Sotabase

Career

· CEO and Co-founder, Databricks2016–
· Adjunct Professor, UC Berkeley2015–
· Researcher / Visiting Scholar, UC Berkeley AMPLab2009–2013
· Postdoctoral Researcher, University of California, Berkeley2009–2015
· Assistant Professor, KTH Royal Institute of Technology2008–2013
· Senior Researcher, Swedish Institute of Computer Science2007–2009
· Co-founder and Adviser, Peerialism AB2006–2011
· PhD in Computer Science, KTH Royal Institute of Technology2002–2006
· MBA in Logistics and Marketing, Mid-Sweden University1997–2002
· MSc in Computer Engineering, Mid-Sweden University1997–2002

Publications (233)

Mesos: A Platform for Fine-Grained Resource Sharing in the Data Center
Symposium on Networked Systems Design and Implementation · 2011
2,029
cited
Apache Spark
Communications of the ACM · 2016
1,558
cited
Spark SQL: Relational Data Processing in Spark
SIGMOD Conference · 2015
1,451
cited
Dominant Resource Fairness: Fair Allocation of Multiple Resource Types
Symposium on Networked Systems Design and Implementation · 2011
1,353
cited
Effective Straggler Mitigation: Attack of the Clones
Symposium on Networked Systems Design and Implementation · 2013
546
cited
Accelerating the Machine Learning Lifecycle with MLflow
IEEE Data Engineering Bulletin · 2018
451
cited
Automatic dimensionality selection from the scree plot via the use of profile likelihood
Computational Statistics & Data Analysis · 2006
433
cited
Less pain, most of the gain: incrementally deployable ICN
Conference on Applications, Technologies, Architectures, and Protocols for Computer Communication · 2013
389
cited
Tachyon: Reliable, Memory Speed Storage for Cluster Computing Frameworks
ACM Symposium on Cloud Computing · 2014
369
cited
PACMan: Coordinated Memory Caching for Parallel Jobs
Symposium on Networked Systems Design and Implementation · 2012
344
cited
Supervised principal component analysis: Visualization, classification and regression on subspaces and submanifolds
Pattern Recognition · 2011
343
cited
Deep learning enables de novo peptide sequencing from data-independent-acquisition mass spectrometry
Nature Methods · 2018
304
cited
Sentiment analysis based on improved pre-trained word embeddings
Expert systems with applications · 2019
292
cited
DyLoRA: Parameter-Efficient Tuning of Pre-trained Models using Dynamic Search-Free Low-Rank Adaptation
Conference of the European Chapter of the Association for Computational Linguistics · 2022
242
cited
Bolt-on causal consistency
ACM SIGMOD Conference · 2013
241
cited
Highly Available Transactions: Virtues and Limitations
Proceedings of the VLDB Endowment · 2013
241
cited
Lakehouse: A New Generation of Open Platforms that Unify Data Warehousing and Advanced Analytics
Conference on Innovative Data Systems Research · 2021
238
cited
Eventual consistency today: limitations, extensions, and beyond
CACM · 2013
231
cited
HTTP as the narrow waist of the future internet
Hotnets-IX · 2010
231
cited
Structured Streaming: A Declarative API for Real-Time Applications in Apache Spark
SIGMOD Conference · 2018
225
cited
Sotabase
Ali Ghodsi | Researcher Profile | Sotabase | Sotabase