IEEE JCC 2024 is part of the IEEE International Congress on Intelligent and Service-Oriented Systems Engineering (IEEE CISOSE 2024). This congress groups six conferences that cover the entire range of Service-Oriented System Engineering and its applications, from Artificial Intelligence and Big Data to Distributed, Cloud, and Mobile systems.
The following program for IEEE CISOSE 2024 includes the program for IEEE JCC 2024.
Keynote Session
Understanding Computability Net: A Distributed System Perspective
Bio: Hai Jin is a Chair Professor of computer science and engineering at Huazhong University of Science and Technology (HUST) in China.
Jin received his PhD in computer engineering from HUST in 1994. In 1996, he was awarded a German Academic Exchange Service fellowship to visit the Technical University of Chemnitz in Germany. Jin worked at The University of Hong Kong between 1998 and 2000, and as a visiting scholar at the University of Southern California between 1999 and 2000. He was awarded Excellent Youth Award from the National Science Foundation of China in 2001.
Jin is a Fellow of IEEE, Fellow of CCF, and a life member of the ACM. He has co-authored more than 20 books and published over 900 research papers. His research interests include computer architecture, parallel and distributed computing, big data processing, data storage, and system security.
Abs: Computability net provides opportunities to transcending state-of-the-art technologies in AI, computing and network. This talk will delve into the evolution and architectural design of computability net from the perspective of distributed systems, tracing traditional models like grid and cloud computing to modern computability networks. The discussion will then focus on the specific challenges posed by computability net, particularly in terms of managing heterogeneous compute nodes and network connections. Architectural strategies that effectively address these challenges and facilitate optimal resource allocation across multiple computing centers will be explored. Additionally, the talk will indicate the diverse applications of computability networks in areas such as AI, scientific computing, and beyond, demonstrating their wide-reaching impact and potential.
Day 1: Monday, July 15, 2024
| 09:00 – 09:30: Opening Ceremony | ①Welcome Address by Conference Chair ②Keynote Speech by Distinguished Guest |
| 09:30 – 10:00: Keynote Session | Keynote Speaker: IEEE Fellow, Prof. Hai Jin Topic: “Understanding Computability Net: A Distributed System Perspective” |
| 18:00 – 20:00: | Welcome Reception and Networking Dinner |
Day 2: Tuesday, July 16, 2024
| 8:00 – 8:50: Technical Session 1: JointCloud Migration and Resource Management | ①Chenhui Ji, Dingji Li, Zeyu Mi, Yubin Xia: “Prometheus Migrate: Efficient Live Migration of Confidential Virtual Machine with Software Abstraction” ②Jinghao Wang, Guangzu Wang, Tianyu Wo, Xu Wang, Renyu Yang: “RESCAPE: Resource Estimation System for Microservices with Graph Neural Network and Profile Engine” |
| 9:00 – 10:15: Technical Session 2: Data Management and Scheduling in AI | ①Yaojie Li, Peichang Shi, Jianfei Liu, Rui Li, Fei Gao, Penghui Ma, Dong Xie, Guodong Yi: “DCSA: The Deployment Mechanism of Chained Serverless Applications in JointCloud Environment” ②Junchen Li, Yang Zhang, Kele Xu, Tao Wang, Huaimin Wang: “Understanding the Challenges of Data Management in the AI Application Development” ③Rui Li, Huaimin Wang, Peichang Shi: “Bi-Objective Scheduling Algorithm for Hybrid Workflow in JointCloud” |
| 10:40 – 11:20: Short Papers Session 1: Fairness and IoT Applications | ①Jie Wang, Huanxi Liu, Dawei Feng, Bo Ding: “FP4-Quantization: Lossless 4bit Quantization for Large Language Models” ②Jiacheng Yang, Guodong Yi, Fei Gao, Peichang Shi, Huaimin Wang: “Fairness-Aware AI-Workloads Allocation Considering Multidimensional User Demands in JointCloud” |
| 13:30 – 15:10: Technical Session 3: Performance and Optimization in Edge and Cloud | ①Chao Wang, Suzhen Pei, Jiawei Ding, Tianyu Zhong, Binbin Wu: “IBCM: An IoT Solution for Building Collapse Monitoring in Smart Cities” ②Rasha Kadhem, Mazin S. Mohammed, Souheyl Mallat, Mounir Zrigui: “A recommendation system based on the semantic content using Arabic texts” ③Antonios Makris, Ioannis Kontopoulos, Stylianos Nektarios Xyalis, Evangelos Psomakelis, Theodoros Theodoropoulos, Andreas Varvarigos, Konstantinos Tserpes: “A Study on the Performance of Distributed Storage Systems in Edge Computing Environments” ④Chang Deng, Zheyun Shen, Dingji Li, Zeyu Mi, Yubin Xia: “The Design and Optimization of Memory Ballooning in SEV Confidential Virtual Machines” |
| 15:30 – 16:20: Technical Session 4: Cost and Computation in Cloud Services | ①Vasiliki Liagkou, Evangelia Filiopoulou, George Fragiadakis, Mara Nikolaidou, Christos Michalakelis: “The cost perspective of adopting Large Language Model-as-a-Service” ②Hoa Tran-Dang, Dong-Seong Kim: “Parallel Computation in Dynamic Fog Computing Networks: A Multi-Armed Bandit Learning-based Decentralized Matching Approach” |
| 16:30 – 16:50: Short Papers Session 2: Performance Analysis and Tools | Weiyu Peng, Jinghao Wang, Tianyu Wo, Renyu Yang: “Precision Probe: Non-intrusive Performance Analysis Tool for Deep Learning Recommendation Training Jobs” |
| 17:00 – 17:30: Closing Session and Awards | ①Summary of the conference ②Presentation of Best Paper Awards ③Closing Remarks ④Farewell Coffee |
Details
Venue: 600 Dongchuan Rd., Minhang District, Shanghai Jiao Tong University, Shanghai 200240, China.
The conference venue is situated at the Minhang campus of Shanghai Jiao Tong University in Shanghai, China. The conference rooms are situated in various locations across the campus, as illustrated in the map below. If you’d like to explore the campus further, feel free to use the following 2D (https://en.sjtu.edu.cn/assets/815/minhang-map.gif) and the 3D map (https://map.sjtu.edu.cn/).
