PICNIC: Silicon Photonic Interconnected Chiplets with Computational Network and In-memory Computing for LLM Inference Acceleration
Fuente:
arXiv
Saved in:
| Main Authors: | Chong, Yue Jiet, Wang, Yimin, Wu, Zhen, Fong, Xuanyao |
|---|---|
| Format: | Preprint |
| Published: |
2025
|
| Subjects: | |
| Online Access: | |
| Tags: |
Add Tag
No Tags, Be the first to tag this record!
|
Similar Items
PRIMAL: Processing-In-Memory Based Low-Rank Adaptation for LLM Inference Accelerator
by: Chong, Yue Jiet, et al.
Published: (2026)
by: Chong, Yue Jiet, et al.
Published: (2026)
LEAP: LLM Inference on Scalable PIM-NoC Architecture with Balanced Dataflow and Fine-Grained Parallelism
by: Wang, Yimin, et al.
Published: (2025)
by: Wang, Yimin, et al.
Published: (2025)
SHIELD: A Segmented Hierarchical Memory Architecture for Energy-Efficient LLM Inference on Edge NPUs
by: Zhang, Jintao, et al.
Published: (2026)
by: Zhang, Jintao, et al.
Published: (2026)
Link Quality Aware Pathfinding for Chiplet Interconnects
by: Yen, Aaron, et al.
Published: (2026)
by: Yen, Aaron, et al.
Published: (2026)
Designing Reconfigurable Interconnection Network of Heterogeneous Chiplets Using Kalman Filter
by: Biglari, Siamak, et al.
Published: (2024)
by: Biglari, Siamak, et al.
Published: (2024)
PlaceIT: Placement-based Inter-Chiplet Interconnect Topologies
by: Iff, Patrick, et al.
Published: (2025)
by: Iff, Patrick, et al.
Published: (2025)
Mapping Space Exploration for Multi-Chiplet Accelerators Targeting LLM Inference Serving Workloads
by: Li, Boyu, et al.
Published: (2025)
by: Li, Boyu, et al.
Published: (2025)
ChipLight: Cross-Layer Optimization of Chiplet Design with Optical Interconnects for LLM Training
by: Bai, Kangbo, et al.
Published: (2026)
by: Bai, Kangbo, et al.
Published: (2026)
FoldedHexaTorus: An Inter-Chiplet Interconnect Topology for Chiplet-based Systems using Organic and Glass Substrates
by: Iff, Patrick, et al.
Published: (2025)
by: Iff, Patrick, et al.
Published: (2025)
CHIME: Chiplet-based Heterogeneous Near-Memory Acceleration for Edge Multimodal LLM Inference
by: Chen, Yanru, et al.
Published: (2025)
by: Chen, Yanru, et al.
Published: (2025)
Chiplet-Gym: Optimizing Chiplet-based AI Accelerator Design with Reinforcement Learning
by: Mishty, Kaniz, et al.
Published: (2024)
by: Mishty, Kaniz, et al.
Published: (2024)
Sangam: Chiplet-Based DRAM-PIM Accelerator with CXL Integration for LLM Inferencing
by: Kiyawat, Khyati, et al.
Published: (2025)
by: Kiyawat, Khyati, et al.
Published: (2025)
Challenges and Opportunities to Enable Large-Scale Computing via Heterogeneous Chiplets
by: Yang, Zhuoping, et al.
Published: (2023)
by: Yang, Zhuoping, et al.
Published: (2023)
MCBP: A Memory-Compute Efficient LLM Inference Accelerator Leveraging Bit-Slice-enabled Sparsity and Repetitiveness
by: Wang, Huizheng, et al.
Published: (2025)
by: Wang, Huizheng, et al.
Published: (2025)
Cambricon-LLM: A Chiplet-Based Hybrid Architecture for On-Device Inference of 70B LLM
by: Yu, Zhongkai, et al.
Published: (2024)
by: Yu, Zhongkai, et al.
Published: (2024)
FusionCIM: Accelerating LLM Inference with Fusion-Driven Computing-in-Memory Architecture
by: Xuan, Zihao, et al.
Published: (2026)
by: Xuan, Zihao, et al.
Published: (2026)
Hemlet: A Heterogeneous Compute-in-Memory Chiplet Architecture for Vision Transformers with Group-Level Parallelism
by: Wang, Cong, et al.
Published: (2025)
by: Wang, Cong, et al.
Published: (2025)
Monad: Towards Cost-effective Specialization for Chiplet-based Spatial Accelerators
by: Hao, Xiaochen, et al.
Published: (2023)
by: Hao, Xiaochen, et al.
Published: (2023)
The Landscape of Compute-near-memory and Compute-in-memory: A Research and Commercial Overview
by: Khan, Asif Ali, et al.
Published: (2024)
by: Khan, Asif Ali, et al.
Published: (2024)
Sustainable Transformer Neural Network Acceleration with Stochastic Photonic Computing
by: Afifi, S., et al.
Published: (2026)
by: Afifi, S., et al.
Published: (2026)
Neuro-Photonix: Enabling Near-Sensor Neuro-Symbolic AI Computing on Silicon Photonics Substrate
by: Najafi, Deniz, et al.
Published: (2024)
by: Najafi, Deniz, et al.
Published: (2024)
Chiplets on Wheels: Review Paper on Holistic Chiplet Solutions for Autonomous Vehicles
by: Narashiman, Swathi, et al.
Published: (2024)
by: Narashiman, Swathi, et al.
Published: (2024)
Hierarchical Recording Architecture for Three-Dimensional Magnetic Recording
by: Jian, Yugen, et al.
Published: (2025)
by: Jian, Yugen, et al.
Published: (2025)
Chiplet Actuary: A Quantitative Cost Model and Multi-Chiplet Architecture Exploration
by: Feng, Yinxiao, et al.
Published: (2022)
by: Feng, Yinxiao, et al.
Published: (2022)
RapidChiplet: A Toolchain for Rapid Design Space Exploration of Chiplet Architectures
by: Iff, Patrick, et al.
Published: (2023)
by: Iff, Patrick, et al.
Published: (2023)
SpikeStream: Accelerating Spiking Neural Network Inference on RISC-V Clusters with Sparse Computation Extensions
by: Manoni, Simone, et al.
Published: (2025)
by: Manoni, Simone, et al.
Published: (2025)
Designing Secure Interconnects for Modern Microelectronics: From SoCs to Emerging Chiplet-Based Architectures
by: Halder, Dipal
Published: (2023)
by: Halder, Dipal
Published: (2023)
Hardware-Software Co-Design for Accelerating Transformer Inference Leveraging Compute-in-Memory
by: Kim, Dong Eun, et al.
Published: (2025)
by: Kim, Dong Eun, et al.
Published: (2025)
PhotoGAN: Generative Adversarial Neural Network Acceleration with Silicon Photonics
by: Suresh, Tharini, et al.
Published: (2025)
by: Suresh, Tharini, et al.
Published: (2025)
Multi-Objective Hardware-Mapping Co-Optimisation for Multi-DNN Workloads on Chiplet-based Accelerators
by: Das, Abhijit, et al.
Published: (2022)
by: Das, Abhijit, et al.
Published: (2022)
SpeedLLM: An FPGA Co-design of Large Language Model Inference Accelerator
by: Wang, Peipei, et al.
Published: (2025)
by: Wang, Peipei, et al.
Published: (2025)
CHICO-Agent: An LLM Agent for the Cross-layer Optimization of 2.5D and 3D Chiplet-based Systems
by: Wu, Qihang, et al.
Published: (2026)
by: Wu, Qihang, et al.
Published: (2026)
A Switch-Centric In-Network Architecture for Accelerating LLM Inference in Shared-Memory Network
by: Jiang, Aojie, et al.
Published: (2026)
by: Jiang, Aojie, et al.
Published: (2026)
Mozart: A Chiplet Ecosystem-Accelerator Codesign Framework for Composable Bespoke Application Specific Integrated Circuits
by: Jin, Haoran, et al.
Published: (2025)
by: Jin, Haoran, et al.
Published: (2025)
Accelerating Neural Networks for Large Language Models and Graph Processing with Silicon Photonics
by: Afifi, Salma, et al.
Published: (2024)
by: Afifi, Salma, et al.
Published: (2024)
Harmonia: Algorithm-Hardware Co-Design for Memory- and Compute-Efficient BFP-based LLM Inference
by: Wang, Xinyu, et al.
Published: (2026)
by: Wang, Xinyu, et al.
Published: (2026)
An Introduction to the Compute Express Link (CXL) Interconnect
by: Sharma, Debendra Das, et al.
Published: (2023)
by: Sharma, Debendra Das, et al.
Published: (2023)
Multilayer Dataflow: Orchestrate Butterfly Sparsity to Accelerate Attention Computation
by: Wu, Haibin, et al.
Published: (2024)
by: Wu, Haibin, et al.
Published: (2024)
METRO: A Software-Hardware Co-Design of Interconnections for Spatial DNN Accelerators
by: Wang, Zhao, et al.
Published: (2021)
by: Wang, Zhao, et al.
Published: (2021)
RCW-CIM: A Digital CIM-based LLM Accelerator with Read-Compute/Write
by: Guo, Yan-Cheng, et al.
Published: (2026)
by: Guo, Yan-Cheng, et al.
Published: (2026)
Similar Items
-
PRIMAL: Processing-In-Memory Based Low-Rank Adaptation for LLM Inference Accelerator
by: Chong, Yue Jiet, et al.
Published: (2026) -
LEAP: LLM Inference on Scalable PIM-NoC Architecture with Balanced Dataflow and Fine-Grained Parallelism
by: Wang, Yimin, et al.
Published: (2025) -
SHIELD: A Segmented Hierarchical Memory Architecture for Energy-Efficient LLM Inference on Edge NPUs
by: Zhang, Jintao, et al.
Published: (2026) -
Link Quality Aware Pathfinding for Chiplet Interconnects
by: Yen, Aaron, et al.
Published: (2026) -
Designing Reconfigurable Interconnection Network of Heterogeneous Chiplets Using Kalman Filter
by: Biglari, Siamak, et al.
Published: (2024)