Sprocket
| Autor: | George Porter, Geoffrey M. Voelker, Liz Izhikevich, Lixiang Ao |
|---|---|
| Rok vydání: | 2018 |
| Předmět: |
business.product_category
Computer science business.industry 020207 software engineering Cloud computing 02 engineering and technology Specification language Video processing Modular design Pipeline (software) Computer architecture 020204 information systems Scalability 0202 electrical engineering electronic engineering information engineering Latency (engineering) business Sprocket |
| Zdroj: | SoCC |
| Popis: | Sprocket is a highly configurable, stage-based, scalable, serverless video processing framework that exploits intra-video parallelism to achieve low latency. Sprocket enables developers to program a series of operations over video content in a modular, extensible manner. Programmers implement custom operations, ranging from simple video transformations to more complex computer vision tasks, in a simple pipeline specification language to construct custom video processing pipelines. Sprocket then handles the underlying access, encoding and decoding, and processing of video and image content across operations in a highly parallel manner. In this paper we describe the design and implementation of the Sprocket system on the AWS Lambda serverless cloud infrastructure, and evaluate Sprocket under a variety of conditions to show that it delivers its performance goals of high parallelism, low latency, and low cost (10s of seconds to process a 3,600 second video 1000-way parallel for less than $3). |
| Databáze: | OpenAIRE |
| Externí odkaz: |
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