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Call for Papers

The Fourth International Workshop on Systems and Network Telemetry and Analytics (SNTA 2021) https://sdm.lbl.gov/snta/2021/

Scope:

The tasks of systems and network telemetry are a key element for effective operations and management of HPC and distributed computing systems, by offering comprehensive measurement and analysis capabilities to provide the visibility into what is occurring at any time. The tasks will be significantly complicated with the greater complexity of computing systems, increasing network speed, and the newly introduced mobile and IoT devices. Such changes will render the existing telemetry and analysis techniques to be outdated, and more scalable techniques may be in place for data-driven and deeper data analysis. In addition to the quantitative and qualitative challenges, data pressure in systems and networks also comes from various sources such as sensors, computing systems, networking and security devices, and other \emerging computing elements speaking with different syntax and semantics, which makes organizing and incorporating the generated data difficult for extensive analysis.

This workshop aims at bridging the systems and network measurement 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.

Topic of interest (but not limited to):

- 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

Program Committee

TBD

Organizing Committee

Massimo Cafaro, University of Salento, Italy Jinoh Kim, Texas A&M University-Commerce Alex Sim, Lawrence Berkeley National Laboratory

Important Dates

Submission deadline: March 14, 2021 Author notification: April 18, 2021 Camera-ready deadline: May 2, 2021 Workshop: June 21, 2021

The Fourth International Workshop on
Systems and Network Telemetry and Analytics (SNTA 2021) HPDC2021 Stockholm, Sweden, June 21-25, 2021

Submission Guidelines 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. 
Formatting: Authors are invited to submit papers with unpublished, original work of not more than 8 pages of double column text using single spaced 10 point size on 8.5 x 11 inch pages (including all text, figures, and references), as per ACM 8.5 x 11 manuscript guidelines (document templates can be found at http://www.acm.org/sigs/publications/proceedings-template). Papers will be peer-reviewed, and accepted papers will be published in the workshop proceedings as part of the ACM digital library.

Submission link: https://easychair.org/conferences/?conf=snta2021 Web: https://sdm.lbl.gov/snta/2021/ Contact: SNTA.help@gmail.com

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Massimo Cafaro, Ph.D. Associate Professor of Parallel Algorithms and Data Mining Dept. of Engineering for Innovation University of Salento, Lecce, Italy Via per Monteroni 73100 Lecce, Italy Voice/Fax +39 0832 297371 Web http://sara.unisalento.it/~cafaro Web https://www.unisalento.it/people/massimo.cafaro E-mail massimo.cafaro@unisalento.it E-mail cafaro@ieee.org E-mail cafaro@acm.org

CMCC Foundation Euro-Mediterranean Center on Climate Change Via Augusto Imperatore, 16 - 73100 Lecce massimo.cafaro@cmcc.it

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