Profile guided code positioning
PLDI '90 Proceedings of the ACM SIGPLAN 1990 conference on Programming language design and implementation
Using profile information to assist classic code optimizations
Software—Practice & Experience
Flow-sensitive interprocedural constant propagation
PLDI '95 Proceedings of the ACM SIGPLAN 1995 conference on Programming language design and implementation
Dynamic feedback: an effective technique for adaptive computing
Proceedings of the ACM SIGPLAN 1997 conference on Programming language design and implementation
ProfileMe: hardware support for instruction-level profiling on out-of-order processors
MICRO 30 Proceedings of the 30th annual ACM/IEEE international symposium on Microarchitecture
Resource-sensitive profile-directed data flow analysis for code optimization
MICRO 30 Proceedings of the 30th annual ACM/IEEE international symposium on Microarchitecture
Dynamo: a transparent dynamic optimization system
PLDI '00 Proceedings of the ACM SIGPLAN 2000 conference on Programming language design and implementation
Adaptive optimization in the Jalapeño JVM
OOPSLA '00 Proceedings of the 15th ACM SIGPLAN conference on Object-oriented programming, systems, languages, and applications
High-level adaptive program optimization with ADAPT
PPoPP '01 Proceedings of the eighth ACM SIGPLAN symposium on Principles and practices of parallel programming
Profile-directed optimization of event-based programs
PLDI '02 Proceedings of the ACM SIGPLAN 2002 Conference on Programming language design and implementation
Retargetable and reconfigurable software dynamic translation
Proceedings of the international symposium on Code generation and optimization: feedback-directed and runtime optimization
Dynamic trace selection using performance monitoring hardware sampling
Proceedings of the international symposium on Code generation and optimization: feedback-directed and runtime optimization
An infrastructure for adaptive dynamic optimization
Proceedings of the international symposium on Code generation and optimization: feedback-directed and runtime optimization
Interprocedural Array Remapping
PACT '97 Proceedings of the 1997 International Conference on Parallel Architectures and Compilation Techniques
The Performance of Runtime Data Cache Prefetching in a Dynamic Optimization System
Proceedings of the 36th annual IEEE/ACM International Symposium on Microarchitecture
Interprocedural constant propagation
ACM SIGPLAN Notices - Best of PLDI 1979-1999
Prefetch injection based on hardware monitoring and object metadata
Proceedings of the ACM SIGPLAN 2004 conference on Programming language design and implementation
CQoS: a framework for enabling QoS in shared caches of CMP platforms
Proceedings of the 18th annual international conference on Supercomputing
Effectively sharing a cache among threads
Proceedings of the sixteenth annual ACM symposium on Parallelism in algorithms and architectures
Fair Cache Sharing and Partitioning in a Chip Multiprocessor Architecture
Proceedings of the 13th International Conference on Parallel Architectures and Compilation Techniques
Predicting Inter-Thread Cache Contention on a Chip Multi-Processor Architecture
HPCA '05 Proceedings of the 11th International Symposium on High-Performance Computer Architecture
Design and evaluation of dynamic optimizations for a Java just-in-time compiler
ACM Transactions on Programming Languages and Systems (TOPLAS)
A NUCA substrate for flexible CMP cache sharing
Proceedings of the 19th annual international conference on Supercomputing
Online performance analysis by statistical sampling of microprocessor performance counters
Proceedings of the 19th annual international conference on Supercomputing
An Event-Driven Multithreaded Dynamic Optimization Framework
Proceedings of the 14th International Conference on Parallel Architectures and Compilation Techniques
Dynamic Helper Threaded Prefetching on the Sun UltraSPARC CMP Processor
Proceedings of the 38th annual IEEE/ACM International Symposium on Microarchitecture
A Self-Repairing Prefetcher in an Event-Driven Dynamic Optimization Framework
Proceedings of the International Symposium on Code Generation and Optimization
Architectural support for operating system-driven CMP cache management
Proceedings of the 15th international conference on Parallel architectures and compilation techniques
An approach toward profit-driven optimization
ACM Transactions on Architecture and Code Optimization (TACO)
Proceedings of the 39th Annual IEEE/ACM International Symposium on Microarchitecture
Scheduling threads for constructive cache sharing on CMPs
Proceedings of the nineteenth annual ACM symposium on Parallel algorithms and architectures
Proceedings of the 34th annual international symposium on Computer architecture
Online optimizations driven by hardware performance monitoring
Proceedings of the 2007 ACM SIGPLAN conference on Programming language design and implementation
Evaluating Indirect Branch Handling Mechanisms in Software Dynamic Translation Systems
Proceedings of the International Symposium on Code Generation and Optimization
Rapidly Selecting Good Compiler Optimizations using Performance Counters
Proceedings of the International Symposium on Code Generation and Optimization
QoS policies and architecture for cache/memory in CMP platforms
Proceedings of the 2007 ACM SIGMETRICS international conference on Measurement and modeling of computer systems
Cooperative cache partitioning for chip multiprocessors
Proceedings of the 21st annual international conference on Supercomputing
CASES '07 Proceedings of the 2007 international conference on Compilers, architecture, and synthesis for embedded systems
Detecting Change in Program Behavior for Adaptive Optimization
PACT '07 Proceedings of the 16th International Conference on Parallel Architecture and Compilation Techniques
The mapping collector: virtual memory support for generational, parallel, and concurrent compaction
Proceedings of the 13th international conference on Architectural support for programming languages and operating systems
Exploring locking & partitioning for predictable shared caches on multi-cores
Proceedings of the 45th annual Design Automation Conference
Analysis and approximation of optimal co-scheduling on chip multiprocessors
Proceedings of the 17th international conference on Parallel architectures and compilation techniques
HiPEAC '09 Proceedings of the 4th International Conference on High Performance Embedded Architectures and Compilers
Quick and Practical Run-Time Evaluation of Multiple Program Optimizations
Transactions on High-Performance Embedded Architectures and Compilers I
Dynamic prediction of collection yield for managed runtimes
Proceedings of the 14th international conference on Architectural support for programming languages and operating systems
Proceedings of the 41st annual IEEE/ACM International Symposium on Microarchitecture
FlexDCP: a QoS framework for CMP architectures
ACM SIGOPS Operating Systems Review
Rate-based QoS techniques for cache/memory in CMP platforms
Proceedings of the 23rd international conference on Supercomputing
Scenario Based Optimization: A Framework for Statically Enabling Online Optimizations
Proceedings of the 7th annual IEEE/ACM International Symposium on Code Generation and Optimization
Contention aware execution: online contention detection and response
Proceedings of the 8th annual IEEE/ACM international symposium on Code generation and optimization
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Achieving effective online adaptation for natively executed applications has proved quite challenging and to date has not been widely adopted. Traditionally, to enable online adaptation for native binary applications, a run-time layer is added that virtualizes the execution of the application by performing dynamic binary to binary translation. This virtual layer injects trampolines and instrumentation into the translated code to maintain control of the application. This approach adds significant overhead and complexity to the application, discouraging its use for online adaptation in commercial deployments and particularly in the modern datacenter computing domain. In this work we present a new lightweight paradigm for online adaptation that leverages current microarchitectural advances to efficiently enable online monitoring and adaptation without the complexity of binary translation or fine-grain instrumentation. Our methodology takes advantage of the ubiquitous hardware performance monitors present in modern chip micro-architectures to dynamically monitor micro-architectural events and application behavior with negligible overhead. By leveraging these capabilities to develop an innovative lightweight online adaptation framework (Loaf) we are able to address a number of important real-world online adaptation problems.