posted by organizer: _Emiapwil_ || 1362 views || tracked by 1 users: [display]

NAI 2021 : ACM SIGCOMM 2021 Workshop on Network Application Integration/CoDesign


When Aug 23, 2021 - Aug 23, 2021
Where Virtual
Submission Deadline May 21, 2021
Categories    networking

Call For Papers

The Internet was designed and launched 50 years ago to satisfy yet unforeseen applications. The Internet's adaptation and scalability have been proved remarkably successful over the years. Today, more than 4 billion users (half of the global population) and 20 billion devices are online — the exponential growth of the connected people and devices are expected to continue over the next years.

However, the general-purpose and best-effort model of the Internet continues to be challenged with an ever-growing demand for more complex applications with stricter application-specific requirements. How can we deliver 4k videos to everybody (including the rest 4 billion people)? How can we ensure ultra-low latency for applications such as self-driving cars and cloud gaming? How do we support high-bandwidth, low latency applications such as AR, VR, and holographic communications? How can we guarantee 100% service availability? How can we enable innovation at the edges for the next wave of 5G and IoT applications? How do applications adapt when the underlying infrastructure cannot provide the services?

Network-Application Integration (NAI) can push the boundaries of what can be achieved. The maturing of NAI protocols such as ALTO, the real deployment and benefits of large-scale NAI systems such as the recently reported Flow Director system, and potential NAI solutions made possible by the emergence and rapid development of new, flexible networking technologies such as APN6, PAN, P4, NPL, INT, and SmartNIC, all make NAI an exciting field for exploration by the core networking community.

In this workshop, we search for contributions on the design principles and real implementations of systems that enable network-application integration and co-design. It will focus on practical NAI designs, implementations and experiences, and explore both sides of NAI: application-aware networking (AAN) and network-aware application (NAA). Selected keynotes will be included to complement more traditional paper sessions, to set the research agenda, debate the issues, and share the most recent progress.

Topics of interests

- Network abstraction models (e.g., resource, state)
- Exposure of network information and control interfaces
- Data collection (e.g., measurement) for network abstraction,
- Coordination of information and decisions across multiple domains (regions and technology layers)
- Data processing techniques to generate network abstraction (e.g., low level, filtering)
- Data distribution techniques (i.e., how, when and where to make data available for processing/analysis) for real-time network information exposure
- Validation of network abstractions (e.g., conforming to model)
- Privacy analysis of exposing network and application information
- Economical/game-theoretical analysis of network information/service exposure
- Stability design and analysis of application-network control loop
- Optimality design and analysis of application-network control loop
- Condition management and conflict resolution in complex closed-loop systems
- Control with multiple dimensional constraints (privacy, policy, beyond networking)
- Co-design for specialized apps (e.g., video, ML, IoT)
- Integrating learning and big data analytics (e.g., wide area, application and user)
- Experience and deployment of application-network co-design and integration
- Application adaptation to network information/service models

Related Resources

Federated Learning in IOT Cybersecurity 2021   PeerJ Computer Science - Federated Learning for Cybersecurity in Internet of Things
NeCoM 2022   14th International Conference on Networks & Communications
blockchain_ml_iot 2021   Network and Electronics (MDPI) Joint Special Issue - Blockchain and Machine Learning for IoT: Security and Privacy Challenges
ICCSEA 2021   11th International Conference on Computer Science, Engineering and Applications
ACM--ICMLT--Ei and Scopus 2022   ACM--2022 7th International Conference on Machine Learning Technologies (ICMLT 2022)--Ei Compendex, Scopus
ICoIV 2021 - Ei Compendex & Scopus 2021   2021 International Conference on Intelligent Vehicles (ICoIV 2021)
ASIACCS 2022   ACM Symposium on Information, Computer and Communications Security
IJITE 2021   International Journal on Integrating Technology in Education
NISecurity 2022   2022 International Conference on Network and Information Security (NISecurity 2022)