A framework for reducing the cost of instrumented code
Proceedings of the ACM SIGPLAN 2001 conference on Programming language design and implementation
A Runtime Monitoring Framework for the TAU Profiling System
ISCOPE '99 Proceedings of the Third International Symposium on Computing in Object-Oriented Parallel Environments
OOPSLA '04 Proceedings of the 19th annual ACM SIGPLAN conference on Object-oriented programming, systems, languages, and applications
PPerfGrid: A Grid Services-based Tool for the Exchange of Heterogeneous Parallel Performance Data
IPDPS '05 Proceedings of the 19th IEEE International Parallel and Distributed Processing Symposium (IPDPS'05) - Workshop 4 - Volume 05
An API for Runtime Code Patching
International Journal of High Performance Computing Applications
Performance metrics and ontology for describing performance data of grid workflows
CCGRID '05 Proceedings of the Fifth IEEE International Symposium on Cluster Computing and the Grid - Volume 01
Performance analysis for distributed and parallel Java programs with Aksum
CCGRID '05 Proceedings of the Fifth IEEE International Symposium on Cluster Computing and the Grid (CCGrid'05) - Volume 2 - Volume 02
SCALEA-G: A unified monitoring and performance analysis system for the grid
Scientific Programming - AxGrids 2004
Workflow-based Grid applications
Future Generation Computer Systems
The monitoring request interface (MRI)
IPDPS'06 Proceedings of the 20th international conference on Parallel and distributed processing
Towards distributed monitoring and performance analysis services in the k-wfgrid project
PPAM'05 Proceedings of the 6th international conference on Parallel Processing and Applied Mathematics
Fine-Grained instrumentation and monitoring of legacy applications in a service-oriented environment
ICCS'06 Proceedings of the 6th international conference on Computational Science - Volume Part II
Performance metrics and ontologies for Grid workflows
Future Generation Computer Systems
Monitoring of Grid scientific workflows
Scientific Programming - Large-Scale Programming Tools and Environments
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Grid workflows are very often composed of multilingual applications Monitoring such multilingual workflows in the Grid requires an instrumentation infrastructure that is capable of dealing with workflow components implemented in different programming languages Moreover, Grid workflows introduce multiple levels of abstraction and all levels must be taken into account in order to understand the performance behaviour of a workflow As a result, any instrumentation infrastructure for Grid workflows should assist the user/tool to conduct the monitoring and analysis at multiple levels of abstraction This paper presents a novel instrumentation infrastructure for Grid services that addresses the above-mentioned issues by supporting the instrumentation of multilingual Grid workflows at multiple levels of abstraction using a unified, highly interoperable interface.