2021 BenchCouncil International Symposium on Benchmarking, Measuring and Optimizing (Bench'21)
Nov 14-16, 2021
2021 BenchCouncil International Symposium on Benchmarking, Measuring and Optimizing (Bench'21)
Nov 14-16, 2021
| Time (EST) | Event |
|---|---|
| 08:00 - 09:30 |
Tutorial-1: Title: Automated Benchmarking of cloud-hosted DBMS with the benchANT; Presenter: Dr. Daniel Seybold and Dr. Jörg Domaschka (Ulm University) |
| 09:30-10:00 | Break |
| 10:00-11:30 |
Tutorial-2: High Frequency Performance Monitoring via Architectural Event Measurement. Presenter: Dr. Chen Liu and Chutitep Woralert (Clarkson University) |
| 11:30-12:00 | Break |
| 12:00-14:30 |
Tutorial-3: Title: Advanced MPI Programming; Presenter: Dr. Yanfei Guo (Argonne National Laboratory) |
| Time (EST) | Event | Video |
|---|---|---|
| 08:00 - 08:10 |
Opening Remark General Chairs: Resit Sendag and Arne J. Berre |
|
| Keynote Session I (Chair: Prof. Geoffrey Fox, Indiana University) | ||
| 08:10 - 08:50 |
Keynote - Award Lecture (BenchCouncil Achievement Award): Prof. Jack Dongarra, University of Tennessee |
[Slides] |
|
Session 1: Performance evaluation (Chair: Dr. Muhammad Saleem, Leipzig University) |
||
| 08:50 - 09:05 |
Best Paper Candidate: Fallout: Distributed Systems Testing as a Service G. King, S. McCarthy, P. Pattabhiraman, J. Luciani, M. Fleming (DataStax Inc) |
[Slides] [Video] |
| 09:05 - 09:20 |
Performance Optimization Opportunities in the Android Software Stack V. Gohil (Ashoka University), N. Ujjainkar (Indian Institute of Technology Gandhinagar), J. Mekie (Indian Institute of Technology Gandhinagar), M. Awasthi (Ashoka University) |
[Slides] [Video] |
| 09:20 - 09:35 | Workflow Critical Path: A Data-Oriented Critical Path Metric for Holistic HPC Workflows D. Nguyen, K. Karavanic (Portland State University) |
[Video] |
| 09:35 - 10:00 | Break | |
| Keynote Session II (Chair: Prof. Jianfeng Zhan, Chinese Academy of Sciences) | ||
| 10:00 -10:30 |
Keynote - Award Lecture I (BenchCouncil Rising Star Award): Dr. Peter Mattson, Google |
[Slides] |
| 10:30 - 11:00 |
Keynote - Award Lecture II (BenchCouncil Rising Star Award): Dr. Wanling Gao, Chinese Academy of Sciences |
[Slides] |
| 11:00 - 11:30 |
Keynote - Award Lecture III (BenchCouncil Rising Star Award): Dr. Vijay Janapa Reddi, Harvard University |
[Slides] |
| Session 2: Machine Learning I (Chair: Dr. FeiYi Wang, Oak Ridge National Laboratory) | ||
| 11:30 - 11:45 |
Best Paper Candidate: Latency-Aware Automatic CNN Channel Pruning with GPU Runtime Analysis J. Liu, J. Sun, Z. Xu, G. Sun (University of Science and Technology of China) |
[Slides] [Video] |
| 11:45 - 12:00 |
MVDI25K: A Large Scale Dataset of Microscopic Vaginal Discharge Images L. Li (Ocean University of China) , J. Liu (Qingdao University of Science and Technology), F. Yu (Qingdao University of Science and Technology), X. Wang (Qingdao University of Science and Technology), T. Xiang (Inception Institute of Artificial Intelligence) |
[Video] |
| 13:00 - 15:00 |
Tutorial-4: DataBench Toolbox for Pipeline-based selection of Big Data and AI Benchmarks; Presenters: Dr. Arne J. Berre, Dr. Todor Ivanov, Dr. Tomás Pariente Lobo.(SINTEF Digital, Norway) |
| Time (EST) | Event | Video |
|---|---|---|
| Session 3: Machine Learning II(Chair: Chunjie Luo, Chinese Academy of Sciences) | ||
| 08:00 - 08:15 |
Best Paper Candidate: Comparative Evaluation of Deep Learning Workload for Leadership-class Systems J. Yin, A. Tsaris, S. Dash, R. Miller, F. Wang, A. Shankar (Oak Ridge National Laboratory) |
[Slides] [Video] |
| 08:15 - 08:30 |
MLHarness: A Scalable Benchmarking System for MLCommons Y. Chang (University of Illinois at Urbana-Champaign) , J. Pu (University of Illinois at Urbana-Champaign), W. Hwu (NVIDIA and University of Illinois at Urbana-Champaign), J. Xiong (IBM) |
[Slides] [Video] |
| 08:30 - 08:45 |
Benchmarking feature selection methods with different prediction models on large-scale healthcare event data F. Zhang, C. Luo, C. Lan, J. Zhan (Chinese Academy of Sciences) |
[Slides] [Video] |
| Session 4: Hardware and reliability (Chair: Professor Chen Liu, Clarkson University) | ||
| 08:45 - 09:00 |
Benchmarking for Observability: The Case of Diagnosing Storage Failures D. Zhang, M. Zheng (Iowa State University) |
[Slides] [Video] |
| 09:00 - 09:15 |
A parallel sparse approximate inverse preconditioning algorithm based on MPI and CUDA Y. Wang, W. Li, J. Gao (Nanjing Normal University) |
[Slides] [Video] |
| 09:15 - 09:30 |
Revisiting the Effects of the Spectre and Meltdown Patches Using the Top Down Microarchitectural Method and Purchasing Power Parity Theory Y. Huerta, D. Lilja (University of Minnesota at Twin Cities) |
[Slides] [Video] |
| 09:30 - 10:00 | Break | |
| 10:00 - 12:00 | BenchCouncil Distinguished Doctoral Dissertation Award Session(Chair: Professor Xiaoyi Lu, The University of California, Merced) | |
| Dr. Pei Guo, Scalable Multivariate Causality Discovery From Large-scale Global Spatiotemporal Climate Data, University of Maryland, Baltimore County | [Video] | |
| Dr. Belen Bermejo, Performance And Energy Consumption Tradeoff In Server Consolidation, University of the Balearic Islands | [Video] | |
| Dr. Romain Jacob, Leveraging Synchronous Transmissions for the Design of Real-time Wireless Cyber-Physical Systems,ETH Zurich | [Video] | |
| Dr. Kai Shu, Understanding Disinformation: Learning with Weak Social Supervision, Illinois Institute of Technology | [Video] | |
| 12:00 - 12:05 |
Best Paper Award Ceremony (Chair: Prof. Tony Hey, Rutherford Appleton Laboratory STFC) Best paper Award Tony Hey Best Student Paper Award |