Jianmei Guo

Orcid: 0000-0001-5787-6781

Affiliations:
  • Alibaba Group, Hangzhou, China
  • East China University of Science and Technology, Department of Computer Science and Engineering, Shanghai, China
  • University of Waterloo, Department of Electrical and Computer Engineering, Canada
  • Shanghai Jiao Tong University, Computer Science and Engineering Department, Shanghai, China


According to our database1, Jianmei Guo authored at least 54 papers between 2007 and 2024.

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Bibliography

2024
Efficient Cross-platform Multiplexing of Hardware Performance Counters via Adaptive Grouping.
ACM Trans. Archit. Code Optim., March, 2024

TCSA: Efficient Localization of Busy-Wait Synchronization Bugs for Latency-Critical Applications.
IEEE Trans. Parallel Distributed Syst., February, 2024

2023
A Hotspot-Driven Semi-automated Competitive Analysis Framework for Identifying Compiler Key Optimizations.
Proceedings of the 32nd ACM SIGPLAN International Conference on Compiler Construction, 2023

Hmem: A Holistic Memory Performance Metric for Cloud Computing.
Proceedings of the Benchmarking, Measuring, and Optimizing, 2023

2022
Qore-DL: A QoS-aware joint optimization framework for distributed deep learning training.
J. Syst. Archit., 2022

2021
JPDHeap: A JVM Heap Design for PM-DRAM Memories.
Proceedings of the 58th ACM/IEEE Design Automation Conference, 2021

2020
Efficient Mining Multi-Mers in a Variety of Biological Sequences.
IEEE ACM Trans. Comput. Biol. Bioinform., 2020

Using black-box performance models to detect performance regressions under varying workloads: an empirical study.
Empir. Softw. Eng., 2020

Transferring Pareto Frontiers across Heterogeneous Hardware Environments.
Proceedings of the ICPE '20: ACM/SPEC International Conference on Performance Engineering, 2020

Distance-Based Sampling of Software Configuration Spaces.
Proceedings of the Software Engineering 2020, 2020

CPI for Runtime Performance Measurement: The Good, the Bad, and the Ugly.
Proceedings of the IEEE International Symposium on Workload Characterization, 2020

Large-scale patch recommendation at Alibaba.
Proceedings of the ICSE '20: 42nd International Conference on Software Engineering, Companion Volume, Seoul, South Korea, 27 June, 2020

Precfix: large-scale patch recommendation by mining defect-patch pairs.
Proceedings of the ICSE-SEIP 2020: 42nd International Conference on Software Engineering, Software Engineering in Practice, Seoul, South Korea, 27 June, 2020

2019
SMTIBEA: a hybrid multi-objective optimization algorithm for configuring large constrained software product lines.
Softw. Syst. Model., 2019

A Parallel Framework of Combining Satisfiability Modulo Theory with Indicator-Based Evolutionary Algorithm for Configuring Large and Real Software Product Lines.
Int. J. Softw. Eng. Knowl. Eng., 2019

Mutation with Local Searching and Elite Inheritance Mechanism in Multi-Objective Optimization Algorithm: A Case Study in Software Product Line.
Int. J. Softw. Eng. Knowl. Eng., 2019

Distance-based sampling of software configuration spaces.
Proceedings of the 41st International Conference on Software Engineering, 2019

SafeCheck: safety enhancement of Java unsafe API.
Proceedings of the 41st International Conference on Software Engineering, 2019

2018
A parallel portfolio approach to configuration optimization for large software product lines.
Softw. Pract. Exp., 2018

FastPM: An approach to pattern matching via distributed stream processing.
Inf. Sci., 2018

Data-efficient performance learning for configurable systems.
Empir. Softw. Eng., 2018

Cloud-Scale Java Profiling at Alibaba.
Proceedings of the Companion of the 2018 ACM/SPEC International Conference on Performance Engineering, 2018

Java performance troubleshooting and optimization at alibaba.
Proceedings of the 40th International Conference on Software Engineering: Software Engineering in Practice, 2018

To preserve or not to preserve invalid solutions in search-based software engineering: a case study in software product lines.
Proceedings of the 40th International Conference on Software Engineering, 2018

Combining Constraint Solving with Different MOEAs for Configuring Large Software Product Lines: A Case Study.
Proceedings of the 2018 IEEE 42nd Annual Computer Software and Applications Conference, 2018

2017
基于随机森林算法的推荐系统的设计与实现 (Design and Implementation of Recommender System Based on Random Forest Algorithm).
计算机科学, 2017

Transferring Performance Prediction Models Across Different Hardware Platforms.
Proceedings of the 8th ACM/SPEC on International Conference on Performance Engineering, 2017

Mining K-mers of Various Lengths in Biological Sequences.
Proceedings of the Bioinformatics Research and Applications - 13th International Symposium, 2017

A Worst-Case Analysis of Constraint-Based Algorithms for Exact Multi-objective Combinatorial Optimization.
Proceedings of the Advances in Artificial Intelligence, 2017

Credit evaluation of gas consumers by combining hierarchy analysis with clustering.
Proceedings of the 16th IEEE/ACIS International Conference on Computer and Information Science, 2017

2016
Coevolution of variability models and related software artifacts - A fresh look at evolution patterns in the Linux kernel.
Empir. Softw. Eng., 2016

A mathematical model of performance-relevant feature interactions.
Proceedings of the 20th International Systems and Software Product Line Conference, 2016

2015
Empirical comparison of regression methods for variability-aware performance prediction.
Proceedings of the 19th International Conference on Software Product Line, 2015

Performance Prediction of Configurable Software Systems by Fourier Learning (T).
Proceedings of the 30th IEEE/ACM International Conference on Automated Software Engineering, 2015

Cost-Efficient Sampling for Performance Prediction of Configurable Systems (T).
Proceedings of the 30th IEEE/ACM International Conference on Automated Software Engineering, 2015

2014
Towards system analysis with variability model metrics.
Proceedings of the Eighth International Workshop on Variability Modelling of Software-intensive Systems, 2014

Comparison of exact and approximate multi-objective optimization for software product lines.
Proceedings of the 18th International Software Product Line Conference, 2014

Scaling exact multi-objective combinatorial optimization by parallelization.
Proceedings of the ACM/IEEE International Conference on Automated Software Engineering, 2014

2013
A pattern fusion model for multi-step-ahead CPU load prediction.
J. Syst. Softw., 2013

Feature-oriented software evolution.
Proceedings of the Seventh International Workshop on Variability Modelling of Software-intensive Systems, 2013

Coevolution of variability models and related artifacts: a case study from the Linux kernel.
Proceedings of the 17th International Software Product Line Conference, 2013

Variability-aware performance prediction: A statistical learning approach.
Proceedings of the 2013 28th IEEE/ACM International Conference on Automated Software Engineering, 2013

2012
Model-driven approach to developing domain functional requirements in software product lines.
IET Softw., 2012

Consistency maintenance for evolving feature models.
Expert Syst. Appl., 2012

2011
A genetic algorithm for optimized feature selection with resource constraints in software product lines.
J. Syst. Softw., 2011

2010
Model-Driven Derivation of Domain Functional Requirements from Use Cases.
J. Softw. Eng. Appl., 2010

OWPA: An Ontology-Based Approach to Adaptable Workflow Participant Assignment.
IEICE Trans. Inf. Syst., 2010

Towards Consistent Evolution of Feature Models.
Proceedings of the Software Product Lines: Going Beyond - 14th International Conference, 2010

2008
A Searchable Knowledge Map Based on Ontology.
Proceedings of the Fourth International Conference on Semantics, Knowledge and Grid, 2008

Context-based Integrating Model of Knowledge and Business Processes.
Proceedings of the Fourth International Conference on Semantics, Knowledge and Grid, 2008

A Method to Guarantee Ontology Consistency on Property Range Changes.
Proceedings of the IFIP International Conference on Network and Parallel Computing, 2008

Context modeling for knowledge flow.
Proceedings of the IEEE International Conference on Information Reuse and Integration, 2008

A Service-oriented Integration Model of Knowledge and Business Processes.
Proceedings of the IEEE International Conference on Networking, Sensing and Control, 2008

2007
An Ontology-Based Framework for Building Adaptable Knowledge Management Systems.
Proceedings of the Knowledge Science, 2007


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