxO : Designing App lication-specific A ppro x imate O	12
Camaroptera: A Long-range Image Sensor with Local Inference for Remote Sensing Applications	12
Improving Power of DSP and CNN Hardware Accelerators Using Approximate Floating-point Multipliers	12
FFConv	12
DEEPEYE	11
EC-ECC: Accelerating Elliptic Curve Cryptography for Edge Computing on Embedded GPU TX2	11
CICERO: A Domain-Specific Architecture for Efficient Regular Expression Matching	10
Learning Nondeterministic Real-Time Automata	10
Horizontal Side-Channel Vulnerabilities of Post-Quantum Key Exchange and Encapsulation Protocols	10
A Survey of Blockchain Data Management Systems	10
DFSynthesizer: Dataflow-based Synthesis of Spiking Neural Networks to Neuromorphic Hardware	10
FELIX: A Ferroelectric FET Based Low Power Mixed-Signal In-Memory Architecture for DNN Acceleration	10
Improving Variational Autoencoder based Out-of-Distribution Detection for Embedded Real-time Applications	10
Real-time Attack-recovery for Cyber-physical Systems Using Linear-quadratic Regulator	10
Compositional Learning and Verification of Neural Network Controllers	10
An Interpretable Machine Learning Model Enhanced Integrated CPU-GPU DVFS Governor	10
Dealing with Uncertainty in pWCET Estimations	10
Golden Chip-Free Trojan Detection Leveraging Trojan Trigger’s Side-Channel Fingerprinting	9
CEDR: A Compiler-integrated, Extensible DSSoC Runtime	9
DynO: Dynamic Onloading of Deep Neural Networks from Cloud to Device	9
Demystifying Energy Consumption Dynamics in Transiently powered Computers	9
Design Space Exploration for Secure IoT Devices and Cyber-Physical Systems	9
Learning to Train CNNs on Faulty ReRAM-based Manycore Accelerators	9
Towards an Integrated Vehicle Management System in DriveOS	9
Thermal-aware Adaptive Platform Management for Heterogeneous Embedded Systems	9
FLASH: F ast Neura l A rchitecture S earch with H ardware	8
Fast and Energy-Efficient State Checkpointing for Intermittent Computing	8
Design-Technology Co-Optimization for NVM-Based Neuromorphic Processing Elements	8
Reducing Energy in GPGPUs through Approximate Trivial Bypassing	8
MAGNETO	8
Determinism	8
Synergistically Exploiting CNN Pruning and HLS Versioning for Adaptive Inference on Multi-FPGAs at the Edge	8
AHA: An Agile Approach to the Design of Coarse-Grained Reconfigurable Accelerators and Compilers	8
DNN Is Not All You Need: Parallelizing Non-neural ML Algorithms on Ultra-low-power IoT Processors	8
Horizontal Auto-Scaling for Multi-Access Edge Computing Using Safe Reinforcement Learning	8
RT-ZooKeeper: Taming the Recovery Latency of a Coordination Service	8
LAMBDA	7
An Energy-Efficient DRAM Cache Architecture for Mobile Platforms With PCM-Based Main Memory	7
Software-Managed Read and Write Wear-Leveling for Non-Volatile Main Memory	7
Two Birds With One Stone: Boosting Both Search and Write Performance for Tree Indices on Persistent Memory	7
SPECTRUM	7
Virtualizing a Post-Moore’s Law Analog Mesh Processor: The Case of a Photonic PDE Accelerator	7
Synthesis of Flexible Accelerators for Early Adoption of Ring-LWE Post-quantum Cryptography	7
Rtkaller: State-aware Task Generation for RTOS Fuzzing	7

A Composable Monitoring System for Heterogeneous Embedded Platforms	7
SEAMS	7
Heterogeneity-aware Multicore Synchronization for Intermittent Systems	7
Block Walsh–Hadamard Transform-based Binary Layers in Deep Neural Networks	7
Software Hint-Driven Data Management for Hybrid Memory in Mobile Systems	6
Efficient Realization of Decision Trees for Real-Time Inference	6
EncoDeep	6
QUAREM: Maximising QoE Through Adaptive Resource Management in Mobile MPSoC Platforms	6
Side-channel and Fault-injection attacks over Lattice-based Post-quantum Schemes (Kyber, Dilithium): Survey and New Results	6
MaxTracker: Continuously Tracking the Maximum Computation Progress for Energy Harvesting ReRAM-based CNN Accelerators	6
A Distributed Real-time Scheduling System for Industrial Wireless Networks	6
Post-Quantum Signatures on RISC-V with Hardware Acceleration	6
Domain-specific Hybrid Mapping for Energy-efficient Baseband Processing in Wireless Networks	6
RiSA: A Reinforced Systolic Array for Depthwise Convolutions and Embedded Tensor Reshaping	6
Sense Your Power	6
Crab-tree	6
Tolerating Defects in Low-Power Neural Network Accelerators Via Retraining-Free Weight Approximation	6
Energy-efficient Real-time Scheduling on Multicores	6
PhiNets: A Scalable Backbone for Low-power AI at the Edge	6
Winograd Convolution for Deep Neural Networks: Efficient Point Selection	6
A TCAM-based Caching Architecture Framework for Packet Classification	6
MemFHE: End-to-End Computing with Fully Homomorphic Encryption in Memory	6
Human Activity Recognition on Microcontrollers with Quantized and Adaptive Deep Neural Networks	6
Quantized Sparse Training: A Unified Trainable Framework for Joint Pruning and Quantization in DNNs	5
DIAC	5
Approximate Cache in GPGPUs	5
Toward Adversary-aware Non-iterative Model Pruning through D ynamic N etwork R ewiring of DNNs	5
Contention Grading and Adaptive Model Selection for Machine Vision in Embedded Systems	5
Domain-Specific Architectures: Research Problems and Promising Approaches	5
Temporal Robustness of Temporal Logic Specifications: Analysis and Control Design	5
GMAI	5
Beyond Cache Attacks	5
Adaptive Computation Reuse for Energy-Efficient Training of Deep Neural Networks	5
Hardware Trojan Detection Using Machine Learning: A Tutorial	5
Generalized Weakly Hard Schedulability Analysis for Real-Time Periodic Tasks	5
Chauffeur: Benchmark Suite for Design and End-to-End Analysis of Self-Driving Vehicles on Embedded Systems	5
UBAR	5
Optimization of Signal Processing Applications Using Parameterized Error Models for Approximate Adders	5
Accelerating Attention Mechanism on FPGAs based on Efficient Reconfigurable Systolic Array	5
Skills Gaps in the Industry	5
DSTL	5
Probabilistic Estimation of Threat Intrusion in Embedded Systems for Runtime Detection	5
Test Generation for Hardware Trojan Detection Using Correlation Analysis and Genetic Algorithm	5
Adaptive Task Allocation and Scheduling on NoC-based Multicore Platforms with Multitasking Processors	5
??????: Utilizing Hyperdimensional Computing for a More Robust and Efficient Machine Learning System	5
HW-FlowQ: A Multi-Abstraction Level HW-CNN Co-design Quantization Methodology	5
Improving the Performance of Hybrid Caches Using Partitioned Victim Caching	5
Reliability Assessment and Safety Arguments for Machine Learning Components in System Assurance	5
Online Learning for Orchestration of Inference in Multi-user End-edge-cloud Networks	5
Optimus: An Operator Fusion Framework for Deep Neural Networks	5