3^rd International Workshop on Systems and Network Telemetry and Analytics (SNTA2020)

June 23, 2020 , Stockholm, Sweden

Call for Papers

This workshop aims at bridging the systems and network telemetry and the latest advances in machine learning and data science technologies, to advance the performance and reliability of HPC and distributed systems. New analysis techniques are needed in the modern world, from the diverse angles of systems/network performance, availability, and security. For example, real-time streaming analytics algorithms and methods need to be explored for estimating network performance and summarizing the traffic variables to capture the network activities due to the network bandwidth increase. Multivariate analysis of telemetric variables may be able to provide the intuitive, comprehensive view of the systems and networks dynamics. New logging techniques are also needed in the future with the latest development in the storage and archival technologies. In addition, many applications in this area may need to address the application-specific requirements and challenges. This workshop intends to share visions of investigating new approaches and methods at the intersection of data sciences and HPC/distributed computing systems.

Topics of Interest :

• Systems and network measurement, analysis, and summarization
• HPC, superfacility, and distributed systems
• Data-driven, multivariate, streaming-based data processing
• Distributed and federated machine learning
• Performance modeling, analysis, and engineering
• Cybersecurity, forensics, privacy, and anonymization
• Intelligent workflow, visualization, and applications
• Smart instruments, edge/fog-systems, and IoTs
• Wireless, mobile/5G networks
• Software-Defined-technologies
• Storage and archival technologies
• Experiences and practices on systems/network data analysis

Paper Submission

All papers must be original and not simultaneously submitted to another journal or conference. Authors are invited to submit either a full (max 8 pages) paper or a short/work-in-progress (max 4 pages) paper. Papers will be peer-reviewed, and accepted papers will be published in the workshop proceedings as part of the ACM digital library.

Important Dates