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ORCID23rd PDCAT 2022: Sendai, Japan
- Hiroyuki Takizawa, Hong Shen, Toshihiro Hanawa, Jong Hyuk Park, Hui Tian, Ryusuke Egawa:
Parallel and Distributed Computing, Applications and Technologies - 23rd International Conference, PDCAT 2022, Sendai, Japan, December 7-9, 2022, Proceedings. Lecture Notes in Computer Science 13798, Springer 2023, ISBN 978-3-031-29926-1
Heterogeneous System (1)
- Yifan Jin, Mulya Agung
, Keichi Takahashi, Yoichi Shimomura, Hiroyuki Takizawa:
Towards Priority-Flexible Task Mapping for Heterogeneous Multi-core NUMA Systems. 3-15 - Kai Yang, Takayuki Aoki:
Multi-GPU Scaling of a Conservative Weakly Compressible Solver for Large-Scale Two-Phase Flow Simulation. 16-27 - Qingyang Zhang, Lei Xu, Rongliang Chen, Lin Chen, Xinhai Chen, Qinglin Wang, Jie Liu, Bo Yang:
Improving the Performance of Lattice Boltzmann Method with Pipelined Algorithm on A Heterogeneous Multi-zone Processor. 28-41
FPGA
- Omkar Bhilare, Rahul Singh, Vedant Paranjape, Sravan Chittupalli, Shraddha Suratkar, Faruk Kazi:
DEEPFAKE CLI: Accelerated Deepfake Detection Using FPGAs. 45-56 - Honoka Tani, Akira Yamawaki:
Memory Access Optimization for Former Process of Pencil Drawing Style Image Conversion in High-Level Synthesis. 57-68 - Hasitha Muthumala Waidyasooriya, Shutaro Ishihara, Masanori Hariyama:
Word2Vec FPGA Accelerator Based on Spatial and Temporal Parallelism. 69-77
HPC and AI
- Takaaki Fukai, Kento Sato, Takahiro Hirofuchi:
Analyzing I/O Performance of a Hierarchical HPC Storage System for Distributed Deep Learning. 81-93 - Fitra Rahmani Khasyah, Kadek Gemilang Santiyuda, Gabriel Kaunang, Faizal Makhrus, Muhammad Alfian Amrizal, Hiroyuki Takizawa:
An Advantage Actor-Critic Deep Reinforcement Learning Method for Power Management in HPC Systems. 94-107 - Amit Mankodi, Amit Bhatt, Bhaskar Chaudhury:
An AutoML Based Algorithm for Performance Prediction in HPC Systems. 108-119
Embedded Systems and Communication
- Zhiming Sun, Jingjing Yu, Xingchun Liu:
Edge-Gateway Intrusion Detection for Smart Home. 123-135 - Liang Dai, Hangyu Tian, Dingxuan Ju, Hongke Xu:
Energy-Delay Tradeoff in Parallel Task Allocation and Execution for Autonomous Platooning Applications. 136-146 - Kai-Siang Wang, Jerry Chou:
A Reservation-Based List Scheduling for Embedded Systems with Memory Constraints. 147-157 - Zhiru Hou, Jiaqi Yin, Huibiao Zhu, Ningning Chen:
Formalization and Verification of SIP Using CSP. 158-171
Blockchain
- Somnath Mazumdar, Thomas Dreibholz:
Towards a Blockchain and Fog-Based Proactive Data Distribution Framework for ICN. 175-186 - Jingya Xu, Lina Ge, Wei Zhou, Liang Yan, Zheng Hu:
Research on User Influence Weighted Scoring Algorithm Incorporating Incentive Mechanism. 187-198 - Hai Trieu Le, Phuc Nguyen Trong, Khiem Huynh Gia, Hong Khanh Vo, Huong Hoang Luong, Khoa Tran Dang, Hieu Le Van, Nghia Huynh Huu, Tran Huyen Nguyen, The Anh Nguyen, Loc Van Cao Phu, Duy Nguyen Truong Quoc, Bang Le Khanh, Kiet Le Tuan:
BloodMan-Chain: A Management of Blood and Its Products Transportation Based on Blockchain Approach. 199-209
Deep Learning
- Jianxuan Liu, Haotian Xue, Junfeng Wang, Shuo Hong, Hao Fu, Omar Dib:
A Systematic Comparison on Prevailing Intrusion Detection Models. 213-224 - Fengjiao Zhao, Na Li, Cheng Zhong:
Enhancing Resolution of Inferring Hi-C Data Integrating U-Net and ResNet Networks. 225-237 - Fatin Neamah Ridha Al-Sarray, Maslina Zolkepli:
Detecting Network Intrusions with Resilient Approaches Based on Convolutional Neural Networks. 238-248
Quantum Computing and Programming Language
- Kaho Aoyama, Kazuhiko Komatsu, Masahito Kumagai, Hiroaki Kobayashi:
Analysis of Precision Vectors for Ising-Based Linear Regression. 251-261 - Yusuke Shiki, Masahiro Yasugi, Tasuku Hiraishi:
Evaluating and Analyzing Irregular Tree Search in the Tascell and HOPE Parallel Programming Languages. 262-272
Best Papers
- Takeshi Fukaya:
Distributed Parallel Tall-Skinny QR Factorization: Performance Evaluation of Various Algorithms on Various Systems. 275-287 - Masayuki Sato, Yuya Omori, Ryusuke Egawa, Ken Nakamura, Daisuke Kobayashi, Hiroe Iwasaki, Kazuhiko Komatsu, Hiroaki Kobayashi:
A Partitioned Memory Architecture with Prefetching for Efficient Video Encoders. 288-300 - Yoshiya Shikama, Michihiro Koibuchi, Hideharu Amano:
A Hardware Trojan Exploiting Coherence Protocol on NoCs. 301-313 - Shinji Sumimoto, Takashi Arakawa, Yoshio Sakaguchi, Hiroya Matsuba, Hisashi Yashiro, Toshihiro Hanawa, Kengo Nakajima:
A System-Wide Communication to Couple Multiple MPI Programs for Heterogeneous Computing. 314-327
Heterogeneous System (2)
- Kazuki Ide, Keichi Takahashi, Yoichi Shimomura, Hiroyuki Takizawa:
A Task-Parallel Runtime for Heterogeneous Multi-node Vector Systems. 331-343 - Ryohei Kobayashi, Norihisa Fujita, Yoshiki Yamaguchi, Taisuke Boku, Kohji Yoshikawa, Makito Abe, Masayuki Umemura:
Accelerating Radiative Transfer Simulation on NVIDIA GPUs with OpenACC. 344-358 - Satoshi Ohshima, Akihiro Ida, Rio Yokota, Ichitaro Yamazaki:
QR Factorization of Block Low-Rank Matrices on Multi-instance GPU. 359-369
Equivalence Checking and Model Checking
- Shunpei Sugawara, Keichi Takahashi, Yoichi Shimomura, Ryusuke Egawa, Hiroyuki Takizawa:
Equivalence Checking of Code Transformation by Numerical and Symbolic Approaches. 373-386 - Junfu Luo, Jiaqi Yin, Huibiao Zhu:
MEA: A Framework for Model Checking of Mutual Exclusion Algorithms Focusing on Atomicity. 387-398
Interconnect
- Ke Cui, Michihiro Koibuchi:
A High-Radix Circulant Network Topology for Efficient Collective Communication. 401-412 - Yamin Li, Wanming Chu:
Fault Tolerance and Packet Latency of Peer Fat-Trees. 413-425 - Hirotoshi Yamada, Masao Okita, Fumihiko Ino:
Accelerating Imbalanced Many-to-Many Communication with Systematic Delay Insertion. 426-437
Optimization (1)
- Ruochen Hao, Qinglin Wang, Shangfei Yin, Tianyang Zhou, Qingyang Zhang, Songzhu Mei, Siqi Shen, Jie Liu:
Optimizing Depthwise Convolutions on ARMv8 Architecture. 441-452 - Sergej Breiter, Josef Weidendorfer, Minh Thanh Chung, Karl Fürlinger:
A Profiling-Based Approach to Cache Partitioning of Program Data. 453-463
Optimization (2)
- Siyi Hu, Makiko Ito, Takahide Yoshikawa, Yuan He, Masaaki Kondo:
Memory Bandwidth Conservation for SpMV Kernels Through Adaptive Lossy Data Compression. 467-480 - Le Li, Kenjiro Taura:
SimdFSM: An Adaptive Vectorization of Finite State Machines for Speculative Execution. 481-493
Privacy
- Xinru Deng, Yingpeng Sang, Zhaojue Li:
Broad Learning Inference Based on Fully Homomorphic Encryption. 497-508 - Hiroshi Someda, Shigeyuki Osada, Yuya Kajikawa:
Application of Probabilistic Common Set on an Open World Set for Vertical Federated Learning. 509-519
Workflow
- Wael R. Elwasif, Thomas J. Naughton, Matthew B. Baker:
Towards a Standard Process Management Infrastructure for Workflows Using Python. 523-534
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