Abstract
J-Cell aims at providing a single system image (SSI) in clusters of heterogeneous many-core processors. The project’s fully decentralized runtime environment is designed to hide the underlying hardware complexity, provide robustness in face of hardware failures, and allow applications to scale across a large number of processor cores.
J-Cell is built around the concept of globally accessible objects (GAOs), which can float freely in the system, and which encapsulate all the application state, including the thread’s execution contexts. A transaction-based consistency mechanism hides the synchronization latencies. The transaction system’s versioning approach also provides the redundancy that guards against failing processor nodes.
First results from simulation studies are encouraging. An actual implementation of the entire system is ongoing work.
Access this chapter
Tax calculation will be finalised at checkout
Purchases are for personal use only
References
Bieniusa, A., Eickhold, J., Fuhrmann, T.: The Architecture of the DecentVM – Towards a Decentralized Virtual Machine for Many-Core Computing. In: Proceedings of the 4th Workshop on Virtual Machines and Intermediate Languages (VMIL) (2010)
Bieniusa, A., Fuhrmann, T.: Consistency in hindsight: A fully decentralized STM algorithm. In Proceedings of the 24th IEEE International Symposium on Parallel & Distributed Processing (IPDPS) (2010)
Bonér, J., Kuleshov, E.: Clustering the Java virtual machine using aspect-oriented programming. In Proceedings of the 6th Intl. Conf. on Aspect-Oriented Software Development (AOSD) (2007)
Fang, W., Wang, C.-L., Lau, F.C.M.: On the design of global object space for efficient multi-threading Java computing on clusters. Parallel Comput. 29(11–12), 1563–1587 (2003)
Haumacher, B., Moschny, T., Reuter, J., Tichy, W.F.: Transparent distributed threads for Java. In Proceedings of the 17th International Parallel and Distributed Processing Symposium (IPDPS) (2003)
Liu, J., George, M.D., Xin Qi, K.V., Waye, L., Myers, A.C.: Fabric: A platform for secure distributed computation and storage. In: Proceedings of the 22nd ACM Symposium on Operating systems principles (SIGOPS), pp. 321–334 (2009)
McIlroy, R., Sventek, J.: Hera-JVM: Abstracting processor heterogeneity behind a virtual machine. In Proceedings of 12th Conference on Hot Topics in Operating Systems (HotOS), (2009)
Noll, A., Gal, A., Franz, M.: CellVM: A homogeneous virtual machine runtime system for a heterogeneous single-chip multiprocessor. In Proceedings of the Workshop on Cell Systems and Applications, (2008)
Posselt, S.-A.: Design of a reliable, fully decentralized software transactional memory protocol. Diplomarbeit, Technische Universität München (2010)
Quitadamo, R., Cabri, G., Leonardi, L.: Mobile JikesRVM: A framework to support transparent Java thread migration. Sci. Comput. Program. 70(2–3), 221–240 (2008)
Rarey, M., Dixon, J.S.: Feature trees: a new molecular similarity measure based on tree matching. J. Computer Aided Mol. Des. 12(5), 471–490 (1998)
Saballus, B., Fuhrmann, T.: A decentralized object location and retrieval algorithm for distributed runtime environments. Technical report, Technische Universität München (2010)
Acknowledgements
The J-Cell project is funded by the Bundesministerium für Bildung und Forschung (BmBF) under grant number 01IH08011. I would like to thank all our project partners (Universität Freiburg and BioSolveIT GmbH) and associated partners (IBM Deutschland Research & Development GmbH, Intel Microprocessor & Programming Research Lab, and MicroDoc GmbH) for their support. I am particularly grateful to the project’s PhD students Annette Bieniusa, Benedikt Elser, Bernhard Amann, Björn Saballus, and Stephan-Alexander Posselt.
Author information
Authors and Affiliations
Corresponding author
Editor information
Editors and Affiliations
Rights and permissions
Copyright information
© 2011 Springer-Verlag Berlin Heidelberg
About this paper
Cite this paper
Fuhrmann, T. (2011). The J-Cell Project: Developing a Scalable and Robust Runtime Environment for Heterogeneous Many-Core Processors. In: Bischof, C., Hegering, HG., Nagel, W., Wittum, G. (eds) Competence in High Performance Computing 2010. Springer, Berlin, Heidelberg. https://doi.org/10.1007/978-3-642-24025-6_3
Download citation
DOI: https://doi.org/10.1007/978-3-642-24025-6_3
Published:
Publisher Name: Springer, Berlin, Heidelberg
Print ISBN: 978-3-642-24024-9
Online ISBN: 978-3-642-24025-6
eBook Packages: Computer ScienceComputer Science (R0)