*: top tier for general topic
#: top tier for specialized area
AI system
- *OSDI: Operating Systems Design and Implementation https://www.usenix.org/conference/osdi24
- OSDI brings together professionals from academic and industrial backgrounds in what has become a premier forum for discussing the design, implementation, and implications of systems software. The symposium emphasizes innovative research as well as quantified or insightful experiences in systems design and implementation.
- *MLSys: Machine Learning and Systems https://mlsys.org/Conferences/2025
- The Conference on Machine Learning and Systems targets research at the intersection of machine learning and systems. The conference aims to elicit new connections amongst these fields, including identifying best practices and design principles for learning systems, as well as developing novel learning methods and theory tailored to practical machine learning workflows.
- *ATC: Annual Technical Conference https://www.usenix.org/conference/atc24
- USENIX ATC brings together leading systems researchers for the presentation of cutting-edge systems research and the opportunity to gain insight into a wealth of must-know topics, including virtualization, system and network management and troubleshooting, cloud and edge computing, security, privacy, and trust, mobile and wireless, and more.
- *SoCC: https://acmsocc.org/2024/
- SoCC'24 is 15th edition of the annual ACM Symposium on Cloud Computing, the premier conference on cloud computing. It brings together researchers, developers, users, and practitioners interested in cloud computing, and is the only conference co-sponsored by the ACM Special Interest Groups on Management of Data (SIGMOD) and on Operating Systems (SIGOPS). As in prior SoCC conferences, SoCC'24 will foster connections between the academic and industrial communities operating in the cloud space.
- #SIGCOMM: ACM Special Interest Group on Data Communication https://conferences.sigcomm.org/sigcomm/2024/
- ACM SIGCOMM is the flagship annual conference of the ACM Special Interest Group on Data Communication (SIGCOMM). ACM SIGCOMM 2024, the 38th edition of the conference series, will be held in Sydney, Australia, August 4 - 8, 2024.
- #NSDI: Networked Systems Design and Implementation https://www.usenix.org/conference/nsdi24
- NSDI focuses on the design principles, implementation, and practical evaluation of networked and distributed systems. Our goal is to bring together researchers from across the networking and systems community to foster a broad approach to addressing overlapping research challenges.
- #FAST (Conference on File and Storage Technologies)
- Focus: Storage systems, with increasing relevance to AI systems.
- Why Attend: Explores advancements in storage technologies, which are critical for managing the vast data requirements of AI systems.
- #MICRO (IEEE/ACM International Symposium on Microarchitecture)
- Focus: Microarchitecture and hardware systems for AI/ML.
- Why Attend: Focuses on microarchitectural innovations for AI, including hardware accelerators, GPUs, and custom AI chips.
- #HPCA (International Symposium on High-Performance Computer Architecture)
- Focus: High-performance computer architecture, including AI systems.
- Why Attend: Explores architectural advancements for high-performance computing, with a growing focus on AI accelerators and heterogeneous computing environments.
- SOSP: Operating Systems Principles https://sigops.org/s/conferences/sosp/2024/
- The annual ACM Symposium on Operating Systems Principles is the world's premier forum for researchers, developers, programmers, and teachers of computer systems technology. Academic and industrial participants present research and experience papers that cover the full range of theory and practice of computer systems software.
- Eurosys: https://2024.eurosys.org/
- EuroSys is a premier conference on various aspects of systems software research and development, including its ramifications for hardware and applications. Topics of interest for the conference include: operating systems, database systems, real-time systems, networked systems, storage systems, middleware, distributed, parallel, and embedded computing systems.
- Middleware: https://middleware-conf.github.io/2024/
- The annual ACM/IFIP Middleware conference is a major forum for discussing innovations and recent scientific advances in middleware systems with a focus on the design, implementation, deployment, and evaluation of distributed systems, platforms, and architectures for computing, storage, and communication. The conference will include a high-quality single-track technical program, invited speakers, an industrial track, panel discussions involving academic and industry leaders, poster and demonstration presentations, a doctoral symposium, tutorials, and workshops.
- TinyML: https://www.tinyml.org/event/summit-2024/
- The 2024 tinyML© Summit provides the ultimate convergence point for the tinyML community, from trailblazing suppliers to forward-thinking end-users, ingenious engineers to visionary business leaders. Join the world-wide tinyML community to discover the latest innovations in Tiny ML, understand successfully deployed commercial solutions, and network with thought-leaders bringing AI/ML closer to every sensor and edge device. By attending the summit and joining the tinyML community, you help unleash the possibilities of Tiny ML.
- The tinyML Summit features an impactful mix of exhibitions, presentations, and networking. The exhibition area features leaders in tinyML technology for live demonstrations of the latest innovations. The summit will feature multiple opportunities to network and connect with other community members to share ideas, build collaborative solutions, and enhance business networks.
- HotOS (Workshop on Hot Topics in Operating Systems)
- Focus: Emerging research in operating systems, including AI/ML systems.
- Why Attend: A forum for discussing new ideas and research directions in operating systems, including the systems challenges posed by AI and machine learning.
General AI and ML
- *NeurIPS (Conference on Neural Information Processing Systems)
- Focus: Machine learning, AI, and computational neuroscience.
- Why Attend: One of the largest and most prestigious conferences in AI, with cutting-edge research presentations, workshops, and tutorials.
- *ICML (International Conference on Machine Learning)
- Focus: Machine learning.
- Why Attend: A leading conference that covers a broad range of topics in machine learning, from theoretical foundations to applications.