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SLO-Aware Function Placement for Serverless Workflows With Layer-Wise Memory Sharing.

, , , , and . IEEE Trans. Parallel Distributed Syst., 35 (6): 919-936 (June 2024)

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Scalable Data Management on Hybrid Memory System for Deep Neural Network Applications., , , and . IEEE BigData, page 1470-1480. IEEE, (2021)VCSR: Mutable CSR Graph Format Using Vertex-Centric Packed Memory Array., , and . CCGRID, page 71-80. IEEE, (2022)Mitigating Stragglers in the Decentralized Training on Heterogeneous Clusters., , and . Middleware, page 386-399. ACM, (2020)Data Life Aware Model Updating Strategy for Stream-Based Online Deep Learning., , , and . IEEE Trans. Parallel Distributed Syst., 32 (10): 2571-2581 (2021)Tackling Cold Start of Serverless Applications by Efficient and Adaptive Container Runtime Reusing., , , , and . CLUSTER, page 433-443. IEEE, (2021)A Shared Memory Cache Layer across Multiple Executors in Apache Spark., , and . IEEE BigData, page 477-482. IEEE, (2020)Expeditious High-Concurrency MicroVM SnapStart in Persistent Memory with an Augmented Hypervisor., , , , , and . USENIX ATC, page 985-998. USENIX Association, (2024)Incendio: Priority-Based Scheduling for Alleviating Cold Start in Serverless Computing., , , , , , and . IEEE Trans. Computers, 73 (7): 1780-1794 (July 2024)DeepTM: Efficient Tensor Management in Heterogeneous Memory for DNN Training., , , , and . IEEE Trans. Parallel Distributed Syst., 35 (11): 1920-1935 (November 2024)Data Life Aware Model Updating Strategy for Stream-based Online Deep Learning., , , , and . CLUSTER, page 392-398. IEEE, (2020)