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IEEE Transactions on Parallel and Distributed Systems, Volume 34
Volume 34, Number 1, January 2023
- Davide Frey
, Achour Mostéfaoui
, Matthieu Perrin
, Pierre-Louis Roman
, François Taïani
:
Differentiated Consistency for Worldwide Gossips. 1-15 - Qingguo Lü
, Xiaofeng Liao
, Shaojiang Deng
, Huaqing Li
:
Asynchronous Algorithms for Decentralized Resource Allocation Over Directed Networks. 16-32 - Xu Jiang
, Haochun Liang
, Nan Guan
, Yue Tang, Lei Qiao, Wang Yi:
Scheduling Parallel Real-Time Tasks on Virtual Processors. 33-47 - Xiaocan Li
, Kun Xie
, Xin Wang
, Gaogang Xie
, Kenli Li
, Jiannong Cao
, Dafang Zhang, Jigang Wen:
Tripartite Graph Aided Tensor Completion For Sparse Network Measurement. 48-62 - Yanqing Chen
, Chen Tian
, Jiaqing Dong
, Song Feng
, Xu Zhang
, Chang Liu, Peiwen Yu
, Nai Xia, Wanchun Dou
, Guihai Chen
:
Swing: Providing Long-Range Lossless RDMA via PFC-Relay. 63-75 - Bin Yu
, Cong Tian
, Xu Lu, Nan Zhang
, Zhenhua Duan
:
A Distributed Network-Based Runtime Verification of Full Regular Temporal Properties. 76-91 - Mingyue Wang
, Yinbin Miao
, Yu Guo
, Hejiao Huang
, Cong Wang
, Xiaohua Jia
:
AESM2 Attribute-Based Encrypted Search for Multi-Owner and Multi-User Distributed Systems. 92-107 - Sabrina De Capitani di Vimercati
, Sara Foresti
, Sushil Jajodia
, Stefano Paraboschi
, Pierangela Samarati
, Roberto Sassi
:
Sentinels and Twins: Effective Integrity Assessment for Distributed Computation. 108-122 - Chen Wang
, Yanfei Guo
, Pavan Balaji, Marc Snir
:
Near-Lossless MPI Tracing and Proxy Application Autogeneration. 123-140 - Xiaoyu Hao
, Tao Fang, Junshi Chen
, Jun Gu
, Jiawang Feng, Hong An
, Chun Zhao
:
swMPAS-A: Scaling MPAS-A to 39 Million Heterogeneous Cores on the New Generation Sunway Supercomputer. 141-153 - Tengfei Li
, Jianfeng Chu, Liang Hu
:
CIA: A Collaborative Integrity Auditing Scheme for Cloud Data With Multi-Replica on Multi-Cloud Storage Providers. 154-162 - Young Sik Lee, Yong Wook Kim, Tae Hee Han
:
MRCN: Throughput-Oriented Multicast Routing for Customized Network-on-Chips. 163-179 - Changyuan Lin
, Nima Mahmoudi
, Caixiang Fan
, Hamzeh Khazaei
:
Fine-Grained Performance and Cost Modeling and Optimization for FaaS Applications. 180-194 - Kan Liu
, Wei Xue
:
A Novel Compute-Efficient Tridiagonal Solver for Many-Core Architectures. 195-206 - Nazmus Saquib
, Chandra Krintz
, Rich Wolski:
Replicated Versioned Data Structures for Wide-Area Distributed Systems. 207-224 - Hui Zhang
, Rong-Xia Hao
, Xiao-Wen Qin
, Cheng-Kuan Lin, Sun-Yuan Hsieh
:
The High Faulty Tolerant Capability of the Alternating Group Graphs. 225-233 - Hailiang Zhao
, Shuiguang Deng
, Feiyi Chen, Jianwei Yin, Schahram Dustdar
, Albert Y. Zomaya
:
Learning to Schedule Multi-Server Jobs With Fluctuated Processing Speeds. 234-245 - Wei Sun
, Ang Li
, Tong Geng
, Sander Stuijk
, Henk Corporaal
:
Dissecting Tensor Cores via Microbenchmarks: Latency, Throughput and Numeric Behaviors. 246-261 - Yudi Qiu
, Jie Jiao, Xiaoyang Zeng, Yibo Fan
:
Tag-Sharer-Fusion Directory: A Scalable Coherence Directory With Flexible Entry Formats. 262-274 - Preyesh Dalmia
, Rohan Mahapatra, Jeremy Intan, Dan Negrut
, Matthew D. Sinclair
:
Improving the Scalability of GPU Synchronization Primitives. 275-290 - Eleonora D'Arnese
, Davide Conficconi
, Emanuele Del Sozzo
, Luigi Fusco, Donatella Sciuto
, Marco Domenico Santambrogio
:
Faber: A Hardware/SoftWare Toolchain for Image Registration. 291-303 - Jiarui Fang
, Zilin Zhu, Shenggui Li, Hui Su, Yang Yu, Jie Zhou, Yang You:
Parallel Training of Pre-Trained Models via Chunk-Based Dynamic Memory Management. 304-315 - Pallav Kumar Deb
, Anandarup Mukherjee
, Digvijay Singh, Sudip Misra
:
Loop-the-Loops: Fragmented Learning Over Networks for Constrained IoT Devices. 316-327 - Zichuan Xu
, Dapeng Zhao, Weifa Liang
, Omer F. Rana
, Pan Zhou
, Mingchu Li
, Wenzheng Xu
, Hao Li, Qiufen Xia
:
HierFedML: Aggregator Placement and UE Assignment for Hierarchical Federated Learning in Mobile Edge Computing. 328-345 - Shaojun Zhang
, Chen Wang
, Albert Y. Zomaya
:
Robustness Analysis and Enhancement of Deep Reinforcement Learning-Based Schedulers. 346-357 - Wanchun Jiang
, Yujia Qiu, Yucheng Chen, Fa Ji, HaiMing Xie, Xiangqian Zhou, Jialiang Chen, Jiawei Huang, Jianxin Wang
, Yan Li:
Accelerated Information Dissemination for Replica Selection in Distributed Key-Value Store Systems. 358-371 - Roberto R. Osorio
:
Floating Point Calculation of the Cube Function on FPGAs. 372-382 - Weiguang Liu
, Jinhua Cui
, Tiantian Li, Junwei Liu, Laurence T. Yang
:
A Space-Efficient Fair Cache Scheme Based on Machine Learning for NVMe SSDs. 383-399 - Yu Huang
, Tao Wang, Zihui Yin
, Eric Mercer
, Benjamin Ogles:
Improving the Efficiency of Deadlock Detection in MPI Programs Through Trace Compression. 400-415 - Sunil Kumar
, Krishna Kumar Mohbey
:
A Utility-Based Distributed Pattern Mining Algorithm With Reduced Shuffle Overhead. 416-428
Volume 34, Number 2, February 2023
- Manish Parashar
:
Editorial. 429-430 - Tongfeng Weng
, Xu Zhou
, Kenli Li
, Kian-Lee Tan, Keqin Li
:
Distributed Approaches to Butterfly Analysis on Large Dynamic Bipartite Graphs. 431-445 - Sheng-Hao Chiang
, Chih-Hang Wang
, De-Nian Yang
, Wanjiun Liao
, Wen-Tsuen Chen
:
Distributed Multicast Traffic Engineering for Multi-Domain Software-Defined Networks. 446-462 - Shuai Zhang
, Zite Jiang, Xingzhong Hou, Mingyu Li, Mengting Yuan
, Haihang You
:
DRONE: An Efficient Distributed Subgraph-Centric Framework for Processing Large-Scale Power-law Graphs. 463-474 - Huan Zhou
, Mingze Li
, Ning Wang
, Geyong Min
, Jie Wu
:
Accelerating Deep Learning Inference via Model Parallelism and Partial Computation Offloading. 475-488 - Xiaoli Wang
, Bharadwaj Veeravalli
, Jiaming Song, Honghu Liu:
On the Design and Evaluation of an Optimal Security-and-Time Cognizant Data Placement for Dynamic Fog Environments. 489-500 - Mingyu Liu
, Li Pan
, Shijun Liu
:
RLTiering: A Cost-Driven Auto-Tiering System for Two-Tier Cloud Storage Using Deep Reinforcement Learning. 501-518 - Tian Xia
, Gelin Fu, Chenyang Li, Zhongpei Luo, Lucheng Zhang, Ruiyang Chen, Wenzhe Zhao, Nanning Zheng, Pengju Ren
:
A Comprehensive Performance Model of Sparse Matrix-Vector Multiplication to Guide Kernel Optimization. 519-534 - Ji Liu
, Juncheng Jia
, Beichen Ma, Chendi Zhou, Jingbo Zhou, Yang Zhou
, Huaiyu Dai
, Dejing Dou:
Multi-Job Intelligent Scheduling With Cross-Device Federated Learning. 535-551 - Jianghong Wei
, Xiaofeng Chen
, Jianfeng Wang
, Xinyi Huang
, Willy Susilo
:
Securing Fine-Grained Data Sharing and Erasure in Outsourced Storage Systems. 552-566 - Hai Jin
, Dongshan Bai, Dezhong Yao
, Yutong Dai, Lin Gu
, Chen Yu
, Lichao Sun
:
Personalized Edge Intelligence via Federated Self-Knowledge Distillation. 567-580 - Christie L. Alappat
, Georg Hager
, Olaf Schenk
, Gerhard Wellein
:
Level-Based Blocking for Sparse Matrices: Sparse Matrix-Power-Vector Multiplication. 581-597 - Zhichao Lu
, Chuntao Ding
, Felix Juefei-Xu
, Vishnu Naresh Boddeti
, Shangguang Wang
, Yun Yang
:
TFormer: A Transmission-Friendly ViT Model for IoT Devices. 598-610 - Marcin Rogowski
, Samar Aseeri
, David E. Keyes
, Lisandro Dalcín
:
mpi4py.futures: MPI-Based Asynchronous Task Execution for Python. 611-622 - Ayesha Afzal
, Georg Hager
, Gerhard Wellein
:
The Role of Idle Waves, Desynchronization, and Bottleneck Evasion in the Performance of Parallel Programs. 623-638 - Zhongteng Cai
, Junyuan Liang
, Wuhui Chen
, Zicong Hong
, Hong-Ning Dai
, Jianting Zhang
, Zibin Zheng
:
Benzene: Scaling Blockchain With Cooperation-Based Sharding. 639-654 - Xiaocan Li
, Kun Xie
, Xin Wang
, Gaogang Xie
, Kenli Li
, Jiannong Cao
, Dafang Zhang, Hongbo Jiang, Jigang Wen:
Neighbor Graph Based Tensor Recovery For Accurate Internet Anomaly Detection. 655-674 - Rituparna Saha
, Sudip Misra
, Aishwariya Chakraborty
, Chandranath Chatterjee
, Pallav Kumar Deb
:
Data-Centric Client Selection for Federated Learning Over Distributed Edge Networks. 675-686 - Zhigang Wang
, Yilei Tu, Ning Wang
, Lixin Gao
, Jie Nie
, Zhiqiang Wei, Yu Gu
, Ge Yu
:
FSP: Towards Flexible Synchronous Parallel Frameworks for Distributed Machine Learning. 687-703 - Paula Olaya
, Dominic Kennedy
, Ricardo M. Llamas
, Leobardo Valera
, Rodrigo Vargas
, Jay F. Lofstead
, Michela Taufer
:
Building Trust in Earth Science Findings through Data Traceability and Results Explainability. 704-717 - Sangeet Saha
, Shounak Chakraborty
, Sukarn Agarwal
, Rahul Gangopadhyay, Magnus Själander
, Klaus D. McDonald-Maier
:
DELICIOUS: Deadline-Aware Approximate Computing in Cache-Conscious Multicore. 718-733 - Tingfang Wu
, Linqiang Pan
:
Spiking Neural P Systems With Communication on Request and Mute Rules. 734-745 - Songlin He
, Yuan Lu
, Qiang Tang
, Guiling Wang, Chase Qishi Wu
:
Blockchain-Based P2P Content Delivery With Monetary Incentivization and Fairness Guarantee. 746-765
Volume 34, Number 3, March 2023
- Hang Cao
, Liang Yuan
, He Zhang, Yunquan Zhang
, Baodong Wu, Kun Li
, Shigang Li
, Minghua Zhang, Pengqi Lu, Junmin Xiao
:
AGCM-3DLF: Accelerating Atmospheric General Circulation Model via 3-D Parallelization and Leap-Format. 766-780 - Haolin Liu
, Saiqin Long
, Zhetao Li
, Yu Fu, Yong Zuo
, Xinglin Zhang:
Revenue Maximizing Online Service Function Chain Deployment in Multi-Tier Computing Network. 781-796 - Wenjie Liu
, Xubin He
, Qing Liu
:
Exploring Memory Access Similarity to Improve Irregular Application Performance for Distributed Hybrid Memory Systems. 797-809 - Rajesh Devaraj
, Arnab Sarkar
:
Comments on "IPPTS: An Efficient Algorithm for Scientific Workflow Scheduling in Heterogeneous Computing Systems". 810-811 - Fei Xu
, Jianian Xu, Jiabin Chen, Li Chen
, Ruitao Shang, Zhi Zhou
, Fangming Liu
:
iGniter: Interference-Aware GPU Resource Provisioning for Predictable DNN Inference in the Cloud. 812-827 - Zecheng Li
, Bin Xiao
, Songtao Guo
, Yuanyuan Yang
:
Securing Deployed Smart Contracts and DeFi With Distributed TEE Cluster. 828-842 - Yiwen Zhang
, Jian Zhou
, Xinhao Min, Song Ge
, Jiguang Wan
, Ting Yao
, Daohui Wang:
PetaKV: Building Efficient Key-Value Store for File System Metadata on Persistent Memory. 843-855 - Alessandro Staffolani
, Victor-Alexandru Darvariu
, Paolo Bellavista
, Mirco Musolesi
:
RLQ: Workload Allocation With Reinforcement Learning in Distributed Queues. 856-868 - Giorgio Audrito
, Federico Terraneo
, William Fornaciari
:
FCPP+Miosix: Scaling Aggregate Programming to Embedded Systems. 869-880 - Xiaohui Duan
, Qi Shao, Junben Weng, Bertil Schmidt
, Lin Gan
, Guohui Li, Haohuan Fu
, Wei Xue
, Weiguo Liu
, Guangwen Yang:
Bio-ESMD: A Data Centric Implementation for Large-Scale Biological System Simulation on Sunway TaihuLight Supercomputer. 881-893 - Liang Yuan
, Qiang He
, Siyu Tan, Bo Li
, Jiangshan Yu
, Feifei Chen
, Yun Yang
:
CoopEdge+: Enabling Decentralized, Secure and Cooperative Multi-Access Edge Computing Based on Blockchain. 894-908 - Zhenheng Tang
, Shaohuai Shi
, Bo Li
, Xiaowen Chu
:
GossipFL: A Decentralized Federated Learning Framework With Sparsified and Adaptive Communication. 909-922 - Haoyu Jin, Donglei Wu
, Shuyu Zhang, Xiangyu Zou
, Sian Jin, Dingwen Tao
, Qing Liao
, Wen Xia
:
Design of a Quantization-Based DNN Delta Compression Framework for Model Snapshots and Federated Learning. 923-937 - Ziheng Wang
, Xiaoshe Dong
, Heng Chen
, Yan Kang
:
Efficient GPU Implementations of Post-Quantum Signature XMSS. 938-954 - YuAng Chen
, Yeh-Ching Chung
:
An Unequal Caching Strategy for Shared-Memory Graph Analytics. 955-967 - Andrea Detti
, Ludovico Funari
, Luca Petrucci:
$\mu$μBench: An Open-Source Factory of Benchmark Microservice Applications. 968-980 - Qiang-Sheng Hua
, Xiaohui Zhang
, Hai Jin
, Hong Huang
:
Revisiting Core Maintenance for Dynamic Hypergraphs. 981-994 - Patrik Omland
, Alessio Netti, Yang Peng
, Andrea Baldovin, Michael Paulitsch
, Gustavo Espinosa
, Jorge Parra
, Gereon Hinz, Alois C. Knoll
:
HPC Hardware Design Reliability Benchmarking With HDFIT. 995-1006 - Yu Zhang
, Duo Liu
, Moming Duan
, Li Li, Xianzhang Chen
, Ao Ren, Yujuan Tan, Chengliang Wang:
FedMDS: An Efficient Model Discrepancy-Aware Semi-Asynchronous Clustered Federated Learning Framework. 1007-1019 - Haiying Shen
, Haoyu Wang
, Jiechao Gao
, Rajkumar Buyya
:
An Instability-Resilient Renewable Energy Allocation System for a Cloud Datacenter. 1020-1034 - Zhonghui Mei
:
Minimizing the Average Packet Access Time of the Application Layer for Buffered Instantly Decodable Network Coding. 1035-1046 - Hui Cai
, Yuanyuan Yang
, Weibei Fan
, Fu Xiao
, Yanmin Zhu
:
Towards Correlated Data Trading for High-Dimensional Private Data. 1047-1059
Volume 34, Number 4, April 2023
- Florian Van Daalen
, Lianne Ippel, Andre Dekker
, Iñigo Bermejo
:
Privacy Preserving $n$n-Party Scalar Product Protocol. 1060-1066 - Zhiwei Wang
, Peinan Li
, Rui Hou
, Zhihao Li, Jiangfeng Cao, XiaoFeng Wang, Dan Meng:
HE-Booster: An Efficient Polynomial Arithmetic Acceleration on GPUs for Fully Homomorphic Encryption. 1067-1081 - Yu Yao
, Yukun Song, Ying Huang, Wei Ni, Duoli Zhang
:
A Memory-Constraint-Aware List Scheduling Algorithm for Memory-Constraint Heterogeneous Muti-Processor System. 1082-1099 - Sourabh Kulkarni
, Csaba Andras Moritz:
Improving Effectiveness of Simulation-Based Inference in the Massively Parallel Regime. 1100-1114 - Manish Kumar
, Anisur Rahaman Molla
:
On the Message Complexity of Fault-Tolerant Computation: Leader Election and Agreement. 1115-1127 - Stefan Bora, Brenton D. Walker
, Markus Fidler
:
The Tiny-Tasks Granularity Trade-Off: Balancing Overhead Versus Performance in Parallel Systems. 1128-1144 - Renhao Lu
, Weizhe Zhang
, Yan Wang
, Qiong Li
, Xiaoxiong Zhong
, Hongwei Yang
, Desheng Wang
:
Auction-Based Cluster Federated Learning in Mobile Edge Computing Systems. 1145-1158 - Runze Lei
, Pinghui Wang
, Junzhou Zhao, Lin Lan
, Jing Tao, Chao Deng, Junlan Feng, Xidian Wang, Xiaohong Guan:
Federated Learning Over Coupled Graphs. 1159-1172 - Xiaoxin Su
, Yipeng Zhou
, Laizhong Cui
, Jiangchuan Liu
:
On Model Transmission Strategies in Federated Learning With Lossy Communications. 1173-1185 - Nan He
, Song Yang
, Fan Li
, Stojan Trajanovski
, Liehuang Zhu
, Yu Wang
, Xiaoming Fu
:
Leveraging Deep Reinforcement Learning With Attention Mechanism for Virtual Network Function Placement and Routing. 1186-1201 - Jie Xue, Liwen Ren, Bosheng Song
, Yujie Guo, Jie Lu, Xiyu Liu, Guanzhong Gong
, Dengwang Li:
Hypergraph-Based Numerical Neural-Like P Systems for Medical Image Segmentation. 1202-1214 - Laércio Lima Pilla
:
Scheduling Algorithms for Federated Learning With Minimal Energy Consumption. 1215-1226 - Lennart Bamberg
, Arash Pourtaherian, Luc Waeijen
, Anupam Chahar, Orlando Moreira:
Synapse Compression for Event-Based Convolutional-Neural-Network Accelerators. 1227-1240 - Kristof Jannes
, Emad Heydari Beni
, Bert Lagaisse
, Wouter Joosen
:
BeauForT: Robust Byzantine Fault Tolerance for Client-Centric Mobile Web Applications. 1241-1252 - Jiankang Song, Limei Lin
, Yanze Huang
, Sun-Yuan Hsieh
:
Intermittent Fault Diagnosis of Split-Star Networks and its Applications. 1253-1264 - Weibei Fan
, Fu Xiao
, Mengjie Lv
, Lei Han, Junchang Wang
, Xin He
:
Node Essentiality Assessment and Distributed Collaborative Virtual Network Embedding in Datacenters. 1265-1280 - Shiwei Zhang
, Xiaodong Yi
, Lansong Diao, Chuan Wu
, Siyu Wang, Wei Lin:
Expediting Distributed DNN Training With Device Topology-Aware Graph Deployment. 1281-1293 - Ke Cheng
, Sheng Zhang
, Chenghong Tu, Xiaohang Shi, Zhaoheng Yin, Sanglu Lu, Yu Liang, Qing Gu
:
ProScale: Proactive Autoscaling for Microservice With Time-Varying Workload at the Edge. 1294-1312 - Deepika Saxena
, Jitendra Kumar
, Ashutosh Kumar Singh
, Stefan Schmid
:
Performance Analysis of Machine Learning Centered Workload Prediction Models for Cloud. 1313-1330 - Yeting Guo
, Fang Liu
, Tongqing Zhou
, Zhiping Cai
, Nong Xiao
:
Privacy vs. Efficiency: Achieving Both Through Adaptive Hierarchical Federated Learning. 1331-1342 - Shuo Qin
, Dechang Pi
, Zhongshi Shao
, Yue Xu
, Yang Chen
:
Reliability-Aware Multi-Objective Memetic Algorithm for Workflow Scheduling Problem in Multi-Cloud System. 1343-1361 - Yahui Li
, Han Zhang
, Jilong Wang, Zhiliang Wang
, Xia Yin, Xingang Shi
, Jianping Wu:
A General Approach to Generate Test Packets With Network Configurations. 1362-1375
Volume 34, Number 5, May 2023
- Tim Shaffer
, Thanh Son Phung, Kyle Chard
, Douglas Thain
:
Landlord: Coordinating Dynamic Software Environments to Reduce Container Sprawl. 1376-1389 - Zhaohua Wang
, Zhenyu Li
, Heng Pan
, Guangming Liu, Yunfei Chen, Qinghua Wu
, Gareth Tyson, Gang Cheng:
Large-Scale Measurements and Prediction of DC-WAN Traffic. 1390-1405 - Yu Zhou, Yanli Ren
, Mengtian Xu, Guorui Feng
:
An Improved NSGA-III Algorithm Based on Deep Q-Networks for Cloud Storage Optimization of Blockchain. 1406-1419 - Ruikun Luo
, Hai Jin
, Qiang He
, Song Wu
, Xiaoyu Xia
:
Enabling Balanced Data Deduplication in Mobile Edge Computing. 1420-1431 - Fanxin Li
, Shixiong Zhao
, Yuhao Qing, Xusheng Chen
, Xiuxian Guan
, Sen Wang, Gong Zhang
, Heming Cui
:
Fold3D: Rethinking and Parallelizing Computational and Communicational Tasks in the Training of Large DNN Models. 1432-1449 - An Zou
, Jing Li
, Christopher D. Gill
, Xuan Zhang
:
RTGPU: Real-Time GPU Scheduling of Hard Deadline Parallel Tasks With Fine-Grain Utilization. 1450-1465 - Zhiquan Lai
, Shengwei Li
, Xudong Tang, Keshi Ge
, Weijie Liu
, Yabo Duan, Linbo Qiao
, Dongsheng Li
:
Merak: An Efficient Distributed DNN Training Framework With Automated 3D Parallelism for Giant Foundation Models. 1466-1478 - Hyeonjin Kim
, William J. Song
:
LAS: Locality-Aware Scheduling for GEMM-Accelerated Convolutions in GPUs. 1479-1494 - Yang Liu
, Huanle Xu
, Wing Cheong Lau
:
Cloud Configuration Optimization for Recurring Batch-Processing Applications. 1495-1507 - Gongming Zhao
, Jiawei Liu
, Yutong Zhai, Hongli Xu
, He Huang
:
Alleviating the Impact of Abnormal Events Through Multi-Constrained VM Placement. 1508-1523 - Kim Liegeois
, Sivasankaran Rajamanickam
, Luc Berger-Vergiat
:
Performance Portable Batched Sparse Linear Solvers. 1524-1535 - Zhilin Wang
, Qin Hu
, Ruinian Li
, Minghui Xu
, Zehui Xiong
:
Incentive Mechanism Design for Joint Resource Allocation in Blockchain-Based Federated Learning. 1536-1547 - Feijie Wu
, Song Guo
, Haozhao Wang
, Haobo Zhang
, Zhihao Qu
, Jie Zhang
, Ziming Liu
:
From Deterioration to Acceleration: A Calibration Approach to Rehabilitating Step Asynchronism in Federated Optimization. 1548-1559 - Qiong Wu
, Xu Chen
, Tao Ouyang
, Zhi Zhou
, Xiaoxi Zhang
, Shusen Yang
, Junshan Zhang
:
HiFlash: Communication-Efficient Hierarchical Federated Learning With Adaptive Staleness Control and Heterogeneity-Aware Client-Edge Association. 1560-1579 - Andreas Thune
, Sven-Arne Reinemo, Tor Skeie, Xing Cai
:
Detailed Modeling of Heterogeneous and Contention-Constrained Point-to-Point MPI Communication. 1580-1593 - Muhammad Aditya Sasongko
, Milind Chabbi, Paul H. J. Kelly
, Didem Unat
:
Precise Event Sampling on AMD Versus Intel: Quantitative and Qualitative Comparison. 1594-1608 - Guillermo G. Trabes
, Gabriel A. Wainer
, Veronica Gil-Costa
:
A Parallel Algorithm to Accelerate DEVS Simulations in Shared Memory Architectures. 1609-1620 - Philippos Papaphilippou
, Kentaro Sano
, Boma Anantasatya Adhi
, Wayne Luk:
Experimental Survey of FPGA-Based Monolithic Switches and a Novel Queue Balancer. 1621-1634 - Xin Li, Junsong Zhou, Xin Wei
, Dawei Li
, Zhuzhong Qian, Jie Wu
, Xiaolin Qin, Sanglu Lu:
Topology-Aware Scheduling Framework for Microservice Applications in Cloud. 1635-1649 - Qingyang Duan, Chao Peng, Zeqin Wang, Yuedong Xu
, Shaoteng Liu, Jun Wu
, John C. S. Lui
:
Accelerating Distributed DNN Training via Transport Layer Scheduling. 1650-1666 - Shaowei Wang
, Xuandi Luo, Yuqiu Qian, Youwen Zhu
, Kongyang Chen
, Qi Chen
, Bangzhou Xin
, Wei Yang
:
Shuffle Differential Private Data Aggregation for Random Population. 1667-1681 - Danushka Menikkumbura
, Parvin Taheri, Erico Vanini, Sonia Fahmy
, Patrick Eugster
, Tom Edsall:
Congestion Control for Datacenter Networks: A Control-Theoretic Approach. 1682-1696
Volume 34, Number 6, June 2023
- Le Mai Weakley, Tim Robinson:
Guest Editorial Reproducibility Initiative at the SC Conference Series: A Preface to the Special Section. 1697-1698 - Ankit Srivastava
, Sriram P. Chockalingam, Srinivas Aluru
:
A Parallel Framework for Constraint-Based Bayesian Network Learning via Markov Blanket Discovery. 1699-1715 - Guancheng Li
, Songhui Cao
, Chuyi Zhao
, Siyuan Zhang
, Yuchen Ji
, Haotian Jing
, Zecheng Li
, Jiajun Cheng
, Yiwei Yang
, Shu Yin
:
Critique of "A Parallel Framework for Constraint-Based Bayesian Network Learning via Markov Blanket Discovery" by SCC Team From ShanghaiTech University. 1716-1719 - Jiaqi Si
, Junyi Guo, Zhewen Hao
, Wenyang He, Ruihan Li
, Yueyang Pan, Zhenxin Fu, Chun Fan:
Critique of "A Parallel Framework for Constraint-Based Bayesian Network Learning via Markov Blanket Discovery" by SCC Team From Peking University. 1720-1722 - Juncheng Cao
, Kaiyuan Rong, Mingshu Zhai, Zeyu Song, Yanyu Ren
, Yuxi Zhu
, Wentao Han
, Jidong Zhai
:
Critique of "A Parallel Framework for Constraint-Based Bayesian Network Learning via Markov Blanket Discovery" by SCC Team From Tsinghua University. 1723-1726 - Arunav Gupta
, John Ge, John Li
, Zihao Kong, Kaiwen He, Matthew Mikhailov, Bryan Chin, Xiaochen Li
, Maximilian Apodaca, Paul Rodríguez, Mahidhar Tatineni, Mary P. Thomas
, Santosh Bhatt:
Critique of: "A Parallel Framework for Constraint-Based Bayesian Network Learning via Markov Blanket Discovery" by SCC Team From UC San Diego. 1727-1730 - Se-Young Yu
, Qingyang Zeng
, Jim Chen
, Yan Chen
, Joe Mambretti
:
AIDTN: Towards a Real-Time AI Optimized DTN System With NVMeoF. 1731-1742 - Zhuan Liu
, Ruichen Han
, Yansong Zhang
, Yu Zhang
, Xi Tang
, Gang Deng
, Tao Zhong
, Roman Dementiev
, Yunfei Lu
, Mingjian Que
:
Exploring Fine-Grained In-Memory Database Performance for Modern CPUs. 1757-1772 - Zhaolong Jian
, Ye Lu
, Youyang Qiao
, Yaozheng Fang
, Xueshuo Xie
, Dayi Yang
, Zhiyuan Zhou
, Tao Li
:
TSC-VEE: A TrustZone-Based Smart Contract Virtual Execution Environment. 1773-1788 - N. Jagan Mohan
, R. Murugan
, Tripti Goel
, Parthapratim Roy:
DRFL: Federated Learning in Diabetic Retinopathy Grading Using Fundus Images. 1789-1801 - Hongbin Zhuang
, Xiao-Yan Li
, Jou-Ming Chang
, Dajin Wang
:
An Efficient Algorithm for Hamiltonian Path Embedding of $k$k-Ary $n$n-Cubes Under the Partitioned Edge Fault Model. 1802-1815 - Chuan Luo
, Sizhao Wang
, Tianrui Li
, Hongmei Chen
, Jiancheng Lv
, Zhang Yi
:
RHDOFS: A Distributed Online Algorithm Towards Scalable Streaming Feature Selection. 1830-1847 - Jin Wang
, Jia Hu
, Jed Mills
, Geyong Min
, Ming Xia
, Nektarios Georgalas
:
Federated Ensemble Model-Based Reinforcement Learning in Edge Computing. 1848-1859 - Maciej Besta
, Marc Fischer, Vasiliki Kalavri
, Michael Kapralov
, Torsten Hoefler
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Practice of Streaming Processing of Dynamic Graphs: Concepts, Models, and Systems. 1860-1876 - Zahra Najafabadi Samani
, Narges Mehran
, Dragi Kimovski
, Shajulin Benedict
, Nishant Saurabh
, Radu Prodan
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Incremental Multilayer Resource Partitioning for Application Placement in Dynamic Fog. 1877-1896 - Saeid Alirezazadeh
, Luís A. Alexandre
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Static Algorithm Allocation With Duplication in Robotic Network Cloud Systems. 1897-1908 - Jie Xu
, Qingyuan Xie
, Sen Peng
, Cong Wang
, Xiaohua Jia
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AdaptChain: Adaptive Scaling Blockchain With Transaction Deduplication. 1909-1922 - Qian Chen
, Zilong Wang
, Jiawei Chen
, Haonan Yan
, Xiaodong Lin
:
Dap-FL: Federated Learning Flourishes by Adaptive Tuning and Secure Aggregation. 1923-1941 - Wentai Wu
, Ligang He
, Weiwei Lin
, Carsten Maple
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FedProf: Selective Federated Learning Based on Distributional Representation Profiling. 1942-1953 - Shiyang Li
, Ruiqi Tang
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Liberator: A Data Reuse Framework for Out-of-Memory Graph Computing on GPUs. 1954-1967 - Wenchao Wu
, Xuanhua Shi
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TurboMGNN: Improving Concurrent GNN Training Tasks on GPU With Fine-Grained Kernel Fusion. 1968-1981 - Zining Zhang
, Yao Chen
, Bingsheng He
, Zhenjie Zhang:
NIOT: A Novel Inference Optimization of Transformers on Modern CPUs. 1982-1995 - Shruti Shivakumar
, Jiajia Li
, Ramakrishnan Kannan
, Srinivas Aluru
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Sparse Symmetric Format for Tucker Decomposition. 1743-1756 - Chi Zhang
, Yuan Meng
, Viktor K. Prasanna
:
A Framework for Mapping DRL Algorithms With Prioritized Replay Buffer Onto Heterogeneous Platforms. 1816-1829
Volume 34, Number 7, July 2023
- Lei Xu
, Honghui Shang
, Xin Chen
, Yunquan Zhang
, Lifang Wang
, Xingyu Gao
, Haifeng Song
:
Redesigning OpenKMC for Multi-Component Trillion-Atom Simulations on the New Sunway Supercomputer. 1997-2010 - Pierre Balty
, Philippe Chatelain
, Thomas Gillis
:
FLUPS - A Flexible and Performant Massively Parallel Fourier Transform Library. 2011-2024 - Andrea Fresa
, Jaya Prakash Champati
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Offloading Algorithms for Maximizing Inference Accuracy on Edge Device in an Edge Intelligence System. 2025-2039 - Wenqi Wei
, Ling Liu
, Jingya Zhou
, Ka Ho Chow
, Yanzhao Wu
:
Securing Distributed SGD Against Gradient Leakage Threats. 2040-2054 - Rui-Xiao Zhang
, Changpeng Yang
, Xiaochan Wang
, Tianchi Huang
, Chenglei Wu
, Jiangchuan Liu
, Lifeng Sun
:
Practical Cloud-Edge Scheduling for Large-Scale Crowdsourced Live Streaming. 2055-2071 - Hui Sun
, Yiru Chen
, Kewei Sha
, Shaoyuan Huang
, Xiaofei Wang
, Weisong Shi
:
A Proactive On-Demand Content Placement Strategy in Edge Intelligent Gateways. 2072-2090 - Chunyang Wang
, Yuebin Bai
, Desen Sun
:
CD-MSA: Cooperative and Deadline-Aware Scheduling for Efficient Multi-Tenancy on DNN Accelerators. 2091-2106 - Jason Kennedy
, Vishal Sharma
, Blesson Varghese
, Carlos Reaño
:
Multi-Tier GPU Virtualization for Deep Learning in Cloud-Edge Systems. 2107-2123 - Mingjun Dai
, Jialong Yuan
, Qingwen Huang
, Xiaohui Lin
, Hui Wang
:
Distributed Encoding and Updating for SAZD Coded Distributed Training. 2124-2137 - Yuchen Li, Weifa Liang
, Jing Li
, Xiuzhen Cheng
, Dongxiao Yu
, Albert Y. Zomaya
, Song Guo
:
Energy-Aware, Device-to-Device Assisted Federated Learning in Edge Computing. 2138-2154 - Guangming Cui
, Qiang He
, Xiaoyu Xia
, Feifei Chen
, Yun Yang
:
EESaver: Saving Energy Dynamically for Green Multi-Access Edge Computing. 2155-2166 - Chengyu Sun
, Huizhang Luo
, Hong Jiang
, Jeff Zhang
, Kenli Li
:
COFFEE: Cross-Layer Optimization for Fast and Efficient Executions of Sinkhorn-Knopp Algorithm on HPC Systems. 2167-2179 - Andrzej Jackowski
, Lukasz Slusarczyk
, Krzysztof Lichota
, Michal Welnicki
, Rafal Wijata
, Mateusz Kielar
, Tadeusz Kopec
, Cezary Dubnicki
, Konrad Iwanicki
:
ObjDedup: High-Throughput Object Storage Layer for Backup Systems With Block-Level Deduplication. 2180-2197 - Jed Mills
, Jia Hu
, Geyong Min
:
Faster Federated Learning With Decaying Number of Local SGD Steps. 2198-2207 - Damian Borowiec
, Gingfung Yeung
, Adrian Friday
, Richard Harper
, Peter Garraghan
:
DOPpler: Parallel Measurement Infrastructure for Auto-Tuning Deep Learning Tensor Programs. 2208-2220 - Jiazhi Jiang
, Jiangsu Du
, Dan Huang
, Zhiguang Chen
, Yutong Lu, Xiangke Liao:
Full-Stack Optimizing Transformer Inference on ARM Many-Core CPU. 2221-2235
Volume 34, Number 8, August 2023
- Tian Xie
, Sanchal Thakkar
, Ting He
, Patrick D. McDaniel
, Quinn Burke
:
Joint Caching and Routing in Cache Networks With Arbitrary Topology. 2237-2250 - Hai Zhou
, Dan Feng
:
Boosting Erasure-Coded Multi-Stripe Repair in Rack Architecture and Heterogeneous Clusters: Design and Analysis. 2251-2264 - Md. Arifuzzaman
, Brian Bockelman
, Jim Basney
, Engin Arslan
:
Falcon: Fair and Efficient Online File Transfer Optimization. 2265-2278 - Chanho Park
, Bogil Kim
, Sungmin Ryu
, William J. Song
:
NeuroSpector: Systematic Optimization of Dataflow Scheduling in DNN Accelerators. 2279-2294 - Ting Li
, Jiyan Sun, Yinlong Liu
, Xu Zhang
, Dali Zhu, Zhaorui Guo, Liru Geng:
ESMO: Joint Frame Scheduling and Model Caching for Edge Video Analytics. 2295-2310 - Hongjing Huang
, Yingtao Li
, Jie Sun
, Xueying Zhu
, Jie Zhang
, Liang Luo
, Jialin Li
, Zeke Wang
:
P4SGD: Programmable Switch Enhanced Model-Parallel Training on Generalized Linear Models on Distributed FPGAs. 2311-2324 - Chenle Yu
, Sara Royuela
, Eduardo Quiñones
:
Taskgraph: A Low Contention OpenMP Tasking Framework. 2325-2336 - Chenyi Liu
, Pingfei Wu
, Mingwei Xu
, Yuan Yang
, Nan Geng:
Scalable Deep Reinforcement Learning-Based Online Routing for Multi-Type Service Requirements. 2337-2351 - Fujun He
, Eiji Oki
:
Preventive Priority Setting Against Multiple Controller Failures in Software Defined Networks. 2352-2364 - Massimo Bernaschi
, Alessandro Celestini
, Flavio Vella
, Pasqua D'Ambra
:
A Multi-GPU Aggregation-Based AMG Preconditioner for Iterative Linear Solvers. 2365-2376 - Peng Liang
, Yu Tang
, Xiaoda Zhang, Youhui Bai, Teng Su
, Zhiquan Lai
, Linbo Qiao
, Dongsheng Li
:
A Survey on Auto-Parallelism of Large-Scale Deep Learning Training. 2377-2390 - Biao Hu
, Xincheng Yang, Mingguo Zhao
:
Energy-Minimized Scheduling of Intermittent Real-Time Tasks in a CPU-GPU Cloud Computing Platform. 2391-2402 - Zan Zong
, Li Lin
, Leilei Lin
, Lijie Wen
, Yu Sun
:
STR: Hybrid Tensor Re-Generation to Break Memory Wall for DNN Training. 2403-2418 - Haotian Wang
, Wangdong Yang
, Rong Hu
, Renqiu Ouyang
, Kenli Li
, Keqin Li
:
A Novel Parallel Algorithm for Sparse Tensor Matrix Chain Multiplication via TCU-Acceleration. 2419-2432 - Bo Li
, Lei Cui
, Zhiyu Hao
, Lun Li
, Yongji Liu
, Yongnan Li:
eHotSnap: An Efficient and Hot Distributed Snapshots System for Virtual Machine Cluster. 2433-2447 - Heng Yu
, Han Zhang
, Junxian Shen
, Yantao Geng
, Jilong Wang
, Congcong Miao
, Mingwei Xu
:
Serpens: A High Performance FaaS Platform for Network Functions. 2448-2463 - Hailu Xu
, Pinchao Liu
, Sarker Tanzir Ahmed, Dilma Da Silva
, Liting Hu
:
Adaptive Fragment-Based Parallel State Recovery for Stream Processing Systems. 2464-2478 - Xinhan Wang
, Huanlai Xing
, Fuhong Song
, Shouxi Luo
, Penglin Dai
, Bowen Zhao
:
On Jointly Optimizing Partial Offloading and SFC Mapping: A Cooperative Dual-Agent Deep Reinforcement Learning Approach. 2479-2497
Volume 34, Number 9, September 2023
- Siling Yang
, Shuibing He
, Hexiao Duan
, Weijian Chen
, Xuechen Zhang
, Tong Wu
, Yanlong Yin
:
APQ: Automated DNN Pruning and Quantization for ReRAM-Based Accelerators. 2498-2511 - Jie Cui
, Hu Sun
, Hong Zhong
, Jing Zhang
, Lu Wei
, Irina Bolodurina
, Debiao He
:
Collaborative Intrusion Detection System for SDVN: A Fairness Federated Deep Learning Approach. 2512-2528 - Peng Qu
, Hui Lin
, Meng Pang
, Xiaofei Liu
, Weimin Zheng, Youhui Zhang
:
ENLARGE: An Efficient SNN Simulation Framework on GPU Clusters. 2529-2540 - Zhao Liu
, Mengquan Li
, Mincan Li
, Lei Liao
, Kenli Li
:
An Efficient Hierarchical-Reduction Architecture for Aggregation in Route Travel Time Estimation. 2541-2552 - Zhenqian Chen
, Xinkui Zhao
, Chen Zhi
, Jianwei Yin
:
DeepBoot: Dynamic Scheduling System for Training and Inference Deep Learning Tasks in GPU Cluster. 2553-2567 - Xiaozhong Jin
, Haikun Liu
, Chencheng Ye
, Xiaofei Liao
, Hai Jin
, Yu Zhang
:
Accelerating Content-Defined Chunking for Data Deduplication Based on Speculative Jump. 2568-2579 - Bingyi Zhang
, Hanqing Zeng
, Viktor K. Prasanna
:
GraphAGILE: An FPGA-Based Overlay Accelerator for Low-Latency GNN Inference. 2580-2597 - Yanhong Wang
, Tianchan Guan
, Dimin Niu
, Qiaosha Zou
, Hongzhong Zheng
, Chuanjin Richard Shi
, Yuan Xie
:
Accelerating Distributed GNN Training by Codes. 2598-2614
Volume 34, Number 10, October 2023
- Kenta Ishiguro
, Naoki Yasuno, Pierre-Louis Aublin
, Kenji Kono
:
Revisiting VM-Agnostic KVM vCPU Scheduler for Mitigating Excessive vCPU Spinning. 2615-2628 - Zhengjie Yang
, Sen Fu
, Wei Bao
, Dong Yuan
, Albert Y. Zomaya
:
Hierarchical Federated Learning With Momentum Acceleration in Multi-Tier Networks. 2629-2641 - Mingyang Song
, Zhongyun Hua
, Yifeng Zheng
, Tao Xiang
, Xiaohua Jia
:
FCDedup: A Two-Level Deduplication System for Encrypted Data in Fog Computing. 2642-2656 - Changwu Zhang
, Hao Sun
, Shuman Li
, Yaohua Wang
, Haiyan Chen
, Hengzhu Liu
:
A Survey of Memory-Centric Energy Efficient Computer Architecture. 2657-2670 - Weiguo Zhu
, Yongqi Sun
, Rongqiang Fang
, Baomin Xu
:
A Low-Memory Community Detection Algorithm With Hybrid Sparse Structure and Structural Information for Large-Scale Networks. 2671-2683 - Nikolaos Tampouratzis
, Panagiotis Mousouliotis
, Ioannis Papaefstathiou
:
A Novel Integrated Simulation Framework for Cyber-Physical Systems Modelling. 2684-2698 - Yihua Hu
, Feng Zhang
, Yifei Xia
, Zhiming Yao
, Letian Zeng
, Haipeng Ding
, Zhewei Wei
, Xiao Zhang
, Jidong Zhai
, Xiaoyong Du, Siqi Ma
:
Enabling Efficient Random Access to Hierarchically Compressed Text Data on Diverse GPU Platforms. 2699-2717 - Xun Wang
, Ruibao Song
, Junmin Xiao
, Tong Li
, Xueqi Li
:
Accelerating k-Shape Time Series Clustering Algorithm Using GPU. 2718-2734 - Lanlan Rui
, Shiyou Chen
, Shuyun Wang
, Zhipeng Gao
, Xuesong Qiu
, Wenjing Li
, Shaoyong Guo
:
SFC Orchestration Method for Edge Cloud and Central Cloud Collaboration: QoS and Energy Consumption Joint Optimization Combined With Reputation Assessment. 2735-2748 - Geyao Cheng
, Lailong Luo
, Junxu Xia
, Deke Guo
, Yuchen Sun
:
When Deduplication Meets Migration: An Efficient and Adaptive Strategy in Distributed Storage Systems. 2749-2766 - Huaipeng Zhang
, Nhut-Minh Ho
, Dogukan Yigit Polat
, Peng Chen
, Mohamed Wahib
, Truong Thao Nguyen
, Jintao Meng
, Rick Siow Mong Goh
, Satoshi Matsuoka
, Tao Luo
, Weng-Fai Wong
:
Simeuro: A Hybrid CPU-GPU Parallel Simulator for Neuromorphic Computing Chips. 2767-2782 - Francieli Boito
, Guillaume Pallez
, Luan Teylo
, Nicolas Vidal
:
IO-Sets: Simple and Efficient Approaches for I/O Bandwidth Management. 2783-2796 - Mingzhe Li
, Wei Wang
, Jin Zhang
:
LB-Chain: Load-Balanced and Low-Latency Blockchain Sharding via Account Migration. 2797-2810 - Junxu Xia
, Geyao Cheng
, Lailong Luo
, Deke Guo
, Pin Lv
, Bowen Sun
:
The Doctrine of MEAN: Realizing Deduplication Storage at Unreliable Edge. 2811-2826 - Zhida Jiang
, Yang Xu
, Hongli Xu
, Lun Wang
, Chunming Qiao
, Liusheng Huang
:
Joint Model Pruning and Topology Construction for Accelerating Decentralized Machine Learning. 2827-2842
Volume 34, Number 11, November 2023
- Li Li
, Jiajie Shen
, Bochun Wu
, Yangfan Zhou
, Xin Wang
, Keqin Li
:
Adaptive Data Placement in Multi-Cloud Storage: A Non-Stationary Combinatorial Bandit Approach. 2843-2859 - Rongxin Han
, Dezhi Chen
, Song Guo
, Jingyu Wang
, Qi Qi
, Lu Lu
, Jianxin Liao
:
Multi-SP Network Slicing Parallel Relieving Edge Network Conflict. 2860-2875 - Kaicheng Yang
, Sheng Long
, Qilong Shi
, Yuanpeng Li
, Zirui Liu
, Yuhan Wu
, Tong Yang
, Zhengyi Jia
:
SketchINT: Empowering INT With TowerSketch for Per-Flow Per-Switch Measurement. 2876-2894 - Yulong Wu
, Weizhe Zhang
, Nan Guan
, Yehan Ma
:
TDTA: Topology-Based Real-Time DAG Task Allocation on Identical Multiprocessor Platforms. 2895-2909 - Zhijie Yang
, Lei Wang
, Wei Shi
, Yao Wang
, Junbo Tie
, Feng Wang
, Xiang Yu
, LingHui Peng
, Chao Xiao
, Xun Xiao
, Yao Yao
, Gan Zhou
, Xuhu Yu
, Rui Gong
, Xia Zhao
, Yuhua Tang
, Weixia Xu
:
Back to Homogeneous Computing: A Tightly-Coupled Neuromorphic Processor With Neuromorphic ISA. 2910-2927 - Carlos Bilbao
, Juan Carlos Saez
, Manuel Prieto-Matías
:
Divide&Content: A Fair OS-Level Resource Manager for Contention Balancing on NUMA Multicores. 2928-2945 - Rong Gu
, Zhihao Xu, Yang Che
, Xu Wang, Haipeng Dai
, Kai Zhang, Bin Fan, Haojun Hou, Li Yi, Yu Ding, Yihua Huang
, Guihai Chen
:
High-Level Data Abstraction and Elastic Data Caching for Data-Intensive AI Applications on Cloud-Native Platforms. 2946-2964 - Yilian Zhang
, Yao Liu
, Penglong Jiao
, Yiping Zhou
, Tongquan Wei
:
Automatic Multi-Parameter Performance Modeling of HPC Applications on a New Sunway Supercomputer. 2965-2977 - Yizhi Huang
, Yan Liu
, Yang Bai
, Si Chen
, Renfa Li
:
UMA-MF: A Unified Multi-CPU/GPU Asynchronous Computing Framework for SGD-Based Matrix Factorization. 2978-2993 - Yi Hu
, Hao Wang
, Liangyuan Wang
, Menglan Hu
, Kai Peng
, Bharadwaj Veeravalli
:
Joint Deployment and Request Routing for Microservice Call Graphs in Data Centers. 2994-3011
Volume 34, Number 12, December 2023
- Wanchun Jiang
, Haoyang Li
, Yulong Yan, Fa Ji
, Jiawei Huang
, Jianxin Wang
, Tong Zhang
:
Consistent Low Latency Scheduler for Distributed Key-Value Stores. 3012-3027 - Shuyu Pei
, Jigang Wen
, Kun Xie
, Gaogang Xie
, Kenli Li
:
On-Line Network Traffic Anomaly Detection Based on Tensor Sketch. 3028-3045 - Hao Liu
, Wenxin Li
, Yiren Pang
, Renjie Pei
, Yitao Hu
, Yuan Liu
, Lide Suo
, Keqiu Li:
Accelerating Data Delivery of Latency-Sensitive Applications in Container Overlay Network. 3046-3058 - Longlong Chen
, Jianfeng Zhu
, Guiqiang Peng
, Mingxu Liu, Shaojun Wei
, Leibo Liu
:
GEM: Ultra-Efficient Near-Memory Reconfigurable Acceleration for Read Mapping by Dividing and Predictive Scattering. 3059-3072 - Yihong Li
, Xiaoxi Zhang
, Tianyu Zeng
, Jingpu Duan
, Chuan Wu
, Di Wu
, Xu Chen
:
Task Placement and Resource Allocation for Edge Machine Learning: A GNN-Based Multi-Agent Reinforcement Learning Paradigm. 3073-3089 - Lei Yang
, Can Zheng
, Xiaoyuan Shen
, Guoqi Xie
:
OfpCNN: On-Demand Fine-Grained Partitioning for CNN Inference Acceleration in Heterogeneous Devices. 3090-3103 - Vasilios I. Kelefouras
, Georgios Keramidas
:
Design and Implementation of Deep Learning 2D Convolutions on Modern CPUs. 3104-3116 - Ping Gao
, Xiaohui Duan
, Bertil Schmidt
, Wubing Wan
, Jiaxu Guo
, Wusheng Zhang
, Lin Gan
, Haohuan Fu
, Wei Xue
, Weiguo Liu
, Guangwen Yang
:
Redesign and Accelerate the AIREBO Bond-Order Potential on the New Sunway Supercomputer. 3117-3132 - Bosheng Liu
, Zhuoshen Jiang
, Yalan Wu
, Jigang Wu
, Xiaoming Chen
, Peng Liu
, Qingguo Zhou
, Yinhe Han
:
Frequency-Domain Inference Acceleration for Convolutional Neural Networks Using ReRAMs. 3133-3146 - Paul Scheffler
, Florian Zaruba
, Fabian Schuiki
, Torsten Hoefler
, Luca Benini
:
Sparse Stream Semantic Registers: A Lightweight ISA Extension Accelerating General Sparse Linear Algebra. 3147-3161 - Qingyang Zhang
, Zhiming Zhang
, Jie Cui
, Hong Zhong
, Yang Li
, Chengjie Gu
, Debiao He
:
Efficient Blockchain-Based Data Integrity Auditing for Multi-Copy in Decentralized Storage. 3162-3173 - Zhipeng Cheng
, Xiaoyu Xia
, Minghui Liwang
, Xuwei Fan
, Yanglong Sun
, Xianbin Wang
, Lianfen Huang:
CHEESE: Distributed Clustering-Based Hybrid Federated Split Learning Over Edge Networks. 3174-3191 - Zhaorui Wu
, Yuhui Deng
, Yi Zhou
, Lin Cui
, Xiao Qin
:
HashCache: Accelerating Serverless Computing by Skipping Duplicated Function Execution. 3192-3206 - Yujia Zhai
, Elisabeth Giem
, Kai Zhao
, Jinyang Liu
, Jiajun Huang
, Bryan M. Wong
, Christian R. Shelton
, Zizhong Chen
:
FT-BLAS: A Fault Tolerant High Performance BLAS Implementation on x86 CPUs. 3207-3223 - Zhuoran Song
, Wanzhen Liu
, Tao Yang
, Fangxin Liu
, Naifeng Jing
, Xiaoyao Liang
:
A Point Cloud Video Recognition Acceleration Framework Based on Tempo-Spatial Information. 3224-3237 - Jialiang Ma
, Li Li
, Cheng-Zhong Xu
:
AutoRS: Environment-Dependent Real-Time Scheduling for End-to-End Autonomous Driving. 3238-3252 - Zhihua Fan
, Wenming Li
, Zhen Wang
, Tianyu Liu
, Haibin Wu
, Yanhuan Liu
, Meng Wu
, Xinxin Wu
, Xiaochun Ye
, Dongrui Fan
, Ninghui Sun
, Xuejun An
:
Accelerating Convolutional Neural Networks by Exploiting the Sparsity of Output Activation. 3253-3265 - Xiaofeng Lu
, Chao Liu
, Senhao Zhu
, Yilu Mao
, Pietro Lio
, Pan Hui
:
RLPTO: A Reinforcement Learning-Based Performance-Time Optimized Task and Resource Scheduling Mechanism for Distributed Machine Learning. 3266-3279 - Li'an Xie
, Ting Wang
, Shuyi Du
, Haibin Cai
:
CERT-DF: A Computing-Efficient and Robust Distributed Deep Forest Framework With Low Communication Overhead. 3280-3293 - Enda Yu
, Dezun Dong
, Xiangke Liao
:
Communication Optimization Algorithms for Distributed Deep Learning Systems: A Survey. 3294-3308 - Lei Yang
, Yuwei Liao
, Xin Cheng
, Mengyuan Xia
, Guoqi Xie
:
Efficient Edge Data Management Framework for IIoT via Prediction-Based Data Reduction. 3309-3322
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