Lag, drag, void and use—heap profiling and space-efficient compilation revisited
Proceedings of the first ACM SIGPLAN international conference on Functional programming
A fast algorithm for finding dominators in a flowgraph
ACM Transactions on Programming Languages and Systems (TOPLAS)
Eclipse Modeling Framework
Checking ownership and confinement: Research Articles
Concurrency and Computation: Practice & Experience - Formal Techniques for Java-like Programs
Cork: dynamic memory leak detection for garbage-collected languages
Proceedings of the 34th annual ACM SIGPLAN-SIGACT symposium on Principles of programming languages
Heap analysis in the presence of collection libraries
PASTE '07 Proceedings of the 7th ACM SIGPLAN-SIGSOFT workshop on Program analysis for software tools and engineering
The causes of bloat, the limits of health
Proceedings of the 22nd annual ACM SIGPLAN conference on Object-oriented programming systems and applications
Object ownership profiling: a technique for finding and fixing memory leaks
Proceedings of the twenty-second IEEE/ACM international conference on Automated software engineering
Precise memory leak detection for java software using container profiling
Proceedings of the 30th international conference on Software engineering
Systematically refactoring inheritance to delegation in java
Proceedings of the 30th international conference on Software engineering
Proceedings of the 16th ACM SIGSOFT International Symposium on Foundations of software engineering
Shape analysis for composite data structures
CAV'07 Proceedings of the 19th international conference on Computer aided verification
The runtime structure of object ownership
ECOOP'06 Proceedings of the 20th European conference on Object-Oriented Programming
Analyzing security architectures
Proceedings of the IEEE/ACM international conference on Automated software engineering
A dynamic evaluation of the precision of static heap abstractions
Proceedings of the ACM international conference on Object oriented programming systems languages and applications
Heapviz: interactive heap visualization for program understanding and debugging
Proceedings of the 5th international symposium on Software visualization
A map of the heap: revealing design abstractions in runtime structures
Proceedings of the 5th international symposium on Software visualization
Proceedings of the FSE/SDP workshop on Future of software engineering research
Tracking data structures for postmortem analysis (NIER track)
Proceedings of the 33rd International Conference on Software Engineering
LeakChaser: helping programmers narrow down causes of memory leaks
Proceedings of the 32nd ACM SIGPLAN conference on Programming language design and implementation
Patterns of memory inefficiency
Proceedings of the 25th European conference on Object-oriented programming
Reuse, recycle to de-bloat software
Proceedings of the 25th European conference on Object-oriented programming
Proceedings of the 33rd ACM SIGPLAN conference on Programming Language Design and Implementation
Does lean imply green?: a study of the power performance implications of Java runtime bloat
Proceedings of the 12th ACM SIGMETRICS/PERFORMANCE joint international conference on Measurement and Modeling of Computer Systems
Finding reusable data structures
Proceedings of the ACM international conference on Object oriented programming systems languages and applications
A bloat-aware design for big data applications
Proceedings of the 2013 international symposium on memory management
Proceedings of the 2013 International Symposium on Software Testing and Analysis
Precise memory leak detection for java software using container profiling
ACM Transactions on Software Engineering and Methodology (TOSEM) - In memoriam, fault detection and localization, formal methods, modeling and design
Resurrector: a tunable object lifetime profiling technique for optimizing real-world programs
Proceedings of the 2013 ACM SIGPLAN international conference on Object oriented programming systems languages & applications
CoCo: sound and adaptive replacement of java collections
ECOOP'13 Proceedings of the 27th European conference on Object-Oriented Programming
Modular reasoning about heap paths via effectively propositional formulas
Proceedings of the 41st ACM SIGPLAN-SIGACT Symposium on Principles of Programming Languages
High volumes of event stream indexing and efficient multi-keyword searching for cloud monitoring
Future Generation Computer Systems
String deduplication for Java-based middleware in virtualized environments
Proceedings of the 10th ACM SIGPLAN/SIGOPS international conference on Virtual execution environments
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It is common for large-scale Java applications to suffer memory problems, whether inefficient designs that impede scalability, or lifetime bugs such as leaks. Making sense of heaps with many millions of objects is difficult given the extensive layering, framework reuse, and shared ownership in current applications. We present Yeti, a tool that summarizes memory usage to uncover the costs of design decisions, rather than of lower-level artifacts as in traditional tools, making it possible to quickly identify and remediate problems. Yeti employs three progressive abstractions and corresponding visualizations: it identifies costly groups of objects that collectively perform a function, recovers a logical data model for each, and summarizes the implementation of each model entity and relationship. Yeti is used by development and service teams within IBM, and has been effective in solving numerous problems. Through case studies we demonstrate how these abstractions help solve common categories of problems.