Program
Day 1 (5 / 27)
Invited Talk
9:10
|
10:10
Apache TVM: An End-to-End Deep Learning Compiler Framework for All Accelerators (slides)
Cody Yu, Amazon Web Services
10:10 – 10:30
Break
Technical Session 1
10:30
|
12:00
Preliminary Studies in Optimizing Deep Learning for Computer Vision: Memory Traffic Analysis Across CNN Layers (slides)
Pin-Wei Liao, Wei-Chung Hsu, Shih-Wei Liao
National Taiwan University
Smart Manufacturing Data Processing Using Kafka Cluster on Kubernetes Environment (slides)
Jia-Hao Zhang*, Jung-Chun Liu*, Chao-Tung Yang*, Endah Kristiani+
Tunghai University*
Krida Wacana Christian University+
Implementation of a Scalable Streaming Server Application for Smart Edge Computing (slides)
Zheng-Yao Wang*, Jung-Chun Liu*, Chao-Tung Yang*, Endah Kristiani+
Tunghai University*
Krida Wacana Christian University+
12:00 – 13:00
Lunch
Technical Session 2
13:00
|
15:00
Improving Performance of Key-value Caches on Multilevel Cell Non-volatile Memory (slides)
Zong-Ming Ke, Yun-Ze Li, Da-Wei Chang
National Cheng Kung University
A Cross-layered Readahead Architecture for SSD-based Caching Storage Systems (slides)
Hsung-Pin Chang, Wei-Ming Su
National Chung Hsing University
Improving the Inter-node Load Balancing for Multi-threaded Applications on NUMA Multi-Core Systems (slides)
Wei-Lun Su, Mei-Ling Chiang
Nation Chi Nan University
Making Shared Data Routable on ccNUMA Processors by Extracting "Send-Receive" Information from Spinlocks (slides)
謝曜宏*, 方鈺學+, 林翰廷*, 羅習五*, 林金耀$, 黃敬群+
國立中正大學*
國立成功大學+
香港城市大學$
15:00 – 15:20
Break
Keynote 1
15:20
|
16:50
Machine Learning Compilers: There and Back Again
Albert Cohen, Google
Day 2 (5 / 28)
Keynote 2
9:10
|
10:40
Emerging RISC-V Technologies for Data Computation from Edge to Cloud
Charlie Su and Simon Wang, Andes Technology
10:40 – 11:00
Break
Technical Session 3
11:00
|
12:00
Automatic Traffic Modeling for Autonomous Driving Simulations (slides)
Shao-Hua Wang, Chia-Heng Tu, Jyh-Chin Juangy
National Cheng Kung University
High-performance Software-based IPS based on DPDK Framework: Design and Implementation (slides)
Yen-Po Chien, Chu-Sing Yang, Yu-Sheng Lai
National Cheng Kung University
12:00 – 13:00
Lunch
Technical Session 4
13:00
|
15:00
Profile-Guided Optimization for Indirect Branches in a Binary Translator (slides)
Jyun-Siang Huang, Jyun-Kai Lai, Wuu Yang
National Yang Ming Chiao Tung University
On Subsequences of O3 Compiler Optimization Sequences (slides)
Yi-Chiao Su, Yi-Ping You
National Yang Ming Chiao Tung University
Efficient Video Captioning with Heterogeneous Computing (slides)
Horng-Ruey Huang*, Ding-Yong Hong*, Jan-Jan Wu*, Pangfeng Liu+, Wei-Chung Hsu+
Academia Sinica*
National Taiwan University+
Case Study: Devise Quantized Schedule Primitives in Halide to Support Darknet Computation (slides)
Chao-Lin Lee*, Jenq-Kuen Lee*, Ming-Yu Hung+
National Tsing Hua University
MediaTek Inc
15:00 – 15:20
Break
Technical Session 5
15:20
|
16:50
Pyramid-Based Processing of Skyline Queries in MapReduce (slides)
Hsing-Lung Chen, Chang-Lin Chiang, Tun-Hsin Kao
National Taiwan University of Science and Technology
Decomposition-Based Bottom-Up Algorithm for Frequent Itemset Mining on MapReduce (slides)
Hsing-Lung Chen, Hao-Yu Wang, Han-Sheng Chen
National Taiwan University of Science and Technology
A Heuristic Guided Monte Carlo Tree Search Approach to Workflow Scheduling (slides)
Hok-Leung Kung, Kuo-Chan Huang
National Taichung University of Education