In conjunction with Federated Intelligent Computing and Chip Conference

Bench 2023

Evolving from nine BPOE/SDBA workshops in conjunction with ASPLOS, VLDB, and ICS, Bench is an international multidisciplinary conference on benchmarks, standards, datasets, evaluation, and optimization. Bench 2023 marks its fifteenth edition. The conference covers a wide range of topics including benchmarks, datasets, metrics, indexes, measurement, evaluation, optimization, supporting methods and tools, and industry best practices in computer science, AI, medicine, finance, education, management, and more. With its multidisciplinary and interdisciplinary focus, Bench provides an ideal platform for developers and researchers from diverse areas and communities to exchange ideas and discuss both practical and theoretical work.

Bench 2023 welcomes original manuscripts addressing the aforementioned areas and topics. Accepted papers will be presented at the conference and published by Springer LNCS (indexed by EI). Additionally, authors of TBench articles published in the past year are requested to present their work at Bench 2023.

Regularly, the Bench conference will present the BenchCouncil Achievement Award ($3000), the BenchCouncil Rising Star Award ($1000), the BenchCouncil Best Paper Award ($1000), and the BenchCouncil Distinguished Doctoral Dissertation Awards in Computer Architecture ($1000) and in other areas ($1000). This year, the BenchCouncil Distinguished Doctoral Dissertation Award includes two tracks: computer architecture and other areas. Among the submissions of each track, four candidates will be selected as finalists. They will be invited to give a 30-minute presentation at the Bench 2023 Conference and contribute research articles to BenchCouncil Transactions on Benchmarks, Standards and Evaluation (TBench). Finally, for each track, one among the four will receive the award for each track, which carries a $1,000 honorarium.

Thanks to the generous support from BenchCouncil, Bench 2023 will offer travel grants to students to help cover their travel expenses. The size and number of grants will depend on funding availability, the number of student applicants, and their priorities. Grant awards will be announced before the early registration deadline, and expenses will be reimbursed after the conference. Grant recipients will be required to submit original receipts to verify their expenses and provide a 1-page summary of their involvement during the conference. While all students in need of a travel grant are encouraged to apply, priority will be given to those who would otherwise be unable to attend. We particularly encourage applications from students belonging to under-represented groups.

Important Dates

  • Paper Submission Due (full and short papers): Aug 21, 2023, at 11:59 PM AoE (extended deadline)
  • Notification: September 30, 2023, at 11:59 PM AoE
  • Final Papers Due: October 31, 2023, at 11:59 PM AoE
  • Conference Date: December 3-6, 2023

Bench 2023 Awards

Every year BenchCouncil presents the following awards at the Bench Conference.
  • BenchCouncil Achievement Award ($3,000)
    This award recognizes a senior member who has made long-term contributions to benchmarking, measuring, and optimizing. The winner is eligible for the status of a BenchCouncil Fellow.
  • BenchCouncil Rising Star Award ($1,000)
    This award recognizes a junior member who demonstrates outstanding potential for research and practice in benchmarking, measuring, and optimizing.
  • BenchCouncil Best Paper Award ($1,000)
    This award recognizes a paper presented at the Bench conferences, which demonstrates potential impact on research and practice in benchmarking, measuring, and optimizing.
  • BenchCouncil Distinguished Doctoral Dissertation Award ($2000)
    This award recognizes and encourages superior research and writing by doctoral candidates in the broad field of benchmarks, data, standards, evaluations, and optimizations community. This year, the award includes two tracks, including the BenchCouncil Distinguished Doctoral Dissertation Award in Computer Architecture ($1000) and BenchCouncil Distinguished Doctoral Dissertation Award in other areas ($1000).

Program

Time Event
Saturday, Dec. 2  Registration
14:00-22:00 Check-in Location: Mangrove Tree Resort World Sanya Bay King Palm Tower
Day 1, Sunday, Dec. 3 Plenary Session: Morning
Hall D, 3rd Floor, International Convention Center
8:00-8:10 Opening Remarks, Vice President of Chinese Academy of Sciences
8:10-8:20 Opening Remarks, Local Government Official
8:20-8:25 Introduction to BenchCouncil Achievement Award (Video)
8:25-8:30 Award Ceremony: 2023 BenchCouncil Achievement Award
(Award and Keynote Chair: Prof. Jianfeng Zhan, Prof. D.K. Panda)
8:30-9:10 Keynote 1 -  Essentially, All Models Are Wrong, but Some Are Useful
Prof. Lieven Eeckhout, Ghent University
9:10-9:15 Introduction to BenchCouncil Rising Star Award (Video)
Award Ceremony: 2023 BenchCouncil Rising Star Award
(Award Session Chair: Prof. Jianfeng Zhan)
9:15-9:20 Opening Remarks of OpenCS 2023, Prof. Guangnan Ni and Prof. D.K. Panda
9:20-9:25 Open100 (1960s-2021, RFC):  A Centennial Edition of Top 100 Open Source Achievements  (Video)
(Award Session Chair: Dr. Lei Wang)
9:25-9:30 Award Ceremony: Bruce Perens - Open100 (1960s-2021, RFC)
(Award and Keynote Chair: Dr. Lei Wang)
9:30-10:10 Keynote 2 -  Open Source: The Past,  Present, and Future
Bruce Perens, Co-founder of the Open Source Initiative
10:10-10:15 Opening Remarks of Bench 2023,  Prof. Rakesh Agrawal and Prof. Aoying Zhou
10:15-10:55 Keynote 3 - Designing High-Performance and Scalable Middleware and Benchmarks for HPC, AI, and Data Sciences
Prof. D. K. Panda, The Ohio State University (Keynote Chair: Prof. Weining Qiang)
10:55-11:00 Bench100 (1896-2021, RFC):  A Centennial Edition of Top 100 Benchmarks & Evaluation Achievements  (Video)
(Award Session Chair: Dr. Chunjie Luo)
11:00-11:05 Opening Remarks of IC 2023, Prof. Tao Tang and Prof. Weiping Li
11:05-11:10 AI100 (1943-2021, RFC):  A Centennial Edition of Top 100 AI Achievements  (Video)
(Award Session Chair: Dr. Wanling Gao)
11:10-11:15 Award Ceremony: Xiangshan - Open100 (1960s-2021, RFC)
Contributors: Prof. Yungang Bao, Dr. Dan Tang. (Award and Keynote Chair: Prof. Lieven Eeckhout)
11:15:-11:55 Keynote 4 - New trend of processor: open source chips
Prof. Yungang Bao, Institute of Computing Technology, Chinese Academy of Sciences 
11:55-12:00 Opening Remarks of Chips 2023, Prof. Depei Qian
12:00-12:05 Chip100 (1943-2021, RFC):  A Centennial Edition of Top 100 Chips Achievements  (Video)
(Award Session Chair: Dr. Guoxin Kang)
12:05-12:10 Award Ceremony: Steve Furber - Chip100 (1940s-2021, RFC)
(Award and Keynote Chair: Dr. Guoxin Kang)
12:10-12:20 Keynote 5 - Neuromorphic Computing
Prof. Steve Furber, University of Manchester
Day 1, Sunday, Dec. 3 Plenary Session: Afternoon
Hall D, 3rd Floor, International Convention Center
14:00-14:40 Keynote 6 - Creating Intelligent Cyberinfrastructure for Democratizing AI: Overview of the Activities at the NSF-AI Institute ICICLE
Prof. D. K. Panda, The Ohio State University (Keynote Chair: Prof. Yanwu Yang)
14:40-14:45 Award Ceremony: LSTM - AI100 (1943-2021, RFC)
Contributors: Prof. Jürgen Schmidhuber (Award and Keynote Chair: Prof. Weiping Li)
14:45-15:15 Keynote 7 - Correcting the first draft of the "Top 100 Al Achievements" by lOBC
Prof. Jürgen Schmidhuber, Father of LSTM, Fellow of the European Academy of Sciences, Co-founder of NNAISENSE
15:15-15:20 Chip100 (2022-2023): An Annual Edition of Top 100 chips achievements
15:20-15:25 Award Ceremony: OpenBLAS - Open100 (1960s-2021, RFC)
Contributors: Prof. Yunquan Zhang, Dr. Xianyi Zhang (Award and Keynote Chair: Bruce Perens)
15:25-15:55 Keynote 8 - OpenBLAS: an optimized BLAS library based on GotoBLAS
Dr. Xianyi Zhang, Founder of PerfXLab
15:55-16:00 Open100 (2022-2023): An Annual Edition of Top 100 open source achievements (Video)
16:00-16:05 Award Ceremony: Hetu - Annual Achievement Selection
Contributors: Prof. Bin Cui, et al. (Award and Keynote Chair: Dr. Biwei Xie)
16:05-16:35 Keynote 9 - Hetu: Efficient and Scalable Distributed Deep Learning Systems
Dr. Fangcheng Fu, Peking University
16:35-16:40 AI100 (2022-2023): An Annual Edition of Top 100 AI achievements (Video)
16:40-16:45 Award Ceremony: Computational Storage Device - Annual Achievement Selection
Contributors: Prof. Yaodong Cheng, et al. (Award and Keynote Chair: Prof. Ke Zhang)
16:45-17:15 Keynote 10 - Computational Storage Device for Scientific Big Data
Prof. Yaodong Cheng, Institute of High Energy Physics, Chinese Academy of Sciences
17:15-17:20 Bench100 (2022-2023): An Annual Edition of Top 100 benchmarks & evaluation achievements (Video)
17:20-17:25 Award Ceremony: TDengine - Open100 (1960s-2021, RFC)
Contributors: Jianhui Tao, et al. (Award and Keynote Chair: Dr. Sa Wang)
17:25-17:55 Keynote 11 - Open Source and Cloud Services: A Dual Engine for Innovating Industrial Software
Jianhui Tao, Founder of TAOS Data
17:55-18:00 Award Ceremony: FastStream - Open100 (2022-2023)
Contributors: Hajdi Cenan, Davor Runje. (Award and Keynote Chair: Prof. Zhifei Zhang)
18:00-18:30 Keynote 12 - FastStream: a powerful and easy-to-use Python framework for building asynchronous services interacting with event streams
Hajdi Cenan, Davor Runje (Airt.ai)
19:00-21:00 Banquet
Day 2, Monday, Dec. 4: Morning
Bench 2023 Session 1: Paper Session
Multi-Purpose Hall 4, 1M Floor, International Convention Center
9:00- 9:20 Zhenying Li ICT, CAS ICBench: Benchmarking Knowledge Mastery in Introductory Computer Science Education
9:20- 9:40 Xiuyu Jiang Sun Yat-sen University MolBench: A Benchmark of AI Models for Molecular Property Prediction
9:40-10:00 Along Mao Computer Network Information Center(CNIC), Chinese Academy of Sciences  MMDBench: A Benchmark for Hybrid Query in Multimodal Database
10:00-10:20 Fei Tang UCAS AGIBench: A Multi-granularity, Multimodal, Human-referenced, Auto-scoring Benchmark for Large Language Models
10:20-10:40 Rohit P. Singh University of Cincinnati Generating High Dimensional Test Data for Topological Data Analysis
10:40-11:00 Yatao Li Microsoft Research Does AI for science need another ImageNet Or totally different benchmarks? A case study of machine learning force fields
11:00-11:20 Fan Zhang ICT, CAS Cross-layer profiling of IoTBench
11:20-11:40 Dhabaleswar K. Panda The Ohio State University Benchmarking Modern Databases for Storing and Profiling Very Large Scale HPC Communication Data
11:40-12:00 Yikang Yang UCAS A Linear Combination-based Method to Construct Proxy Benchmarks for Big Data Workloads
12:00-12:20 Jingwei Sun University of Science and Technology of China Performance characterization and optimization of pruning patterns for sparse DNN inference
Workshop: Talents Education and Development for Open-source Computer Systems and Chips
Multi-Purpose Hall 2, 1M Floor, International Convention Center
9:00- 9:20 Ke Zhang University of Chinese Academy of Sciences Talents Education and Development for Open-source Computer Systems and Processor Chips within the two organizations - CSP and RVEI
9:20- 9:40 Weitao Zhang Xidian University Exploration of Teaching Reform on the Integration of Microcomputer Principles and Digital Circuits under Open ISA
9:40-10:00 Zihao Yu Beijing Institute of Open Source Chip Sharing experience in developing computer system capabilities in the "One Student One Chip" program
10:00-10:20 Yanguang Wang Open Atom Foundation The exploration of Open Atom Foundation in open source systems talent education
10:20-10:40 Tea Break
10:40-11:00 Xiaoya Xia East China Normal University Methods for evaluating developer contributions and incentive mechanisms
11:00-12:00 Open Discussion: Objectives, classification, model and evaluation for open-source chip talents education and development
Day 2, Monday, Dec. 4: Afternoon
Bench 2023 Session 2: Paper Session
Multi-Purpose Hall 4, 1M Floor, International Convention Center
14:00-14:20 Zechun Zhou University of Science and Technology of China Automated HPC Workload Generation Combining Statistic Modeling and Autoregressive Analysis
14:20-14:40 Wanling Gao ICT, CAS Edge AIBench 2.0: A scalable autonomous vehicle benchmark for IoT–Edge–Cloud systems
14:40-15:00 Jiahui Xu ICT, CAS StreamAD: A cloud platform metrics-oriented benchmark for unsupervised online anomaly detection
Bench100 and CFA Session 1: Benchmark and Dataset
Multi-Purpose Hall 4, 1M Floor, International Convention Center
15:00-15:20 Zhiyuan Yan ICT, AIR FAIR1M datasets
15:20-15:40 Weineng Chen South China University of Technology Specification for Reliability evaluation of swarm intelligent optimization algorithms
15:40-16:00 Tea Break
16:00-16:20 Xiaofei Yan The Institute of High Energy Physics of the Chinese Academy of Sciences Juno workloads
16:20-16:40 Xiangnan Zhao National Institute of Metrology of China Storage capacity & performance benchmark
16:40-17:00 Huihui Fang Sun Yat-sen University,South China University of Technology iChallenge datasets
17:00-17:20 Tongyu Liu East China Normal University Hperf: Efficient Cross-platform Multiplexing of Hardware Performance Counters via Adaptive Grouping
17:20-17:40 Yuwei Gao Computer Network Information Center, Chinese Academy of Sciences Governance and Sharing of high-quality scientific data in basic fields in China
Day 3, Tuesday, Dec. 5:Morning
Bench100 and CFA Session 2: Benchmark and Dataset
Multi-Purpose Hall 5, 1M Floor, International Convention Center
9:00- 9:20 Niklas Muennighoff Hugging Face MTEB: Massive Text Embedding Benchmark
9:20- 9:40 Zirui Hu, Siyang Weng East China Normal University Lauca: Generating Application-Oriented Synthetic Workloads
9:40-10:00 Yucong Duan Hainan University Evaluating Large Language Models
10:00-10:20 Yue Zhou Shanghai Jiao Tong University MMRotate: A Rotated Object Detection Benchmark using PyTorch
10:20-10:40 Baojin Huang Wuhan University Masked face recognition dataset and application
10:40-11:00 Chenxi Wang UCAS DPUBench: An application-driven scalable benchmark suite for comprehensive DPU evaluation
11:00-11:20 Jindong Wang,Kaijie Zhu Microsoft PromptBench: Towards Evaluating the Robustness of Large Language Models on Adversarial Prompts
11:20-11:40 Fenglin Bi East China Normal University OpenPerf: Infrastructure and application test and analysis framework
11:40-12:00 Guoxin Kang ICT, CAS OLxPBench: Real-time, Semantically Consistent, and Domain-specific are Essential in Benchmarking, Designing, and Implementing HTAP Systems
Day 3, Tuesday, Dec. 5: Afternoon
Bench 2023 Session 3: Paper Session
Multi-Purpose Hall 2, 1M Floor, International Convention Center
14:00-14:20 Lichen Jia ICT, CAS ERMDS: A obfuscation dataset for evaluating robustness of learning-based malware detection system
14:20-14:40 Wenjing Liu
Xiaoshuang Liang
Guangxi Normal University Algorithmic fairness in social context
14:40-15:00 Hainan Ye UCAS MetaverseBench: Instantiating and benchmarking metaverse challenges
15:00-15:20 Chunjie Luo ICT, CAS HPC AI500 V3.0: A scalable HPC AI benchmarking framework
15:20-15:40 Tea Break
15:40-16:00 Fei Tang UCAS SNNBench: End-to-end AI-oriented spiking neural network benchmarking
16:00-16:20 Simin Chen Zhongguancun National Laboratory IoTBench: A data centrical and configurable IoT benchmark suite
16:20-16:40 Yuyang Li
Ning Li
East China Normal University Hmem: A Holistic Memory Performance Metric for Cloud Computing
16:40-17:00 Zhengxin Yang ICT, CAS Quality at the Tail of Machine Learning Inference
17:00-17:20 Sang Wook Stephen Do Futurewei Technologies Enabling Reduced Simpoint Size Through LiveCache and Detail Warmu
17:20-17:40 Mohd. Shoaib e₹—The digital currency in India: Challenges and prospects
Workshop: Information Superbahn
Multi-Purpose Hall 4, 1M Floor, International Convention Center
14:20-14:40 Xiao Shi Institute of Computing Technology, Chinese Academy of Sciences Serverless Computing for Computility Grid
14:40-15:00 Sa Wang Institute of Computing Technology, Chinese Academy of Sciences Efficient Resource Management System for Data Centers
15:00-15:20 Lei Wang Institute of Computing Technology, Chinese Academy of Sciences Computility Measurement
15:20-15:40 Tea Break
15:40-16:00 Yifan Wang Institute of Computing Technology, Chinese Academy of Sciences Preliminary Design and Application of Cross-Domain Distributed Experimental Platform
16:00-16:20 Xiaohui Peng Institute of Computing Technology, Chinese Academy of Sciences Practical Design of Edge-Cloud Collaborative Computing Architecture
Day 4, Wednesday, Dec. 6
Technical Achievements Evaluation Roundtable Forum
Multi-Purpose Hall 1, 1M Floor, International Convention Center
9:00-10:00 Achievement Technology Evaluation Discussion
10:00-11:00 Issue Certificate

Registration

Your Benefits

Registration type Early bird ticket
(By December 3rd)
Full fare ticket
(After December 3rd)
General registration attendees are entitled to an additional meal ticket benefit for children under 12 years old.
International Registration(Accepted papers must use the International registration) Standard registration including paper publication US $690.00 US $760.00
Simple registration including paper publication ( No food and beverage included ) US $530.00 US $580.00
Standard registration not including paper publication US $490.00 US $550.00
Simple registration not including paper publication ( No food and beverage included ) US $320.00 US $360.00
Student registration including paper publication US $420.00 US $480.00
Simple student registration including paper publication (No food and beverage included) US $260.00 US $280.00
Standard student registration not including paper publication US $280.00 US $320.00
Simple student registration not including paper publication ( No food and beverage included ) US $200.00 US $230.00
Group Registration Registration method:
Please transfer to the following account and send attendees' information (first name, last name, email address, institution) to benchcouncil@bafst.com. Once receiving the registration fees, the registration team will check the information and help finish the group registration.
Account Name: HONG KONG AI AND CHIP BENCHMARK RESEARCH LIMITED
Account Number: 801-670811-838
Account Address: 6/F Manulife Place, 348 Kwun Tong Road, Kowloon, Hong Kong.
Bank Name: The Hongkong and Shanghai Banking Corporation Limited
Bank Address: HSBC Main Building, 1 Queen's Road Central, Central, Victoria City, Hong Kong.
SWIFT Code: HSBCHKHHHKH
5 to 10 attendees, 5% discount
11 to 15 attendees, 10% discount
16 to 20 attendees, 15% discount
Registration Website: https://eur.cvent.me/LqXGG
About the refund policy:
1.If canceled by 10/31/2023, the amount refunded would be 100%.
2.If canceled by 11/15/2023, the amount refunded would be 80%.
3.Non-refundable after 11/15/2023.
4.No refund will be provided if the registrant is the only author of an accepted paper who has registered for the conference. Note that multiple papers cannot share the same registration ID.

Conference Venue - Sanya Bay Mangrove Tree Resort World

Sanya Bay Mangrove Tree Resort World is situated in the future administrative center of Sanya Bay, renowned for its Coconut Dream Corridor. Embracing the innovative planning concept of "around the river with multi-business," this resort complex in China seamlessly integrates the finest accommodations, exhibitions, business facilities, leisure activities, entertainment options, and shopping experiences, all boasting cutting-edge design. Regardless of whether guests are families, corporate travelers, conference attendees, parents with children, or honeymooners, they will discover their own personalized "world" within this exceptional destination.

Check-in Location: Hall of King Palm Tower

Address: No.155 Fenghuang Road, Tianya District, Sanya, Hainan

Hotel reservation
Accommodation fee

Coconut Tower Traditional (45 square meters, single-bed, single-breakfast):CNY ¥400.00/Day

Coconut Tower Traditional (45 square meters, double-bed, double-breakfast):CNY ¥480.00/Day

King Palm Tower Traditional (53 square meters, single-bed, single-breakfast):CNY ¥480.00/Day

King Palm Tower Traditional (53 square meters, double-bed, double-breakfast):CNY ¥530.00/Day

King Palm Tower Suites (offer double breakfast):CNY ¥950.00/Day

If you need assistance with hotel reservations or if you encounter any issues with your reservation, please contact liuyun@mail.bafst.com 

Taxi

Sanya Phoenix International Airport to Venue, distance 10 kilometers, about fee CNY ¥40.00