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Taurus: A Holistic Language Runtime System for Coordinating Distributed Managed-Language Applications

Authors:

Krste Asanović,

John KubiatowiczAuthors Info & Claims

ASPLOS '16: Proceedings of the Twenty-First International Conference on Architectural Support for Programming Languages and Operating Systems

Pages 457 - 471

https://doi.org/10.1145/2872362.2872386

Published: 25 March 2016 Publication History

Abstract

Many distributed workloads in today's data centers are written in managed languages such as Java or Ruby. Examples include big data frameworks such as Hadoop, data stores such as Cassandra or applications such as the SOLR search engine. These workloads typically run across many independent language runtime systems on different nodes. This setup represents a source of inefficiency, as these language runtime systems are unaware of each other. For example, they may perform Garbage Collection at times that are locally reasonable but not in a distributed setting.

We address these problems by introducing the concept of a Holistic Runtime System that makes runtime-level decisions for the entire distributed application rather than locally. We then present Taurus, a Holistic Runtime System prototype. Taurus is a JVM drop-in replacement, requires almost no configuration and can run unmodified off-the-shelf Java applications. Taurus enforces user-defined coordination policies and provides a DSL for writing these policies.

By applying Taurus to Garbage Collection, we demonstrate the potential of such a system and use it to explore coordination strategies for the runtime systems of real-world distributed applications, to improve application performance and address tail-latencies in latency-sensitive workloads.

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Index Terms

Taurus: A Holistic Language Runtime System for Coordinating Distributed Managed-Language Applications
1. Networks
  1. Network services
    1. Cloud computing
2. Software and its engineering
  1. Software notations and tools
    1. Compilers
      1. Runtime environments
  2. Software organization and properties
    1. Contextual software domains
      1. Operating systems
        Memory management
        Garbage collection
        Process management
        Scheduling
      2. Software infrastructure
        Virtual machines

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cover image ACM Conferences

ASPLOS '16: Proceedings of the Twenty-First International Conference on Architectural Support for Programming Languages and Operating Systems

March 2016

824 pages

ISBN:9781450340915

DOI:10.1145/2872362

General Chair:
Tom Conte
Georgia Tech, USA
,
Program Chair:
Yuanyuan Zhou
University of California, San Diego, USA

ACM SIGARCH Computer Architecture News Volume 44, Issue 2
ASPLOS'16
May 2016
774 pages
ISSN:0163-5964
DOI:10.1145/2980024
Editor:
Doug DeGroot
acm dot org
Issue’s Table of Contents
ACM SIGPLAN Notices Volume 51, Issue 4
ASPLOS '16
April 2016
774 pages
ISSN:0362-1340
EISSN:1558-1160
DOI:10.1145/2954679
Editor:
Andy Gill
University of Kansas, Lawrence, KS
Issue’s Table of Contents

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Published: 25 March 2016

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Reidys BXue YLi DSukhwani BHwu WChen DAsaad SHuang JDruschel PKaufmann AMace JFlinn JSeltzer M(2023)RackBlox: A Software-Defined Rack-Scale Storage System with Network-Storage Co-DesignProceedings of the 29th Symposium on Operating Systems Principles10.1145/3600006.3613170(182-199)Online publication date: 23-Oct-2023
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