Richard Sinnott

Full Professor, School of Computing and Information Systems, University of Melbourne

Joined

February 2024

Names

Richard Sinnott (Preferred)

R.O. Sinnott

Richard O. Sinnott

Emails

****@unimelb.edu.au (Confirmed)

Personal Links

Career & Education History

Full Professor

School of Computing and Information Systems, University of Melbourne (unimelb.edu.au)

2010 – Present

Advisors, Relations & Conflicts

No relations added

Expertise

No areas of expertise listed

Publications

Efficient and Secure Federated Learning With Verifiable Weighted Average Aggregation
Zhen Yang, Ming Zhou, Haiyang Yu, Richard O. Sinnott, Huan Liu
- Published: 01 Jan 2023, Last Modified: 12 May 2023
- IEEE Trans. Netw. Sci. Eng. 2023
- Readers: Everyone
Truck Speed Detection Through Video Streams
Zuo Huang, Richard O. Sinnott, Krista A. Ehinger
- Published: 01 Jan 2023, Last Modified: 02 Oct 2023
- e-Science 2023
- Readers: Everyone
A Survey of Automated Data Augmentation Algorithms for Deep Learning-based Image Classication Tasks
Zihan Yang, Richard O. Sinnott, James Bailey, Qiuhong Ke
- 2022 (modified: 28 Oct 2022)
- CoRR 2022
- Readers: Everyone
Crowd Counting Using Deep Learning in Edge Devices
Zuo Huang, Richard O. Sinnott, Qiuhong Ke
- 2021 (modified: 28 Oct 2022)
- BDCAT 2021
- Readers: Everyone
Individual Feral Cat Identification through Deep Learning
Zihan Yang, Richard O. Sinnott, Qiuhong Ke, James Bailey
- 2021 (modified: 28 Oct 2022)
- BDCAT 2021
- Readers: Everyone
When machine learning meets congestion control: A survey and comparison
Huiling Jiang, Qing Li, Yong Jiang, Gengbiao Shen, Richard O. Sinnott, Chen Tian, Mingwei Xu
- Published: 01 Jan 2021, Last Modified: 12 May 2023
- Comput. Networks 2021
- Readers: Everyone
ISP Self-Operated BGP Anomaly Detection Based on Weakly Supervised Learning
Yutao Dong, Qing Li, Richard O. Sinnott, Yong Jiang, Shutao Xia
- Published: 01 Jan 2021, Last Modified: 12 May 2023
- ICNP 2021
- Readers: Everyone
Efficient dynamic multi-replica auditing for the cloud with geographic location
Haiyang Yu, Zhen Yang, Muhammad Waqas, Shanshan Tu, Zhu Han, Zahid Halim, Richard O. Sinnott, Udaya Parampalli
- Published: 01 Jan 2021, Last Modified: 12 May 2023
- Future Gener. Comput. Syst. 2021
- Readers: Everyone
SLA-Based Profit Optimization Resource Scheduling for Big Data Analytics-as-a-Service Platforms in Cloud Computing Environments
Yali Zhao, Rodrigo N. Calheiros, Graeme Gange, James Bailey, Richard O. Sinnott
- Published: 01 Jan 2021, Last Modified: 16 May 2023
- IEEE Trans. Cloud Comput. 2021
- Readers: Everyone
SAM: Self-Attention based Deep Learning Method for Online Traffic Classification
Guorui Xie, Qing Li, Yong Jiang, Tao Dai, Gengbiao Shen, Rui Li, Richard O. Sinnott, Shutao Xia
- Published: 01 Jan 2020, Last Modified: 12 May 2023
- NetAI@SIGCOMM 2020
- Readers: Everyone

View all 28 publications

Co-Authors

View all 53 co-authors