Research

Dec 2022

Understanding and Exploring Serverless Cloud Computing

Johann Schleier-Smith

Technical Report (PhD dissertation)

May 2021

What Serverless Computing Is and Should Become: The Next Phase of Cloud Computing

Johann Schleier-Smith, Vikram Sreekanti, Anurag Khandelwal, Joao Carreira, Neeraja J. Yadwadkar, Raluca Ada Popa, Joseph E. Gonzalez, Ion Stoica, David A. Patterson

Communications of the ACM

Jan 2019

Serverless Computing: One Step Forward, Two Steps Back

Joseph M. Hellerstein, Jose Faleiro, Joseph E. Gonzalez, Johann Schleier-Smith, Vikram Sreekanti, Alexey Tumanov and Chenggang Wu

CIDR

Aug 2015

An Architecture for Agile Machine Learning in Real-Time Applications

Johann Schleier-Smith

KDDSlides

Jun 2021

The RESTless Cloud

Nathan Pemberton, Johann Schleier-Smith, Joseph E. Gonzalez

HotOSVideo

May 2021

What Serverless Computing Is and Should Become: The Next Phase of Cloud Computing

Johann Schleier-Smith, Vikram Sreekanti, Anurag Khandelwal, Joao Carreira, Neeraja J. Yadwadkar, Raluca Ada Popa, Joseph E. Gonzalez, Ion Stoica, David A. Patterson

Communications of the ACM

Jul 2020

Cloudburst: Stateful Functions-as-a-Service.

V. Sreekanti, C. Wu, X. C. Lin, Johann Schleier-Smith, J. M. Faleiro, J. E. Gonzalez, J. M. Hellerstein, A. Tumanov

VLDB 2020

Jan 2019

Serverless Computing: One Step Forward, Two Steps Back

Joseph M. Hellerstein, Jose Faleiro, Joseph E. Gonzalez, Johann Schleier-Smith, Vikram Sreekanti, Alexey Tumanov and Chenggang Wu

CIDR

May 2017

Real-Time Machine Learning: The Missing Pieces

Robert Nishihara, Philipp Moritz, Stephanie Wang, Alexey Tumanov, William Paul, Johann Schleier-Smith, Richard Liaw, Mehrdad Niknami, Michael I. Jordan, Ion Stoica

HotOS

Oct 2016

ReStream: Accelerating Backtesting and Stream Replay with Serial-Equivalent Parallel Processing

Johann Schleier-Smith, Joseph M. Hellerstein

SoCCSlides

Aug 2015

An Architecture for Agile Machine Learning in Real-Time Applications

Johann Schleier-Smith

KDDSlides

Dec 2022

Understanding and Exploring Serverless Cloud Computing

Johann Schleier-Smith

Technical Report (PhD dissertation)

Sep 2020

A FaaS File System for Serverless Computing

Johann Schleier-Smith, Leonhard Holz, Nathan Pemberton, Joseph M. Hellerstein

Jun 2020

CoVista: A Unified View on Privacy Sensitive Mobile Contact Tracing

David Culler, Prabal Dutta, Gabe Fierro, Joseph E. Gonzalez, Nathan Pemberton, Johann Schleier-Smith, K. Shankari, Alvin Wan, Thomas Zachariah

Bulletin of the IEEE Computer Society Technical Committee on Data Engineering

Apr 2019

The Serverless Data Center: Hardware Disaggregation Meets Serverless Computing

Nathan Pemberton, Johann Schleier-Smith

The First Workshop on Resource Disaggregation

Feb 2019

Cloud Programming Simplified: A Berkeley View on Serverless Computing

Eric Jonas, Johann Schleier-Smith, Vikram Sreekanti, Chia-Che Tsai, Anural Khandelwal, Qifan Pu, Vaishaal Shankar, Joao Menezes Carreira, Karl Krauth, Neeraja Yadwadkar, Joseph Gonzalez, Raluca Ada Popa, Ion Stoica, David A. Patterson

Technical Report

Jan 2019

Serverless Foundations for Elastic Database Systems

Johann Schleier-Smith

CIDR Extended Abstract