Publications and Presentations

The RESTless Cloud | Nathan Pemberton, Johann Schleier-Smith, Joseph E. Gonzalez. HotOS. [video]

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.

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.

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.

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.

ReStream: Accelerating Backtesting and Stream Replay with Serial-Equivalent Parallel Processing | Johann Schleier-Smith, Joseph M. Hellerstein. SoCC. [slides]

An Architecture for Agile Machine Learning in Real-Time Applications | Johann Schleier-Smith. KDD. [slides]

Understanding and Exploring Serverless Cloud Computing | Johann Schleier-Smith. Technical Report.

A FaaS File System for Serverless Computing | Johann Schleier-Smith, Leonhard Holz, Nathan Pemberton, Joseph M. Hellerstein.

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.

The Serverless Data Center: Hardware Disaggregation Meets Serverless Computing | Nathan Pemberton, Johann Schleier-Smith. The First Workshop on Resource Disaggregation.

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.

Serverless Foundations for Elastic Database Systems | Johann Schleier-Smith. CIDR Extended Abstract.

Self-Managing Databases—If Not Now Then When? | Johann Schleier-Smith. Postgres Conference. [slides]

A Berkeley View on Serverless Computing | Johann Schleier-Smith. Serverlessconf NYC.

A File System for Serverless Computing | Johann Schleier-Smith. HPTS.

Architecting for Data Science | Johann Schleier-Smith. O'Reilly Software Architecture. [slides]

Agile Machine Learning for Real-time Recommender Systems | Johann Schleier-Smith. MLConf. [video]

Using Big Data To Solve Social Discovery's Relevance Problem | Johann Schleier-Smith.

Tagged Architecture - Scaling To 100 Million Users, 1000 Servers, And 5 Billion Page Views | Johann Schleier-Smith.

Social Media Analytics Using Greenplum's Data Computing Appliance | Johann Schleier-Smith. O'Reilly Strata.