OOIR: Observatory of International Research

Papers

(The TQCC of IEEE Computer Architecture Letters is 3. 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 2022-06-01 to 2026-06-01.)

Article	Citations
Old is Gold: Optimizing Single-Threaded Applications With ExGen-Malloc	94
Speculative Multi-Level Access in LSM Tree-Based KV Store	26
Toward Practical 128-Bit General Purpose Microarchitectures	24
A Characterization of Generative Recommendation Models: Study of Hierarchical Sequential Transduction Unit	22
Exploration of Algorithm-Hardware Co-Design for Floating-Point Digital Compute-in-Memory	21
Characterization and Analysis of Text-to-Image Diffusion Models	21
Accelerating Programmable Bootstrapping Targeting Contemporary GPU Microarchitecture	20
The Architectural Sustainability Indicator	19
SCALES: SCALable and Area-Efficient Systolic Accelerator for Ternary Polynomial Multiplication	18
Time Series Machine Learning Models for Precise SSD Access Latency Prediction	18
Context-Aware Set Dueling for Dynamic Policy Arbitration	16
De-Quantization Penalties for Interactive LLM Inference on Prosumer GPUs	13
Breaking the HBM Bit Cost Barrier: Domain-Specific ECC for AI Inference Infrastructure	13
MoSKA: Mixture of Shared KV Attention for Efficient Long-Sequence LLM Inference	12
A Quantitative Analysis of Mamba-2-Based Large Language Model: Study of State Space Duality	12
In-Depth Characterization of Machine Learning on an Optimized Multi-Party Computing Library	12
Straw: A Stress-Aware WL-Based Read Reclaim Technique for High-Density NAND Flash-Based SSDs	11
Improving Energy-Efficiency of Capsule Networks on Modern GPUs	11
Exploring KV Cache Quantization in Multimodal Large Language Model Inference	11
SoCurity: A Design Approach for Enhancing SoC Security	11
Wafer-scale GPU Memory Pool with In-Package Optics for Enhanced Capacity and Bandwidth	10
AiDE: Attention-FFN Disaggregated Execution for Cost-Effective LLM Decoding on CXL-PNM	10
OASIS: Outlier-Aware KV Cache Clustering for Scaling LLM Inference in CXL Memory Systems	10
REDIT: Redirection-Enabled Memory-Side Directory Architecture for CXL Memory Fabric	9
A Flexible Embedding-Aware Near Memory Processing Architecture for Recommendation System	9

RouteReplies: Alleviating Long Latency in Many-Chip-Module GPUs	8
A Case for In-Memory Random Scatter-Gather for Fast Graph Processing	8
StreamDQ: HBM-Integrated On-the-Fly DeQuantization via Memory Load for Large Language Models	8
In-Memory Versioning (IMV)	8
Enabling Computation and Communication Overlap in PIMs for On-Device LLM Inference	7
Exploring the DIMM PIM Architecture for Accelerating Time Series Analysis	7
Disaggregated Speculative Decoding for Carbon-Efficient LLM Serving	7
PUDTune: Multi-Level Charging for High-Precision Calibration in Processing-Using-DRAM	6
DeMM: A Decoupled Matrix Multiplication Engine Supporting Relaxed Structured Sparsity	6
NoHammer: Preventing Row Hammer With Last-Level Cache Management	6
QuArch: A Question-Answering Dataset for AI Agents in Computer Architecture	6
Exploiting Intel Advanced Matrix Extensions (AMX) for Large Language Model Inference	6
Security Helper Chiplets: A New Paradigm for Secure Hardware Monitoring	6
pNet-gem5: Full-System Simulation With High-Performance Networking Enabled by Parallel Network Packet Processing	6
High-Bandwidth Flash for KV Caches: Endurance and Performance Implications	6
Improving Performance on Tiered Memory With Semantic Data Placement	6
Mitigating Timing-Based NoC Side-Channel Attacks With LLC Remapping	6
Accelerating Deep Reinforcement Learning via Phase-Level Parallelism for Robotics Applications	6
Thread-Adaptive: High-Throughput Parallel Architectures of SLH-DSA on GPUs	6
LADIO: Leakage-Aware Direct I/O for I/O-Intensive Workloads	5
SparseLeakyNets: Classification Prediction Attack Over Sparsity-Aware Embedded Neural Networks Using Timing Side-Channel Information	5
High-Performance Winograd Based Accelerator Architecture for Convolutional Neural Network	5
RAESC: A Reconfigurable AES Countermeasure Architecture for RISC-V With Enhanced Power Side-Channel Resilience	5
Memory-Centric MCM-GPU Architecture	5
Efficient Deadlock Avoidance by Considering Stalling, Message Dependencies, and Topology	5
Hisui: Unlocking Tiered Memory Efficiency for FaaS Workloads	5
SSD Offloading for LLM Mixture-of-Experts Weights Considered Harmful in Energy Efficiency	5
Managing Prefetchers With Deep Reinforcement Learning	4
H ³ : H ybrid Architecture Using H igh Bandwidth Memory	4
Xami : E x pert-Aware A daptive Compression for Mi	4
Enhancing the Reach and Reliability of Quantum Annealers by Pruning Longer Chains	4
Nighthawk: Zero-Copy Cache Quarantine for Invisible Speculation	4
KiF: Accelerating Low-Batch LLM Inference Using In-Flash KV Cache	4
Primate: A Framework to Automatically Generate Soft Processors for Network Applications	4
PreGNN: Hardware Acceleration to Take Preprocessing Off the Critical Path in Graph Neural Networks	4
ReplayOpt: Optimizer-State Replay to Resolve Critical-Path Bottlenecks in Offloaded Training	4
A Flexible Hybrid Interconnection Design for High-Performance and Energy-Efficient Chiplet-Based Systems	4
Enabling Cost-Efficient LLM Inference on Mid-Tier GPUs With NMP DIMMs	3
Fast Performance Prediction for Efficient Distributed DNN Training	3
Direct-Coding DNA With Multilevel Parallelism	3
Exploring Volatile FPGAs Potential for Accelerating Energy-Harvesting IoT Applications	3
Adaptive Web Browsing on Mobile Heterogeneous Multi-cores	3
SSE: Security Service Engines to Accelerate Enclave Performance in Secure Multicore Processors	3
Guard Cache: Creating Noisy Side-Channels	3
A Quantum Computer Trusted Execution Environment	3
SEMS: Scalable Embedding Memory System for Accelerating Embedding-Based DNNs	3
Camulator: A Lightweight and Extensible Trace-Driven Cache Simulator for Embedded Multicore SoCs	3
FPGA-Accelerated Data Preprocessing for Personalized Recommendation Systems	3
Fast Inter-Enclave Communication Encryption	3
Driving the Core Frontend With LiteBTB	3

T-CAT: Dynamic Cache Allocation for Tiered Memory Systems With Memory Interleaving	3
LeakDiT: Diffusion Transformers for Trace-Augmented Side-Channel Analysis	3
Understanding the Performance Behaviors of End-to-End Protein Design Pipelines on GPUs	3
Accelerators & Security: The Socket Approach	3
ZoneBuffer: An Efficient Buffer Management Scheme for ZNS SSDs	3