A Kernel-level Group-sparsity Pruning Scheme for Efficient ConvNets

Authors: Wang, Zhonghua, Wan, Jiguang

Source: 2024 3rd International Conference on Artificial Intelligence and Computer Information Technology (AICIT) Artificial Intelligence and Computer Information Technology (AICIT), 2024 3rd International Conference on. :1-5 Sep, 2024

Relation: 2024 3rd International Conference on Artificial Intelligence and Computer Information Technology (AICIT)

Hammer: Towards Efficient Hot-Cold Data Identification via Online Learning

Authors: Lu, Kai, Zhao, Siqi, Wan, Jiguang

Subject Terms: Computer Science - Machine Learning, Computer Science - Artificial Intelligence

Access URL: http://arxiv.org/abs/2411.14759

Gecko: Resource-Efficient and Accurate Queries in Real-Time Video Streams at the Edge

Authors: Wang, Liang, Qu, Xiaoyang, Wang, Jianzong, Li, Guokuan, Wan, Jiguang, Zhang, Nan, Guo, Song, Xiao, Jing

Source: IEEE INFOCOM 2024 - IEEE Conference on Computer Communications Computer Communications, IEEE INFOCOM 2024 - IEEE Conference on. :481-490 May, 2024

Relation: IEEE INFOCOM 2024 - IEEE Conference on Computer Communications

Value-Driven Mixed-Precision Quantization for Patch-Based Inference on Microcontrollers

Authors: Tao, Wei, He, Shenglin, Lu, Kai, Qu, Xiaoyang, Li, Guokuan, Wan, Jiguang, Wang, Jianzong, Xiao, Jing

Source: 2024 Design, Automation & Test in Europe Conference & Exhibition (DATE) Design, Automation & Test in Europe Conference & Exhibition (DATE), 2024. :1-6 Mar, 2024

Relation: 2024 Design, Automation & Test in Europe Conference & Exhibition (DATE)

DoW-KV: A DPU-offloaded and Write-optimized Key-Value Store on Disaggregated Persistent Memory

Authors: Zhang, Yiwen, Li, Guokuan, Wan, Jiguang, Wang, Junyue, Li, Jun, Yao, Ting, Wu, Huatao, Wang, Daohui

Source: 2023 IEEE International Conference on Cluster Computing (CLUSTER) CLUSTER Cluster Computing (CLUSTER), 2023 IEEE International Conference on. :271-283 Oct, 2023

Relation: 2023 IEEE International Conference on Cluster Computing (CLUSTER)

PRENet: A Plane-Fit Redundancy Encoding Point Cloud Sequence Network for Real-Time 3D Action Recognition

Authors: He, Shenglin, Qu, Xiaoyang, Wan, Jiguang, Li, Guokuan, Xie, Changsheng, Wang, Jianzong

Subject Terms: Computer Science - Computer Vision and Pattern Recognition

Access URL: http://arxiv.org/abs/2405.06929

Shoggoth: Towards Efficient Edge-Cloud Collaborative Real-Time Video Inference via Adaptive Online Learning

Authors: Wang, Liang, Lu, Kai, Zhang, Nan, Qu, Xiaoyang, Wang, Jianzong, Wan, Jiguang, Li, Guokuan, Xiao, Jing

Source: 2023 60th ACM/IEEE Design Automation Conference (DAC) Design Automation Conference (DAC), 2023 60th ACM/IEEE. :1-6 Jul, 2023

Relation: 2023 60th ACM/IEEE Design Automation Conference (DAC)

Detecting Out-of-Distribution Examples Via Class-Conditional Impressions Reappearing

Authors: Chen, Jinggang, Qu, Xiaoyang, Li, Junjie, Wang, Jianzong, Wan, Jiguang, Xiao, Jing

Source: ICASSP 2023 - 2023 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP) Acoustics, Speech and Signal Processing (ICASSP), ICASSP 2023 - 2023 IEEE International Conference on. :1-5 Jun, 2023

Relation: ICASSP 2023 - 2023 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP)

RepKV: A Replicated Key-Value Store to Boost Multiple Indices for Key-Value Separation

Authors: Tang, Chenlei, Wan, Jiguang, Tan, Zhihu, Li, Guokuan

Source: 2022 IEEE 40th International Conference on Computer Design (ICCD) ICCD Computer Design (ICCD), 2022 IEEE 40th International Conference on. :187-194 Oct, 2022

Relation: 2022 IEEE 40th International Conference on Computer Design (ICCD)

GAIA: Delving into Gradient-based Attribution Abnormality for Out-of-distribution Detection

Authors: Chen, Jinggang, Li, Junjie, Qu, Xiaoyang, Wang, Jianzong, Wan, Jiguang, Xiao, Jing

Subject Terms: Computer Science - Machine Learning

Access URL: http://arxiv.org/abs/2311.09620

EdgeMA: Model Adaptation System for Real-Time Video Analytics on Edge Devices

Authors: Wang, Liang, Zhang, Nan, Qu, Xiaoyang, Wang, Jianzong, Wan, Jiguang, Li, Guokuan, Hu, Kaiyu, Jiang, Guilin, Xiao, Jing

Subject Terms: Computer Science - Computer Vision and Pattern Recognition, Computer Science - Artificial Intelligence

Access URL: http://arxiv.org/abs/2308.08717

RLRP: High-Efficient Data Placement with Reinforcement Learning for Modern Distributed Storage Systems

Authors: Lu, Kai, Zhao, Nannan, Wan, Jiguang, Fei, Changhong, Zhao, Wei, Deng, Tongliang

Source: 2022 IEEE International Parallel and Distributed Processing Symposium (IPDPS) IPDPS Parallel and Distributed Processing Symposium (IPDPS), 2022 IEEE International. :595-605 May, 2022

Relation: 2022 IEEE International Parallel and Distributed Processing Symposium (IPDPS)

Building A Fast and Efficient LSM-tree Store by Integrating Local Storage with Cloud Storage

Authors: Xu, Peng, Zhao, Nannan, Wan, Jiguang, Liu, Wei, Chen, Shuning, Zhou, Yuanhui, Albahar, Hadeel, Liu, Hanyang, Tang, Liu, Xie, Changsheng

Source: 2021 IEEE International Conference on Cluster Computing (CLUSTER) CLUSTER Cluster Computing (CLUSTER), 2021 IEEE International Conference on. :125-134 Sep, 2021

Relation: 2021 IEEE International Conference on Cluster Computing (CLUSTER)

HBTree: an Efficient Index Structure Based on Hybrid DRAM-NVM

Authors: Zhou, Yuanhui, Sheng, Taotao, Wan, Jiguang

Source: 2021 IEEE 10th Non-Volatile Memory Systems and Applications Symposium (NVMSA) Non-Volatile Memory Systems and Applications Symposium (NVMSA), 2021 IEEE 10th. :1-6 Aug, 2021

Relation: 2021 IEEE 10th Non-Volatile Memory Systems and Applications Symposium (NVMSA)

SW-WAL: Leveraging Address Remapping of SSDs to Achieve Single-Write Write-Ahead Logging

Authors: Wu, Qiulin, Zhou, You, Wu, Fei, Wang, Ke, Lv, Hao, Wan, Jiguang, Xie, Changsheng

Source: 2021 Design, Automation & Test in Europe Conference & Exhibition (DATE) Design, Automation & Test in Europe Conference & Exhibition (DATE), 2021. :802-807 Feb, 2021

Relation: 2021 Design, Automation & Test in Europe Conference & Exhibition (DATE)

Disperse Access Considered Energy Inefficiency in Intel Optane DC Persistent Memory Servers

Authors: Li, Daping, Wan, Jiguang, Wang, Jun, Zhou, Jian, Lu, Kai, Xu, Peng, Wu, Fei, Xie, Changsheng

Source: 2020 IEEE 40th International Conference on Distributed Computing Systems (ICDCS) ICDCS Distributed Computing Systems (ICDCS), 2020 IEEE 40th International Conference on. :921-931 Nov, 2020

Relation: 2020 IEEE 40th International Conference on Distributed Computing Systems (ICDCS)

An Active Method to Mitigate the Long Latencies for Host-Aware Shingle Magnetic Recording Drives

Authors: Xu, Peng, Wan, Jiguang, Huang, Ping, Shu, Bihua, Tang, Chenlei, Xie, Changsheng

Source: 2019 IEEE 25th International Conference on Parallel and Distributed Systems (ICPADS) ICPADS Parallel and Distributed Systems (ICPADS), 2019 IEEE 25th International Conference on. :17-26 Dec, 2019

Relation: 2019 IEEE 25th International Conference on Parallel and Distributed Systems (ICPADS)

WAS: Wear Aware Superblock Management for Prolonging SSD Lifetime

Authors: Wang, Shunzhuo, Wu, Fei, Yang, Chengmo, Zhou, Jiaona, Xie, Changsheng, Wan, Jiguang

Source: 2019 56th ACM/IEEE Design Automation Conference (DAC) Design Automation Conference (DAC), 2019 56th ACM/IEEE. :1-6 Jun, 2019

Relation: 2019 56th ACM/IEEE Design Automation Conference (DAC)

RAFS: A RAID-Aware File System to Reduce the Parity Update Overhead for SSD RAID

Authors: Tang, Chenlei, Wan, Jiguang, Zhu, Yifeng, Liu, Zhiyuan, Xu, Peng, Wu, Fei, Xie, Changsheng

Source: 2019 Design, Automation & Test in Europe Conference & Exhibition (DATE) Design, Automation & Test in Europe Conference & Exhibition (DATE), 2019. :1373-1378 Mar, 2019

Relation: 2019 Design, Automation & Test in Europe Conference & Exhibition (DATE)

A Set-Aware Key-Value Store on Shingled Magnetic Recording Drives with Dynamic Band

Authors: Yao, Ting, Tan, Zhihu, Wan, Jiguang, Huang, Ping, Zhang, Yiwen, Xie, Changsheng, He, Xubin

Source: 2018 IEEE International Parallel and Distributed Processing Symposium (IPDPS) IPDPS Parallel and Distributed Processing Symposium, 2018 IEEE International. :306-315 May, 2018

Relation: 2018 IEEE International Parallel and Distributed Processing Symposium (IPDPS)