DMTCP: Transparent Checkpointing for Cluster Computations and the Desktop
Author(s)Arya, Kapil; Cooperman, Gene; Ansel, Jason Andrew
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DMTCP (Distributed MultiThreaded CheckPointing) is a transparent user-level checkpointing package for distributed applications. Checkpointing and restart is demonstrated for a wide range of over 20 well known applications, including MATLAB, Python, TightVNC, MPICH2, OpenMPI, and runCMS. RunCMS runs as a 680 MB image in memory that includes 540 dynamic libraries, and is used for the CMS experiment of the Large Hadron Collider at CERN. DMTCP transparently checkpoints general cluster computations consisting of many nodes, processes, and threads; as well as typical desktop applications. On 128 distributed cores (32 nodes), checkpoint and restart times are typically 2 seconds, with negligible run-time overhead. Typical checkpoint times are reduced to 0.2 seconds when using forked checkpointing. Experimental results show that checkpoint time remains nearly constant as the number of nodes increases on a medium-size cluster. DMTCP automatically accounts for fork, exec, ssh, mutexes/semaphores, TCP/IP sockets, UNIX domain sockets, pipes, ptys (pseudo-terminals), terminal modes, ownership of controlling terminals, signal handlers, open file descriptors, shared open file descriptors, I/O (including the readline library), shared memory (via mmap), parent-child process relationships, pid virtualization, and other operating system artifacts. By emphasizing an unprivileged, user-space approach, compatibility is maintained across Linux kernels from 2.6.9 through the current 2.6.28. Since DMTCP is unprivileged and does not require special kernel modules or kernel patches, DMTCP can be incorporated and distributed as a checkpoint-restart module within some larger package.
DepartmentMassachusetts Institute of Technology. Computer Science and Artificial Intelligence Laboratory
IEEE International Symposium on Parallel & Distributed Processing, 2009. IPDPS 2009
Institute of Electrical and Electronics Engineers
Ansel, J., K. Arya, and G. Cooperman. “DMTCP: Transparent checkpointing for cluster computations and the desktop.” Parallel & Distributed Processing, 2009. IPDPS 2009. IEEE International Symposium on. 2009. 1-12. © 2009 Institute of Electrical and Electronics Engineers.
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INSPEC Accession Number: 10761779