Mesos: A Platform for Fine-Grained Resource Sharing in the Data - - PowerPoint PPT Presentation

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Jan 16, 2024 329 likes •397 views

Mesos: A Platform for Fine-Grained Resource Sharing in the Data Center Benjamin Hindman, Andy Konwinski, Matei Zaharia, Ali Ghodsi, Anthony D. Joseph, Randy Katz, Scott Shenker, Ion Stoica University of California, Berkeley Thomas Marshall

SLIDE 1

Mesos: A Platform for Fine-Grained Resource Sharing in the Data Center

Benjamin Hindman, Andy Konwinski, Matei Zaharia, Ali Ghodsi, Anthony D. Joseph, Randy Katz, Scott Shenker, Ion Stoica University of California, Berkeley Thomas Marshall

SLIDE 2

Motivation

Lots of distributed frameworks

(Hadoop, Giraph, MPI, etc.)

Each manages its cluster
Hard to share resources

SLIDE 3

Architecture

[1] B. Hindman, A. Konwinski, M. Zaharia, A. Ghodsi, A. D. Joseph, R. H. Katz, S. Shenker, and I. Stoica. Mesos: A platform for fine-grained resource sharing in the data center. Technical Report UCB/EECS-2010-87, EECS Department, University of California, Berkeley, May 2010.

SLIDE 4

Scheduling

Scalability
Diverse resource requirements

SLIDE 5

Scheduling

Scalability
Diverse resource requirements
Solution: 2 level scheduling via offers