Serverless workflow systems orchestrate directed acyclic graphs (DAGs) of short-lived functions to build complex data-processing applications. Conventional designs rely on external storage services to transfer intermediate state between dependent functions, incurring substantial serialization and deserialization overhe...
Wang Xiong, Zhi-Da Jiang, Zhuo-Cheng Ge et al.· Proceedings of the Internati...· 0 citations
Model-driven design often requires the same model to support multiple downstream tasks, such as simulation, testing, verification, and deployment. However, existing tools usually build separate translation workflows for different tasks, causing repeated model parsing, redundant semantic reconstruction, and limited reus...
Wang-Cai Li, Dong-Yan Wang, Ze-Hong Yu et al.· Proceedings of the 41st IEEE...· 0 citations
Microservice architecture is a pivotal paradigm for refactoring monolithic systems to improve maintainability and evolvability. However, automated, explainable decomposition remains a difficult task, especially when balancing structural soundness with semantic consistency in complex legacy systems. We present MicroWeav...
Hui-Tian Xue, Kai-Rui Zhang, Chen-Xi Zhang et al.· Proceedings of the 41st IEEE...· 0 citations
This work presents SpecBox, a runtime built around speculative sandbox preallocation tailored for dynamic LLM agent execution pipelines, and implements keyword matching and streaming semantic embedding to enable intent-driven sandbox prewarming, which identifies pending tool execution demands mid-LLM token generation a...
Yi-Hui Zhang, Tian-Yu Wo, Jing-Hao Wang et al.· arXiv.org· 1 citation
This paper presents a tutorial-style, collective-centric taxonomy for collective communication, which organizes recent advances into three layers: communication planning, which generates topology-aware collective schedules; communication execution and adaptation, which maps these schedules onto GPU runtimes and hardwar...
Xue-Bin Song, Menghao Zhang, Yue Liu et al.· IEEE Network· 0 citations
HyLink is introduced, a two-layer collective communication framework, including a PCIe CCL module and a Multipath Orchestrator module that provides a CPU-driven Domain-Specific Language (DSL) for multi-stage data flows and an auto-pipelined transfer engine for host-side routing and SIMD-accelerated reduction.
Yue Liu, Menghao Zhang, Xuebin Song et al.· Asia-Pacific Workshop on Net...· 0 citations
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