Enabling NVM for Data-Intensive Scientific Services

Authors: 

Philip Carns, John Jenkins, Sangmin Seo, Shane Snyder, and Robert B. Ross, Argonne National Laboratory; Charles D. Cranor, Carnegie Mellon University; Scott Atchley, Oak Ridge National Laboratory; Torsten Hoefler, ETH Zurich

Abstract: 

Specialized, transient data services are playing an increasingly prominent role in data-intensive scientific computing. These services offer flexible, on-demand pairing of applications with storage hardware using semantics that are optimized for the problem domain. Concurrent with this trend, upcoming scientific computing and big data systems will be deployed with emerging non-volatile memory (NVM) technology to achieve the highest possible price/productivity ratio. Clearly, therefore, we must develop techniques to facilitate the confluence of specialized data services and NVM technology.

In this work we explore how to enable the composition of NVM resources within transient distributed services while still retaining their essential performance characteristics. Our approach involves eschewing the conventional shared file system model and instead projecting NVM devices as remote microservices that leverage user-level threads, remote procedure call (RPC) services, remote direct memory access (RDMA) enabled network transports, and persistent memory libraries in order to maximize performance. We describe a prototype system that incorporates these concepts, evaluate its performance for key workloads on an exemplar system, and discuss how the system can be leveraged as a component of future data-intensive architectures.

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BibTeX
@inproceedings {200122,
author = {Philip Carns and John Jenkins and Charles D. Cranor and Scott Atchley and Sangmin Seo and Shane Snyder and Robert B. Ross},
title = {Enabling {NVM} for Data-Intensive Scientific Services},
booktitle = {4th Workshop on Interactions of NVM/Flash with Operating Systems and Workloads ({INFLOW} 16)},
year = {2016},
address = {Savannah, GA},
url = {https://www.usenix.org/conference/inflow16/workshop-program/presentation/carns},
publisher = {{USENIX} Association},
}