Sotabase

Career

· Researcher, Columbia University Software Systems Laboratory (SSL)2024–

Publications (28)

Semi-automatic update of applications in response to library changes
1996 Proceedings of International Conference on Software Maintenance · 1996
142
cited
Sandbox Prefetching: Safe run-time evaluation of aggressive prefetchers
International Symposium on High-Performance Computer Architecture · 2014
131
cited
SPECjvm2008 Performance Characterization
SPEC Benchmark Workshop · 2009
62
cited
Constructing a Non-Linear Model with Neural Networks for Workload Characterization
IEEE International Symposium on Workload Characterization · 2006
41
cited
Characterizing Job Microarchitectural Profiles at Scale: Dataset and Analysis
International Conference on Parallel Processing · 2022
27
cited
Real-time L3 cache simulations using the Programmable Hardware-Assisted Cache Emulator (PHA$E)
IEEE International Conference on Communications · 2003
16
cited
SafeCheck: Safety Enhancement of Java Unsafe API
International Conference on Software Engineering · 2019
13
cited
Detecting resource leaks through dynamical mining of resource usage patterns
2011 IEEE/IFIP 41st International Conference on Dependable Systems and Networks Workshops (DSN-W) · 2011
12
cited
Hierarchical Means: Single Number Benchmarking with Workload Cluster Analysis
IEEE International Symposium on Workload Characterization · 2007
7
cited
Java Performance Troubleshooting and Optimization at Alibaba
2018 IEEE/ACM 40th International Conference on Software Engineering: Software Engineering in Practice Track (ICSE-SEIP) · 2017
6
cited
Performance Optimization in the LLM World 2024
International Conference on Performance Engineering · 2024
6
cited
Characterization of Java/sup TM/ application server workloads
Proceedings of the Fourth Annual IEEE International Workshop on Workload Characterization. WWC-4 (Cat. No.01EX538) · 2001
4
cited
Delivering Quality in Software Performance and Scalability Testing
2011
4
cited
Brewing Analytics Quality for Cloud Performance
arXiv.org · 2015
3
cited
A Stepwise Approach to Software-Hardware Performance Co-optimization Using Design of Experiments
Int. CMG Conference · 2013
2
cited
Cloud-Scale Java Profiling at Alibaba
ICPE Companion · 2018
2
cited
Cultivating Software Performance in Cloud Computing
arXiv.org · 2016
2
cited
Java Performance Mysteries
2016
2
cited
An Empirical Study of Data Mining Code Defect Patterns in Large Software Repositories
2009
1
cited
Engineering Quality in the Robotic World
2012
1
cited
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