ICA3PP 2022

The 22nd International Conference on Algorithms and Architectures for Parallel Processing (ICA3PP 2022)
Copenhagen, Denmark (Online)
10-12 October 2022

Conference Program

Denmark Local Time (CEST / GMT + 2)

10th, Oct., 2022

09:00 - 10:00
  (Keynote 1: Prof. Schahram Dustdar)
  (Weizhi Meng)
  (Zoom)
10:00 - 11:00
  (Keynote 2: Prof. Song Guo)
  (Rongxing Lu)
  (Zoom)
11:00 - 11:15
  Break
11:15 - 12:15
  Paper Session 1
(Huawei Huang, Sun Yat-Sen University)
11:15 - 11:35
Tao Wang, Haikun Liu, and Hai Jin
Efficient Remote Memory Paging for Disaggregated Memory Systems
11:35 - 11:55
Yinqiu Wang, Yuchuan Luo, Lin Liu, and Shaojing Fu
pCOVID: A privacy-preserving COVID-19 inference framework
11:55 - 12:15
Le Zhang, Yongxuan Lai, and Fan Yang
Hierarchical Reinforcement Learning-based Mobility-aware Content Caching and Delivery Policy for Vehicle Networks
12:15 - 13:30
  Lunch Break
13:30 - 14:50
  Paper Session 2
(Wei-Yang Chiu, DTU)
13:30 - 13:50
Shuaishuai Zhang, Jie Huang, Zeping Zhang, and Chunyang Qi
Compromise Privacy in Large-Batch Federated Learning via Malicious Model Parameters
13:50 - 14:10
Yushuqing Zhang, Kai Lu, Zhenwei Wu, and Wenzhe Zhang
PMemTrace: Lightweight and Efficient Memory Access Monitoring for Persistent Memory
14:10 - 14:30
Zhenquan Ding, Yonghe Guo, Hui Xu, Longchuan Yan, Lei Cui, Yuanlong Peng, Feng Cheng, and Zhiyu Hao
SeqTrace: API Call Tracing Based on Intel PT and VMI for Malware Detection
14:30 - 14:50
Xinxin Qi, and Juan Chen
CP3: Cross-platform Power/Performance Prediction Using a Hierarchical Transfer Learning Approach
14:50 - 15:00
  Break
15:00 - 16:20
  Paper Session 3
(Hualin Ren, Chongqing University)
15:00 - 15:20
Junbo Hu, Kai Liu, Feiyu Jin, Guozhi Yan, Hao Zhang, and Songtao Guo
Effective Vehicle Lane-Change Sensing using Onboard Smartphone based on Temporal Convolutional Network
15:20 - 15:40
Zhi Tao, Buqing Cao, Hongfan Ye, Guosheng Kang, Zhenlian Peng, and Yiping Wen
A Web Service Recommendation Method Based on Adaptive Gate Network and xDeepFM
15:40 - 16:00
Yanran Zhang, Sheng Hu, Qin Wang, Bo Qin, Qianhong Wu, and Wenchang Shi
PXCrypto: A Regulated Privacy-Preserving Cross-Chain Transaction Scheme
16:00 - 16:20
Burong Kang, Lei Zhang, Yafang Yang, and Xinyu Meng
Cryptographic Reverse Firewalls for Digital Signature and NIZK Proof System in Web Services
16:20 - 17:40
  Paper Session 4
(Xu Zhang, The University of Exeter)
16:20 - 16:40
Ruini Xue, Yijun Wang, Shengbo Liu, Yunxiang Li and Wenhong Tian
SPAC: Scalable Pattern Approximate Counting in Graph Mining
16:40 - 17:00
Zhengbo Chen, Feng Guo, Fang Zheng, Qi Yu, and Zuoning Chen
Haica: A High Performance Computing & Artificial Intelligence Fused Computing Architecture
17:00 - 17:20
Zhixin Ou, Juan Chen, Yuyang Sun, Tao Xu, Guodong Jiang, Zhengyuan Tan, and Xinxin Qi
AOA: Adaptive Overclocking Algorithm on CPU-GPU Heterogeneous Platforms
17:20 - 17:40
Mo Zou, Mingyu Yan, Wenming Li, Xiaochun Ye, Dongrui Fan, and Zhimin Tang
GEM: Execution-Aware Cache Management for Graph Analytics
17:40 - 18:00
Wenjuan Li, Philip Rosenberg, Mads Glisby, and Michael Han
EnergyCIDN: Enhanced Energy-aware Challenge-based Collaborative Intrusion Detection in Internet of Things

11th, Oct., 2022

09:00 - 10:00
  (Keynote 3: Prof. Ding Wang)
  (Weizhi Meng)
  (Zoom)
10:00 - 11:00
  (Keynote 4: Prof. Muttukrishnan Rajarajan)
  (Weizhi Meng)
  (Zoom)
11:00 - 11:15
  Break
11:15 - 12:15
  Paper Session 5
(Bin Cao, Hebei university of technology)
11:15 - 11:35
Yongfei Liu, Guangjun Wu, Wenyuan Zhang, and Jun Li
Federated Learning-Based Intrusion Detection on Non-IID Data
11:35 - 11:55
Zhongyu Zhou, Shanjiang Tang, Hao Fu, Wanqing Chang, Ce Yu, Chao Sun, Yusen Li, and Jian Xiao
Long-Term Fairness Scheduler for Pay-as-you-use Cache Sharing Systems
11:55 - 12:15
Long Tan, Xiaochun Ye, and Dongrui Fan
MatGraph: An Energy-Efficient and Flexible CGRA Engine for Matrix-based Graph Analytics
12:15 - 13:30
  Lunch Break
13:30 - 14:50
  Paper Session 6
(Haozhe Wang, The University of Exeter)
13:30 - 13:50
Yachun Liu, Dan Feng, Jianxi Chen, and Chao Guo
D-IOCost:Dynamic Cost-Aware Fair Queueing for Better I/O Proportionality and Performance
13:50 - 14:10
Zian Liu, Chao Chen, Ahmed Ejaz, Dongxi Liu, and Jun Zhang
Automated binary analysis: A survey
14:10 - 14:30
Wenhao Gu, Xuchao Xie, and Dezun Dong
LTNoT: Realizing the Trade-offs Between Latency and Throughput in NVMe over TCP
14:30 - 14:50
Alexandre van Kempen, Adrien Lebre and Brice Nédelec
AS-cast: Lock Down the Traffic of Decentralized Content Indexing at the Edge
14:50 - 15:00
  Break
15:00 - 16:20
  Paper Session 7
(Wei-Yang Chiu, DTU)
15:00 - 15:20
Shiyang Zhou, Jinghua Zhu, Heran Xi, and Hongjun An
Heterogeneous Graph Based Long- and Short-Term Preference Learning Model for Next POI Recommendation
15:20 - 15:40
Shuang Ding, Xiaochao Wei, Lin Xu and Hao Wang
SMTWM: Secure Multiple Types Wildcard Pattern Matching Protocol from Oblivious Transfer
15:40 - 16:00
Qingru Li, Xinru Wang, Fangwei Wang and Changguang Wang
A label flipping attack for machine learning model and its defense mechanism
16:00 - 16:20
Adam Šmelko, Martin Kruliš, Miroslav Kratochvíl, Jiří Klepl, Jiří Mayer, and Petr Šimůnek
Astute Approach to Handling Memory Layouts of Regular Data Structures
16:20 - 17:40
  Paper Session 8
(Weizhi Meng, DTU)
16:20 - 16:40
Bo Wang, Sheng Ma, Yuan Yuan, Yi Dai, Wei Jiang, Xiang Hou, Xiao Yi, and Rui Xu
SparG: A Sparse GEMM Accelerator for Deep Learning Applications
16:40 - 17:00
Kangkang Chen, Huayou Su, and Chaorun Liu
An Efficient Transformer Inference Engine on DSP
17:00 - 17:20
Ruobing Chen, Haosen Shi, Jinping Wu, Yusen Li, Xiaoguang Liu, and Gang Wang
GCNPart: Interference-Aware Resource Partitioning Framework with Graph Convolutional Neural Networks and Deep Reinforcement Learning

12th, Oct., 2022

09:00 - 10:00
  (Keynote 5: Prof. Zheng Yan)
  (Weizhi Meng)
  (Zoom)
10:00 - 10:10
  Break
10:10 - 11:10
  Paper Session 9
(Wei-Yang Chiu, DTU)
10:10 - 10:25
Wei Jiang, Bo Wang, Sheng Ma, Xiang Hou, Libo Huang, Yi Dai, and Jianbin Fang
PipeFB: An Optimized Pipeline Parallelism Scheme to Reduce the Peak Memory Usage and Maintain the Training Speed
10:25 - 10:40
Sixin Chen, Bing Tang, and Yuanyuan Liu
Operator Placement for IoT Data Streaming Applications in Edge Computing Environment
10:40 - 11:55
Chengliang Zhou, Tian Wang, Liying Li, Jin Sun and Junlong Zhou
Makespan and Security-Aware Workflow Scheduling for Cloud Service Cost Minimization Using Firefly Optimizer
10:55 - 11:10
Hongbing Tan, Libo Huang and Liquan Xiao
Efficient Multiple-Precision and Mixed-Precision Floating-Point Fused Multiply-Accumulate Unit for HPC and AI applications
11:10 - 11:20
  Break
11:20 - 12:20
  Paper Session 10
(Zi Wang, The University of Exeter)
11:20 - 11:35
Yuling Luo, Zhangrui Wang, Shunsheng Zhang, and Junxiu Liu
Efficient-secure k-means clustering guaranteeing personalized local differential privacy
11:35 - 11:50
Zhou Tianyang, Wang Qinglin, Yin Shangfei, Hao Ruochen, and Liu Jie
Optimizing Yinyang K-Means Algorithm on ARMv8 Many-core CPUs
11:50 - 12:05
Ruixiang Luo, Lijuan Weng, Junxiang Ji, Longhui Zhang and Longbiao Chen
Mining High-Value Patents Leveraging Massive Patent Data
12:05 - 12:20
Yu Lu, Ce Yu, Jian Xiao, Hao Wang, Hao Fu, Shanjiang Tang, Bo Kang, and Gang Zheng
EasyNUSC: An Efficient Heterogeneous Computing Framework for Non-uniform Sampling Two-dimensional Convolution Applications
12:20 - 13:30
  Lunch Break
13:30 - 14:50
  Paper Session 11
(Session Chair: Shaopu Wang)
13:30 - 13:46
Jian Wang, Enda Yu, Dezun Dong, and Zhengbin Pang
DNNEmu: A Lightweight Performance Emulator for Distributed DNN Training
13:46 - 14:02
Ming Jin, Yang Wang, Chengzhong Xu, and Juanjuan Zhao
Ordis: A Dynamic Order-Dispatch Algorithm for Ridehailing and Ridesharing in a Large Region
14:02 - 14:18
Xiaoying Li, Xiaojun Chen, Shaopu Wang, Yangyang Ding, and Kaiyun Li
Multi-Initial-Center Federated Learning with Data Distribution Similarity-Aware Constraint
14:18 - 14:34
Ran Zheng, Yingxin Jiang, Yibo Wang, Yongbo Su, Long Zheng, Pengcheng Yao, Xiaofei Liao, and Hai Jin
An Efficient Graph Accelerator with Distributed On-chip Memory Hierarchy
14:34 - 14:50
Yahui Cui, Xinlian Zhou, Wei Liang, and Kuan-Ching Li
Routing Protocol based on Mission-oriented Opportunistic Networks
14:50 - 15:10
  Closing Remarks
DTU
Danish Hub for Cybersecurity
NSCLab
Springer