🏗 Computer Architecture - DiToast · Scour

3D-Stacked NMP, LLM Decoding, Systolic Array Microarchitecture, Multi-Core Scheduling 🎯Randomized Algorithms

arxiv.org·5d

PG-MDP: Profile-Guided Memory Dependence Prediction for Area-Constrained Cores 🎲Probabilistic Programming

arxiv.org·2d

A Full-Stack Performance Evaluation Infrastructure for 3D-DRAM-based LLM Accelerators 🧠Memory Management

arxiv.org·2d

TRAPTI: Time-Resolved Analysis for SRAM Banking and Power Gating Optimization in Embedded Transformer Inference 🧠Memory Management

arxiv.org·3d

KV Cache Offloading for Context-Intensive Tasks 🧠Memory Management

arxiv.org·2d

FILCO: Flexible Composing Architecture with Real-Time Reconfigurability for DNN Acceleration ⚙Functional Programming

arxiv.org·2d

POS-ISP: Pipeline Optimization at the Sequence Level for Task-aware ISP ⚡Concurrency

arxiv.org·3d

Taming GPU Underutilization via Static Partitioning and Fine-grained CPU Offloading 🧠Memory Management

arxiv.org·2d

Arch: An AI-Native Hardware Description Language for Register-Transfer Clocked Hardware Design 🤝Protocol Design

arxiv.org·4d

Dual-Pool Token-Budget Routing for Cost-Efficient and Reliable LLM Serving 🔐Cryptography

arxiv.org·2d

Blink: CPU-Free LLM Inference by Delegating the Serving Stack to GPU and SmartNIC 🎲Probabilistic Programming

arxiv.org·2d

PHAROS: Pipelined Heterogeneous Accelerators for Real-time Safety-critical Systems With Deadline Compliance ⚡Concurrency

arxiv.org·4d

MIPT-SSM: Scaling Language Models with $O(1)$ Inference Cache via Phase Transitions 🎲Probabilistic Programming

arxiv.org·2d

DeepStack: Scalable and Accurate Design Space Exploration for Distributed 3D-Stacked AI Accelerators 🎯Randomized Algorithms

arxiv.org·5d

Wattlytics: A Web Platform for Co-Optimizing Performance, Energy, and TCO in HPC Clusters 🎲Probabilistic Programming

arxiv.org·2d

From LLM to Silicon: RL-Driven ASIC Architecture Exploration for On-Device AI Inference 🎲Probabilistic Programming

arxiv.org·2d

Prune-Quantize-Distill: An Ordered Pipeline for Efficient Neural Network Compression 🎯Randomized Algorithms

arxiv.org·4d

OpenPRC: A Unified Open-Source Framework for Physics-to-Task Evaluation in Physical Reservoir Computing 🎲Probabilistic Programming

arxiv.org·2d

Symbolic Polyhedral-Based Energy Analysis for Nested Loop Programs 🔍Static Analysis

arxiv.org·3d

Safe Large-Scale Robust Nonlinear MPC in Milliseconds via Reachability-Constrained System Level Synthesis on the GPU 🎲Probabilistic Programming

arxiv.org·2d

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