Sotabase

Career

· D. Eng, SonicWall2024–
· Head Of Analytics, Banyan2019–2024
· Principal Engineer, Captricity2017–2019
· Distributed Systems Engineer, Illumio2016–2017
· Sr. Staff Engineer, VMware2010–2015
· Postdoctoral Scholar in the RAD Lab, UC Berkeley2008–2010
· Intern, IBM Almaden Research Center2004–2006
· PhD in Computer Science, Columbia University2001–2008
· B.Sc. in Computer Science and Management, University of the West Indies (Cave Hill Campus)1997–2000
· High School Diploma, Harrison College1989–1996

Publications (41)

A view of cloud computing
CACM · 2010
10,602
cited
Above the Clouds: A Berkeley View of Cloud Computing
2009
7,448
cited
The Case for Evaluating MapReduce Performance Using Workload Suites
2011 IEEE 19th Annual International Symposium on Modelling, Analysis, and Simulation of Computer and Telecommunication Systems · 2011
453
cited
MLbase: A Distributed Machine-learning System
Conference on Innovative Data Systems Research · 2013
377
cited
Statistical Machine Learning Makes Automatic Control Practical for Internet Datacenters
USENIX Workshop on Hot Topics in Cloud Computing · 2009
242
cited
Analysis and Lessons from a Publicly Available Google Cluster Trace
2010
154
cited
A control theory foundation for self-managing computing systems
IEEE Journal on Selected Areas in Communications · 2005
121
cited
Zoolander: Efficiently Meeting Very Strict, Low-Latency SLOs
International Conference on Automation and Computing · 2013
78
cited
Rain: A Workload Generation Toolkit for Cloud Computing Applications
2010
73
cited
vPerfGuard: an automated model-driven framework for application performance diagnosis in consolidated cloud environments
International Conference on Performance Engineering · 2013
73
cited
Automatic exploration of datacenter performance regimes
Workshop on Automated Control for Datacenters and Clouds · 2009
54
cited
Runtime Vertical Scaling of Virtualized Applications via Online Model Estimation
2014 IEEE Eighth International Conference on Self-Adaptive and Self-Organizing Systems · 2014
50
cited
Towards Understanding Cloud Performance Tradeoffs Using Statistical Workload Analysis and Replay
2010
50
cited
Understanding TCP Incast and Its Implications for Big Data Workloads
Login: The Usenix Magazine · 2012
42
cited
Application-driven dynamic vertical scaling of virtual machines in resource pools
IEEE/IFIP Network Operations and Management Symposium · 2014
40
cited
Ripcord: a modular platform for data center networking
Conference on Applications, Technologies, Architectures, and Protocols for Computer Communication · 2010
35
cited
Proactive Memory Scaling of Virtualized Applications
IEEE International Conference on Cloud Computing · 2015
21
cited
Towards Self-adaptable Monitoring Framework for Self-healing
CoreGRID Workshop on Grid Middleware · 2008
20
cited
Adding Self-healing capabilities to the Common Language Runtime
2005
18
cited
A Runtime Adaptation Framework for Native C and Bytecode Applications
International Conference on Automation and Computing · 2006
18
cited
Sotabase
Rean Griffith | Researcher Profile | Sotabase | Sotabase