Profile guided code positioning
PLDI '90 Proceedings of the ACM SIGPLAN 1990 conference on Programming language design and implementation
Making pure object-oriented languages practical
OOPSLA '91 Conference proceedings on Object-oriented programming systems, languages, and applications
Using profile information to assist classic code optimizations
Software—Practice & Experience
The design and implementation of the self compiler, an optimizing compiler for object-oriented programming languages
The superblock: an effective technique for VLIW and superscalar compilation
The Journal of Supercomputing - Special issue on instruction-level parallelism
Accurate static estimators for program optimization
PLDI '94 Proceedings of the ACM SIGPLAN 1994 conference on Programming language design and implementation
Optimally profiling and tracing programs
ACM Transactions on Programming Languages and Systems (TOPLAS)
Profile-guided receiver class prediction
Proceedings of the tenth annual conference on Object-oriented programming systems, languages, and applications
Reconciling responsiveness with performance in pure object-oriented languages
ACM Transactions on Programming Languages and Systems (TOPLAS)
Dynamic feedback: an effective technique for adaptive computing
Proceedings of the ACM SIGPLAN 1997 conference on Programming language design and implementation
Proceedings of the ACM SIGPLAN 1997 conference on Programming language design and implementation
Continuous profiling: where have all the cycles gone?
Proceedings of the sixteenth ACM symposium on Operating systems principles
Complete removal of redundant expressions
PLDI '98 Proceedings of the ACM SIGPLAN 1998 conference on Programming language design and implementation
Improving data-flow analysis with path profiles
PLDI '98 Proceedings of the ACM SIGPLAN 1998 conference on Programming language design and implementation
Dynamic specialization in the Fabius system
ACM Computing Surveys (CSUR) - Special issue: electronic supplement to the September 1998 issue
Efficient incremental run-time specialization for free
Proceedings of the ACM SIGPLAN 1999 conference on Programming language design and implementation
An evaluation of staged run-time optimizations in DyC
Proceedings of the ACM SIGPLAN 1999 conference on Programming language design and implementation
Proceedings of the 14th ACM SIGPLAN conference on Object-oriented programming, systems, languages, and applications
Dynamo: a transparent dynamic optimization system
PLDI '00 Proceedings of the ACM SIGPLAN 2000 conference on Programming language design and implementation
Practicing JUDO: Java under dynamic optimizations
PLDI '00 Proceedings of the ACM SIGPLAN 2000 conference on Programming language design and implementation
A comparative study of static and profile-based heuristics for inlining
DYNAMO '00 Proceedings of the ACM SIGPLAN workshop on Dynamic and adaptive compilation and optimization
Adaptive optimization in the Jalapeño JVM
OOPSLA '00 Proceedings of the 15th ACM SIGPLAN conference on Object-oriented programming, systems, languages, and applications
Calpa: a tool for automating selective dynamic compilation
Proceedings of the 33rd annual ACM/IEEE international symposium on Microarchitecture
A framework for reducing the cost of instrumented code
Proceedings of the ACM SIGPLAN 2001 conference on Programming language design and implementation
Efficient representations and abstractions for quantifying and exploiting data reference locality
Proceedings of the ACM SIGPLAN 2001 conference on Programming language design and implementation
Efficient and flexible value sampling
ASPLOS IX Proceedings of the ninth international conference on Architectural support for programming languages and operating systems
Software profiling for hot path prediction: less is more
ASPLOS IX Proceedings of the ninth international conference on Architectural support for programming languages and operating systems
Rapid profiling via stratified sampling
ISCA '01 Proceedings of the 28th annual international symposium on Computer architecture
A study of exception handling and its dynamic optimization in Java
OOPSLA '01 Proceedings of the 16th ACM SIGPLAN conference on Object-oriented programming, systems, languages, and applications
Partial method compilation using dynamic profile information
OOPSLA '01 Proceedings of the 16th ACM SIGPLAN conference on Object-oriented programming, systems, languages, and applications
A dynamic optimization framework for a Java just-in-time compiler
OOPSLA '01 Proceedings of the 16th ACM SIGPLAN conference on Object-oriented programming, systems, languages, and applications
Dynamic hot data stream prefetching for general-purpose programs
PLDI '02 Proceedings of the ACM SIGPLAN 2002 Conference on Programming language design and implementation
Managing multi-configuration hardware via dynamic working set analysis
ISCA '02 Proceedings of the 29th annual international symposium on Computer architecture
Thin Guards: A Simple and Effective Technique for Reducing the Penalty of Dynamic Class Loading
ECOOP '02 Proceedings of the 16th European Conference on Object-Oriented Programming
An Empirical Study of Method In-lining for a Java Just-in-Time Compiler
Proceedings of the 2nd Java Virtual Machine Research and Technology Symposium
Continuous program optimization
Continuous program optimization
IBM Systems Journal
The java hotspotTM server compiler
JVM'01 Proceedings of the 2001 Symposium on JavaTM Virtual Machine Research and Technology Symposium - Volume 1
Evaluating inlining techniques
Computer Languages
Dynamic profiling and trace cache generation
Proceedings of the international symposium on Code generation and optimization: feedback-directed and runtime optimization
A region-based compilation technique for a Java just-in-time compiler
PLDI '03 Proceedings of the ACM SIGPLAN 2003 conference on Programming language design and implementation
Effectiveness of cross-platform optimizations for a java just-in-time compiler
OOPSLA '03 Proceedings of the 18th annual ACM SIGPLAN conference on Object-oriented programing, systems, languages, and applications
Virtual machine support for dynamic join points
Proceedings of the 3rd international conference on Aspect-oriented software development
When and what to compile/optimize in a virtual machine?
ACM SIGPLAN Notices
Jazzing up JVMs with off-line profile data: does it pay?
ACM SIGPLAN Notices
Method-level phase behavior in java workloads
OOPSLA '04 Proceedings of the 19th annual ACM SIGPLAN conference on Object-oriented programming, systems, languages, and applications
Design and evaluation of dynamic optimizations for a Java just-in-time compiler
ACM Transactions on Programming Languages and Systems (TOPLAS)
SESS '05 Proceedings of the 2005 workshop on Software engineering for secure systems—building trustworthy applications
Improving virtual machine performance using a cross-run profile repository
OOPSLA '05 Proceedings of the 20th annual ACM SIGPLAN conference on Object-oriented programming, systems, languages, and applications
Runtime specialization with optimistic heap analysis
OOPSLA '05 Proceedings of the 20th annual ACM SIGPLAN conference on Object-oriented programming, systems, languages, and applications
Mixed mode execution with context threading
CASCON '05 Proceedings of the 2005 conference of the Centre for Advanced Studies on Collaborative research
A region-based compilation technique for dynamic compilers
ACM Transactions on Programming Languages and Systems (TOPLAS)
Online Phase Detection Algorithms
Proceedings of the International Symposium on Code Generation and Optimization
Phase-based visualization and analysis of Java programs
Science of Computer Programming - Special issue: Principles and practices of programming in Java (PPPJ 2004)
Adapting virtual machine techniques for seamless aspect support
Proceedings of the 21st annual ACM SIGPLAN conference on Object-oriented programming systems, languages, and applications
Software—Practice & Experience
Online optimizations driven by hardware performance monitoring
Proceedings of the 2007 ACM SIGPLAN conference on Programming language design and implementation
Design, implementation, and evaluation of a compilation server
ACM Transactions on Programming Languages and Systems (TOPLAS)
Using hardware performance monitors to understand the behavior of java applications
VM'04 Proceedings of the 3rd conference on Virtual Machine Research And Technology Symposium - Volume 3
Towards dynamic interprocedural analysis in JVMs
VM'04 Proceedings of the 3rd conference on Virtual Machine Research And Technology Symposium - Volume 3
Proceedings of the the 6th joint meeting of the European software engineering conference and the ACM SIGSOFT symposium on The foundations of software engineering
The 6th Joint Meeting on European software engineering conference and the ACM SIGSOFT symposium on the foundations of software engineering: companion papers
Statistically rigorous java performance evaluation
Proceedings of the 22nd annual ACM SIGPLAN conference on Object-oriented programming systems and applications
Virtual machine showdown: Stack versus registers
ACM Transactions on Architecture and Code Optimization (TACO)
PEAK—a fast and effective performance tuning system via compiler optimization orchestration
ACM Transactions on Programming Languages and Systems (TOPLAS)
Cole: compiler optimization level exploration
Proceedings of the 6th annual IEEE/ACM international symposium on Code generation and optimization
Jolt: lightweight dynamic analysis and removal of object churn
Proceedings of the 23rd ACM SIGPLAN conference on Object-oriented programming systems languages and applications
Performance profiling with EndoScope, an acquisitional software monitoring framework
Proceedings of the VLDB Endowment
Statistically Analyzing Execution Variance for Soft Real-Time Applications
Languages and Compilers for Parallel Computing
Blind Optimization for Exploiting Hardware Features
CC '09 Proceedings of the 18th International Conference on Compiler Construction: Held as Part of the Joint European Conferences on Theory and Practice of Software, ETAPS 2009
Cross-Input Learning and Discriminative Prediction in Evolvable Virtual Machines
Proceedings of the 7th annual IEEE/ACM International Symposium on Code Generation and Optimization
Pattern-driven deadlock avoidance
Proceedings of the 7th Workshop on Parallel and Distributed Systems: Testing, Analysis, and Debugging
Novel online profiling for virtual machines
Proceedings of the 6th ACM SIGPLAN/SIGOPS international conference on Virtual execution environments
Automated just-in-time compiler tuning
Proceedings of the 8th annual IEEE/ACM international symposium on Code generation and optimization
A cost-aware parallel workload allocation approach based on machine learning techniques
NPC'07 Proceedings of the 2007 IFIP international conference on Network and parallel computing
An input-centric paradigm for program dynamic optimizations
Proceedings of the ACM international conference on Object oriented programming systems languages and applications
SPUR: a trace-based JIT compiler for CIL
Proceedings of the ACM international conference on Object oriented programming systems languages and applications
Pervasive parallelism for managed runtimes
HotPar'11 Proceedings of the 3rd USENIX conference on Hot topic in parallelism
A step towards transparent integration of input-consciousness into dynamic program optimizations
Proceedings of the 2011 ACM international conference on Object oriented programming systems languages and applications
A microbenchmark case study and lessons learned
Proceedings of the compilation of the co-located workshops on DSM'11, TMC'11, AGERE!'11, AOOPES'11, NEAT'11, & VMIL'11
A modular approach to on-stack replacement in LLVM
Proceedings of the 9th ACM SIGPLAN/SIGOPS international conference on Virtual execution environments
Rigorous benchmarking in reasonable time
Proceedings of the 2013 international symposium on memory management
Exploring single and multilevel JIT compilation policy for modern machines 1
ACM Transactions on Architecture and Code Optimization (TACO)
Proceedings of the 19th international conference on Architectural support for programming languages and operating systems
An Infrastructure for Tackling Input-Sensitivity of GPU Program Optimizations
International Journal of Parallel Programming
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This paper describes the implementation of an online feedback-directed optimization system. The system is fully automatic; it requires no prior (offline) profiling run. It uses a previously developed low-overhead instrumentation sampling framework to collect control flow graph edge profiles. This profile information is used to drive several traditional optimizations, as well as a novel algorithm for performing feedback-directed control flow graph node splitting. We empirically evaluate this system and demonstrate improvements in peak performance of up to 17% while keeping overhead low, with no individual execution being degraded by more than 2% because of instrumentation.