Abstract: Sharding enhances the Internet of Things (IoT) blockchain scalability by parallel transaction (TX) processing, yet cross-shard TXs and dynamic workload imbalance persist as key bottlenecks.
Multiendpoint DAG-Driven Joint Partitioning-Offloading and Scheduling Optimization for DNN Inference
Abstract: Model partitioning techniques, which decompose and collaboratively execute subtasks of deep neural networks (DNNs), have emerged as a critical strategy for enhancing distributed inference ...
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