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Using System-Level Models to Evaluate I/O Subsystem Designs., and . IEEE Trans. Computers, 47 (6): 667-678 (1998)GeePS: scalable deep learning on distributed GPUs with a GPU-specialized parameter server., , , , and . EuroSys, page 4:1-4:16. ACM, (2016)File system virtual appliances: Portable file system implementations., , , , , , and . ACM Trans. Storage, 8 (3): 9:1-9:26 (2012)Operating System Management of MEMS-based Storage Devices., , , and . OSDI, page 227-242. USENIX Association, (2000)PipeDream: Fast and Efficient Pipeline Parallel DNN Training., , , , , , and . CoRR, (2018)Visualizing Request-Flow Comparison to Aid Performance Diagnosis in Distributed Systems., , , and . IEEE Trans. Vis. Comput. Graph., 19 (12): 2466-2475 (2013)Managed communication and consistency for fast data-parallel iterative analytics., , , , , , , , and . SoCC, page 381-394. ACM, (2015)Using data transformations for low-latency time series analysis., , , , and . SoCC, page 395-407. ACM, (2015)Active disk meets flash: a case for intelligent SSDs., , , , , and . ICS, page 91-102. ACM, (2013)Cluster scheduling for explicitly-speculative tasks., , and . ICS, page 336-345. ACM, (2004)