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About Job Chunking
LSF supports job chunking, where jobs with similar resource requirements submitted by the same user are grouped together for dispatch. The CHUNK_JOB_SIZE parameter in
lsb.queuesspecifies the maximum number of jobs allowed to be dispatched together in a chunk job.Job chunking can have the following advantages:
- Reduces communication between
sbatchdandmbatchd, and scheduling overhead inmbatchd- Increases job throughput in
mbatchdand more balanced CPU utilization on the execution hostsAll of the jobs in the chunk are dispatched as a unit rather than individually. Job execution is sequential, but each chunk job member is not necessarily executed in the order it was submitted.
Chunk job candidates
Jobs with the following characteristics are typical candidates for job chunking:
- Take between 1 and 2 minutes to run
- All require the same resource (for example a software license or a specific amount of memory)
- Do not specify a beginning time (
bsub -b) or termination time (bsub -t)Running jobs with these characteristics in normal queues can under-utilize resources because LSF spends more time scheduling and dispatching the jobs than actually running them.
Configuring a special high-priority queue for short jobs is not desirable because users may be tempted to send all of their jobs to this queue, knowing that it has high priority.
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Configuring a Chunk Job Dispatch
CHUNK_JOB_SIZE (lsb.queues)
To configure a queue to dispatch chunk jobs, specify the CHUNK_JOB_SIZE parameter in the queue definition in
lsb.queues.For example, the following configures a queue named
chunk, which dispatches up to 4 jobs in a chunk:Begin Queue QUEUE_NAME = chunk PRIORITY = 50 CHUNK_JOB_SIZE = 4 End QueueAfter adding CHUNK_JOB_SIZE to
lsb.queues, usebadmin reconfigto reconfigure your cluster.By default, CHUNK_JOB_SIZE is not enabled.
Throughput can deteriorate if the chunk job size is too big. Performance may decrease on queues with CHUNK_JOB_SIZE greater than 30. You should evaluate the chunk job size on your own systems for best performance.
CHUNK_JOB_DURATION (lsb.params)
If CHUNK_JOB_DURATION is set in
lsb.params, jobs submitted to a chunk job queue are only chunked if the job has a CPU limit or run limit set in the queue (CPULIMIT or RUNLMIT) or specified at job submission (-cor-Wbsuboptions) that is less than or equal to the value of CHUNK_JOB_DURATION.Jobs are not chunked if:
- CPU limit or a run limit is greater than the value of CHUNK_JOB_DURATION.
or
- No CPU limit and no run limit are specified in the queue (CPULIMIT and RUNLIMIT) or at job submission (
-cor-Wbsuboptions).The value of CHUNK_JOB_DURATION is displayed by
bparams -l.After adding CHUNK_JOB_DURATION to
lsb.params, usebadmin reconfigto reconfigure your cluster.By default, CHUNK_JOB_DURATION is not enabled.
Restrictions on chunk job queues
CHUNK_JOB_SIZE is ignored and jobs are not chunked for the following queues:
- Interactive (INTERACTIVE = ONLY parameter)
- CPU limit greater than 30 minutes (CPULIMIT parameter)
If CHUNK_JOB_DURATION is set in
lsb.params, the job is chunked only if it is submitted with a CPU limit that is less than or equal to the value of CHUNK_JOB_DURATION (bsub -c)- Run limit greater than 30 minutes (RUNLIMIT parameter)
If CHUNK_JOB_DURATION is set in
lsb.params, the job is chunked only if it is submitted with a run limit that is less than or equal to the value of CHUNK_JOB_DURATION (bsub -W)Jobs submitted with the corresponding
bsuboptions are not chunked; they are dispatched individually:
-I(interactive jobs)-c(jobs with CPU limit greater than 30)-W(jobs with run limit greater than 30 minutes)[ Top ]
Submitting and Controlling Chunk Jobs
When a job is submitted to a queue configured with the CHUNK_JOB_SIZE parameter, LSF attempts to place the job in an existing chunk. A job is added to an existing chunk if it has the same characteristics as the first job in the chunk:
If a suitable host is found to run the job, but there is no chunk available with the same characteristics, LSF creates a new chunk.
Resources reserved for any member of the chunk are reserved at the time the chunk is dispatched and held until the whole chunk finishes running. Other jobs requiring the same resources are not dispatched until the chunk job is done.
For example, if all jobs in the chunk require a software license, the license is checked out and each chunk job member uses it in turn. The license is not released until the last chunk job member is finished running.
WAIT status
When
sbatchdreceives a chunk job, it will not start all member jobs at once. A chunk job occupies a single job slot. Even if other slots are available, the chunk job members must run one at a time in the job slot they occupy. The remaining jobs in the chunk that are waiting to run are displayed asWAITbybjobs. Any jobs inWAITstatus are included in the count of pending jobs bybqueuesandbusers. Thebhostscommand shows the single job slot occupied by the entire chunk job in the number of jobs shown in the NJOBS column.The
bhist -lcommand shows jobs inWAITstatus asWaiting ...The
bjobs -lcommand does not display aWAITreason in the list of pending jobs.Controlling chunk jobs
Job controls affect the state of the members of a chunk job. You can perform the following actions on jobs in a chunk job:
Migrating jobs with
bmigwill change the dispatch sequence of the chunk job members. They will not be redispatched in the order they were originally submitted.Rerunnable chunk jobs
If the execution host becomes unavailable, rerunnable chunk job members are removed from the queue and dispatched to a different execution host.
See Job Requeue and Job Rerun for more information about rerunnable jobs.
Checkpointing chunk jobs
Only running chunk jobs can be checkpointed. If
bchkpnt -kis used, the job is also killed after the checkpoint file has been created. If chunk job in WAIT state is checkpointed,mbatchdrejects the checkpoint request.See Job Checkpoint, Restart, and Migration for more information about checkpointing jobs.
Fairshare policies and chunk jobs
Fairshare queues can use job chunking. Jobs are accumulated in the chunk job so that priority is assigned to jobs correctly according to the fairshare policy that applies to each user. Jobs belonging to other users are dispatched in other chunks.
TERMINATE_WHEN job control action
If the TERMINATE_WHEN job control action is applied to a chunk job,
sbatchdkills the chunk job element that is running and puts the rest of the waiting elements into pending state to be rescheduled later.Enforcing resource usage limits on chunk jobs
By default, resource usage limits are not enforced for chunk jobs because chunk jobs are typically too short to allow LSF to collect resource usage.
To enforce resource limits for chunk jobs, define LSB_CHUNK_RUSAGE=Y in
lsf.conf. Limits may not be enforced for chunk jobs that take less than a minute to run.See Runtime Resource Usage Limits for more information.
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Date Modified: January 12, 2004
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