Sotabase

Career

· Co-founder, Laude Institute2024–
· Co-Founder and General Partner, Laude Ventures2024–
· Co-Founder and President, Perplexity AI2022–
· Instructor, Research to Startups Seminar, University of California, Berkeley2021–
· Cofounder & VP Product AI/ML, Databricks2013–2019
· Postdoctoral Researcher, Computer Science, University of California, Berkeley2012–2013
· Research and Software Engineer Intern, Google2010–2011
· Research and Software Engineer Intern, Yahoo!2008–2008
· Research Intern, Los Alamos National Laboratory2007–2007
· MS, Computer Science, University of California, Berkeley2007–2009
· PhD in Computer Science, University of California, Berkeley2007–2012
· Business Development and Software Engineer Intern, Epic2006–2007
· BS, Computer Science, University of Wisconsin-Madison2005–2007
· Associate's Degree, Computer Science, University of Wisconsin-Fox Valley2002–2005

Publications (36)

A view of cloud computing
CACM · 2010
10,602
cited
Above the Clouds: A Berkeley View of Cloud Computing
2009
7,448
cited
Mesos: A Platform for Fine-Grained Resource Sharing in the Data Center
Symposium on Networked Systems Design and Implementation · 2011
2,029
cited
Improving MapReduce Performance in Heterogeneous Environments
USENIX Symposium on Operating Systems Design and Implementation · 2008
1,938
cited
Dominant Resource Fairness: Fair Allocation of Multiple Resource Types
Symposium on Networked Systems Design and Implementation · 2011
1,353
cited
Omega: flexible, scalable schedulers for large compute clusters
European Conference on Computer Systems · 2013
769
cited
Accelerating the Machine Learning Lifecycle with MLflow
IEEE Data Engineering Bulletin · 2018
451
cited
Learning Spark: Lightning-Fast Big Data Analytics
2015
350
cited
Developments in MLflow: A System to Accelerate the Machine Learning Lifecycle
DEEM@SIGMOD · 2020
129
cited
Chukwa: A large-scale monitoring system
2008
108
cited
Provenance Analysis for Missing Answers and Integrity Repairs.
2018
53
cited
A Common Substrate for Cluster Computing
USENIX Workshop on Hot Topics in Cloud Computing · 2009
41
cited
The Datacenter Needs an Operating System
USENIX Workshop on Hot Topics in Cloud Computing · 2011
41
cited
perfor-Just as large ISPs use multiple
26
cited
Dominant Resource Fairness: Fair Allocation of Heterogeneous Resources in Datacenters
2010
21
cited
Towards an I/O tracing framework taxonomy
International Parallel Data Systems Workshop · 2007
21
cited
Nexus: A Common Substrate for Cluster Computing
2009
18
cited
Clearing the clouds away from the true potential and obstacles posed by this computing capability
8
cited
Review of Cloud Computing Architecture for Social Computing
2012
6
cited
Mesos: Flexible Resource Sharing for the Cloud
Login: The Usenix Magazine · 2011
5
cited
Sotabase
Andrew Konwinski | Researcher Profile | Sotabase | Sotabase