{"id":2517,"date":"2023-02-19T05:08:16","date_gmt":"2023-02-19T05:08:16","guid":{"rendered":"https:\/\/mcsoc-forum.org\/site\/?page_id=2517"},"modified":"2026-03-08T08:38:28","modified_gmt":"2026-03-08T08:38:28","slug":"special-session-on-parallel-distributed-grid-and-cloud-computing","status":"publish","type":"page","link":"https:\/\/mcsoc-forum.org\/site\/index.php\/special-session-on-parallel-distributed-grid-and-cloud-computing\/","title":{"rendered":"Special Session on Parallel\/Distributed, Grid, and Cloud Computing"},"content":{"rendered":"\n
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Session Chair<\/h2>\n
\n\n
\n \n
\n
\n \"Lingjun\n <\/figure>\n

\n Lingjun Zhao<\/strong>
\n Guangdong Polytechnic Normal University, China<\/span>\n <\/p>\n <\/div>\n\n<\/div>\n<\/div>\n\n\n\n

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\n

This special session focuses on the latest advancements in Parallel and Distributed Computing, Grid Computing, and Cloud Computing, with a strong emphasis on emerging intelligent applications. As modern systems increasingly rely on massive data processing, real\u2011time analytics, and AI\u2011driven decision\u2011making, this session welcomes innovative research that enhances scalability, reliability, and performance across distributed environments. We particularly encourage contributions that integrate deep learning, image and signal processing, and wireless sensing into distributed and cloud\u2011based systems. These technologies are transforming data\u2011intensive applications and enabling smarter, more adaptive computing infrastructures.<\/p>\n\n\n\n

1. Multicore, Manycore, and High\u2011Performance Computing<\/strong><\/h3>\n\n\n\n
    \n
  • Multicore and manycore architectures<\/li>\n\n\n\n
  • GPU\/CPU\u2011GPU heterogeneous systems<\/li>\n\n\n\n
  • CUDA\u2011based parallel programming<\/li>\n\n\n\n
  • Petaflop\u2011scale computing<\/li>\n\n\n\n
  • HPC scheduling and resource management<\/li>\n<\/ul>\n\n\n\n

    2. Parallel and Distributed Computing<\/strong><\/h3>\n\n\n\n
      \n
    • Parallel algorithms and optimization<\/li>\n\n\n\n
    • Distributed algorithms and fault tolerance<\/li>\n\n\n\n
    • Distributed data processing frameworks (Spark, Flink, Ray)<\/li>\n\n\n\n
    • Parallel software technologies<\/li>\n\n\n\n
    • Load balancing and distributed synchronization<\/li>\n<\/ul>\n\n\n\n

      3. Grid Computing<\/strong><\/h3>\n\n\n\n
        \n
      • Grid architectures and middleware<\/li>\n\n\n\n
      • Resource sharing and virtualization<\/li>\n\n\n\n
      • Grid\u2011enabled scientific applications<\/li>\n\n\n\n
      • Security and trust in grid environments<\/li>\n<\/ul>\n\n\n\n

        4. Cloud Computing<\/strong><\/h3>\n\n\n\n
          \n
        • Cloud architectures and orchestration<\/li>\n\n\n\n
        • Serverless and edge\u2011cloud continuum<\/li>\n\n\n\n
        • Cloud\u2011native AI\/ML pipelines<\/li>\n\n\n\n
        • Virtualization and containerization (Docker, Kubernetes)<\/li>\n\n\n\n
        • Cloud security, privacy, and compliance<\/li>\n<\/ul>\n\n\n\n

          5. Deep Learning in Distributed Environments<\/strong><\/h3>\n\n\n\n
            \n
          • Distributed training and model parallelism<\/li>\n\n\n\n
          • Federated learning and privacy\u2011preserving AI<\/li>\n\n\n\n
          • Deep learning acceleration on cloud\/HPC<\/li>\n\n\n\n
          • Scalable inference for real\u2011time applications<\/li>\n<\/ul>\n\n\n\n

            6. Image and Signal Processing<\/strong><\/h3>\n\n\n\n
              \n
            • Distributed image processing pipelines<\/li>\n\n\n\n
            • Real\u2011time video analytics on cloud\/edge<\/li>\n\n\n\n
            • Signal processing for sensor networks<\/li>\n\n\n\n
            • Vision\u2011based distributed intelligence<\/li>\n\n\n\n
            • Compression, transmission, and reconstruction<\/li>\n<\/ul>\n\n\n\n

              7. Wireless Sensing and Positioning<\/strong><\/h3>\n\n\n\n
                \n
              • Wireless sensing for IoT and smart environments<\/li>\n\n\n\n
              • Distributed wireless signal processing<\/li>\n\n\n\n
              • RF\u2011based sensing and localization<\/li>\n\n\n\n
              • Wireless positioning under next\u2011generation networks<\/li>\n\n\n\n
              • Sensor fusion and distributed perception<\/li>\n<\/ul>\n\n\n\n

                8. Distributed Systems and Applications<\/strong><\/h3>\n\n\n\n
                  \n
                • Distributed vehicle technologies<\/li>\n\n\n\n
                • Smart cities and intelligent transportation<\/li>\n\n\n\n
                • Bioinformatics and computational biology<\/li>\n\n\n\n
                • Data mining and meta\u2011heuristics<\/li>\n\n\n\n
                • Engineering design and optimization<\/li>\n<\/ul>\n\n\n\n

                  9. Intelligent Algorithms and Models<\/strong><\/h3>\n\n\n\n
                    \n
                  • Machine learning and neural networks<\/li>\n\n\n\n
                  • Genetic algorithms and evolutionary computation<\/li>\n\n\n\n
                  • Cellular automata<\/li>\n\n\n\n
                  • Hybrid AI\u2011HPC frameworks<\/li>\n\n\n\n
                  • Optimization for large\u2011scale distributed systems<\/li>\n<\/ul>\n\n\n\n

                    10. Visualization and Virtual Reality<\/strong><\/h3>\n\n\n\n
                      \n
                    • Distributed visualization systems<\/li>\n\n\n\n
                    • VR\/AR for scientific computing<\/li>\n\n\n\n
                    • Real\u2011time rendering on cloud\/HPC<\/li>\n\n\n\n
                    • Collaborative virtual environments<\/li>\n<\/ul>\n\n\n\n
                      \n<\/div>\n<\/div>\n\n\n\n
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                      \n PATRON, HOST, and SPONSORS\n <\/h3>\n\n \n
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                      \n\n \n \n \n \n \n \n \n \n\n \n \n \n \n \n \n \n \n\n <\/div>\n <\/div>\n\n<\/div>\n\n\n