Data Volume Recommendations
This section provides information about the data volume you can use in Schedule Optimization.
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The following tables shows the standard behavior and is for reference only. Actual response time depends on the amount of data and the constraints you apply. As the input data volume for a job increases or decreases, the response time changes accordingly.
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The following sections depict the data volume boundary ServiceMax validated for Schedule Optimization. You can change the data combination within this volume. You can decrease the scheduling horizon and increase the number of technicians and vice versa.
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ServiceMax recommends that you maintain the Element Count at around 4000 per territory at any given time.
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Element Count = Number of work orders per day * Number of technicians * Scheduling horizon.
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Contact ServiceMax Support to configure and enable Schedule Optimization to handle the data volume in your organization.
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Batch Optimization
The following volume is recommended per territory.
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Type of Data
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Recommended Data Volume
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Number of work orders
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3000
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Number of technicians
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60
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Number of skills per technician
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120
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Total skills of technicians
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7200
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Generation count
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50000
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Scheduling horizon
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15 days
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Same territory time zone
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1000
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Matrix calculation
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Heuristic
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Total hours
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17 minutes
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Number of fixed Events
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1800
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Number of active business hours
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1000
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The standard job run duration for the specified data volume is about 50 minutes.
Long-Term Planner Optimization
The following volume is recommended per territory.
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Type of Data
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Recommended Data Volume
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|---|---|
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Number of work orders
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5000
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Number of technicians
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150
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Number of skills per technician
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120
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Total skills of technicians
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7200
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Generation count
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50000
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Scheduling horizon
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30 days
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Same territory time zone
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1000
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Matrix calculation
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Heuristic
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Total hours
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16 mins
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Number of fixed events
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1500
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Number of active business hours
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1000
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Processes and Rules
ServiceMax recommends that you abide by the following volume when you create processes and rules.
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Type of Data
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Recommended Data Volume
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|---|---|
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Dispatch processes
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350
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MTTS rules
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1000
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Territory match rules
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1000
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Skill match rules
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1000 (Including both parent and child rules)
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