Real-time Serverless: Enabling Application Performance Guarantees

被引：49

作者：

Hai Duc Nguyen ^{[1
]}

Zhang, Chaojie ^{[1
]}

Xiao, Zhujun ^{[1
]}

Chien, Andrew A. ^{[2
]}

机构：

[1] Univ Chicago, Chicago, IL 60637 USA

[2] Argonne Natl Lab, Argonne, IL 60439 USA

来源：

PROCEEDINGS OF THE 2019 FIFTH INTERNATIONAL WORKSHOP ON SERVERLESS COMPUTING (WOSC '19) | 2019年

基金：

美国国家科学基金会;

关键词：

Serverless; Real-time; Bursty; Interface;

D O I：

10.1145/3366623.3368133

中图分类号：

TP31 [计算机软件];

学科分类号：

081202 ; 0835 ;

摘要：

Today's serverless provides "function-as-a-service" with dynamic scaling and fine-grained resource charging, enabling new cloud applications. Serverless functions are invoked as a best-effort service. We propose an extension to serverless, called real-time serverless that provides an invocation rate guarantee, a service-level objective (SLO) specified by the application, and delivered by the underlying implementation. Real-time serverless allows applications to guarantee real-time performance. We study real-time serverless behavior analytically and empirically to characterize its ability to support bursty, real-time cloud and edge applications efficiently. Finally, we use a case study, traffic monitoring, to illustrate the use and benefits of real-time serverless, on our prototype implementation.

引用

页码：1 / 6

页数：6

共 24 条

[1]

Akkus IE, 2018, PROCEEDINGS OF THE 2018 USENIX ANNUAL TECHNICAL CONFERENCE, P923

[2]

Amazon, 2015, AWS LAMBD

[3] Sprocket: A Serverless Video Processing Framework [J].

Ao, Lixiang ;

Izhikevich, Liz ;

Voelker, Geoffrey M. ;

Porter, George .

PROCEEDINGS OF THE 2018 ACM SYMPOSIUM ON CLOUD COMPUTING (SOCC '18), 2018, :263-274

[4] Glimpse: Continuous, Real-Time Object Recognition on Mobile Devices [J].

Chen, Tiffany Yu-Han ;

Ravindranath, Lenin ;

Deng, Shuo ;

Bahl, Paramvir ;

Balakrishnan, Hari .

SENSYS'15: PROCEEDINGS OF THE 13TH ACM CONFERENCE ON EMBEDDED NETWORKED SENSOR SYSTEMS, 2015, :155-168

[5]

Crankshaw Daniel, 2019, ARXIV PREPRINT ARXIV

[6]

Edward Oakes, 2018, USENIX ATC

[7]

Fouladi S, 2017, PROCEEDINGS OF NSDI '17: 14TH USENIX SYMPOSIUM ON NETWORKED SYSTEMS DESIGN AND IMPLEMENTATION, P363

[8]

Gartner, 2018, WORLDWIDE E BUS MARK

[9]

Google, 2016, GOOGL CLOUD FUNCT

[10]

Hellerstein Joseph M., 2019, CIDR

← 1 2 3 →