Flow: A Stream Processing System Simulator

Alfred J. Park; Cheng-Hong Li; Ravi Nair; Nobuyuki Ohba; Uzi Shvadron; Ayal Zaks; Eugen Schenfeld

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Flow: A Stream Processing System Simulator

机译：流：流处理系统模拟器

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摘要

Stream processing is an important emerging computational model for performing complex operations on and across multi-source, high volume, unpredictable dataflows. We present Flow, a platform for parallel and distributed stream processing system simulation that provides a flexible modeling environment for analyzing stream processing applications. The Flow stream processing system simulator is a high performance, scalable simulator that automatically parallelizes chunks of the model space and incurs near zero synchronization overhead for stream application graphs that exhibit feed-forward behavior. We show promising multithreaded and multi-process event rates exceeding 80 million events per second on a cluster with 256 processor cores.

机译：流处理是一种重要的新兴计算模型，用于在多源，大量，不可预测的数据流上以及跨多源执行复杂的操作。我们介绍了Flow，这是一个用于并行和分布式流处理系统仿真的平台，它为分析流处理应用程序提供了灵活的建模环境。流流处理系统模拟器是一种高性能，可扩展的模拟器，它可以自动并行化模型空间的各个块，并为展现前馈行为的流应用程序图带来接近零的同步开销。我们展示了在具有256个处理器核心的群集上，有希望的多线程和多进程事件速率超过每秒8000万个事件。

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来源
《Proceedings of the Workshop on Principles of Advanced and Distributed Simulation》 |2010年第null期|共9页
作者
Alfred J. Park; Cheng-Hong Li; Ravi Nair; Nobuyuki Ohba; Uzi Shvadron; Ayal Zaks; Eugen Schenfeld;
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正文语种 eng
中图分类计算技术、计算机技术;
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1. Flow: A Stream Processing System Simulator [J] . Alfred J. Park, Cheng-Hong Li, Ravi Nair, Proceedings of the Workshop on Principles of Advanced and Distributed Simulation . 2010,第Null期

机译：流：流处理系统模拟器
2. Development of the T+M coupled flow-geomechanical simulator to describe fracture propagation and coupled flow-thermal-geomechanical processes in tight/shale gas systems [J] . Jihoon Kim, George J. Moridis Computers & geosciences . 2013,第octa期

机译：T + M耦合流-地质力学模拟器的开发，用于描述致密/页岩气系统中的裂缝扩展和耦合流-热-地质力学过程
3. TOUGH2Biot - A simulator for coupled thermal-hydrodynamic-mechanical processes in subsurface flow systems: Application to CO_2 geological storage and geothermal development [J] . Hongwu Lei, Tianfu Xu, Guangrong Jin Computers & geosciences . 2015,第apra期

机译：TOUGH2Biot-地下流动系统中热-水-动力-机械过程耦合的模拟器：在CO_2地质存储和地热开发中的应用
4. Flow: A Stream Processing System Simulator [C] . Park A.J., Cheng-Hong Li, Nair R., 2010 IEEE Workshop on Principles of Advanced and Distributed Simulation . 2010

机译：流：流处理系统模拟器
5. Hydraulic linkages to ecosystem integrity: Determining metrics for evaluating in-stream flow conditions and relative shifts in stream ecosystem structure and function. [D] . Blersch, Stacey Sloan. 2016

机译：与生态系统完整性的液压联系：确定用于评估河道内流量状况以及河道生态系统结构和功能的相对变化的度量。
6. An Adaptive Parallel Processing Strategy for Complex Event Processing Systems over Data Streams in Wireless Sensor Networks [O] . Fuyuan Xiao, Masayoshi Aritsugi 2018

机译：无线传感器网络中数据流上复杂事件处理系统的自适应并行处理策略
7. Introduction of the concept of stream stack and structured flowsheeting to a chemical process system simulator. [O] . MASARU ISHIDA, JUNICHI SATO 1984

机译：将流堆栈的概念引入化学过程系统模拟器的流堆栈和结构化流动。
8. Development of the T+m Coupled Flow-Geomechanical Simulator to Describe Fracture Propagation and Coupled Flow-Thermal-Geomechanical Processes in Tight/Shale Gas Systems. [R] . Kim, J., Moridis, G. 2013

机译：开发T + m耦合流动 - 地质力学模拟器来描述致密/页岩气系统中的裂缝扩展和耦合流 - 热 - 地质力学过程。

Flow: A Stream Processing System Simulator

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