Compute Groups and Compute Profiles Example | VantageCloud Lake - Example: Compute Group and Compute Profiles for Core Production Department - Teradata Vantage

Teradata® VantageCloud Lake

Deployment
VantageCloud
Edition
Lake
Product
Teradata Vantage
Published
January 2023
Language
English (United States)
Last Update
2024-04-03
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The Globex company core production department has these requirements:
  • 8 AM to noon: Response-time Service Level Agreements (SLAs) for interactive business intelligence and reporting
  • Noon to 5 PM: Unpredictable number of users and workload
  • 5 PM to 8 AM: Few users, low workload

To minimize unused resources, the compute cluster administrator creates the following compute group and compute profiles:

CREATE COMPUTE GROUP Globex_Department
  USING QUERY_STRATEGY ('STANDARD');
CREATE COMPUTE PROFILE SLA_Resources IN Globex_Department,
  INSTANCE = TD_COMPUTE_LARGE         -- 4 x default SLA
  USING
    MIN_COMPUTE_COUNT (3)             -- 3 x default query capacity (~30 queries)
    MAX_COMPUTE_COUNT (5)             -- Query capacity elastic to 5 x default (~50 queries)
    START_TIME (' 45 14 * * * ')  -- Start compute cluster at 7:45 AM PST
    END_TIME (' * 19 * * * ')     -- Stop compute cluster at 12:00 PM PST
    COOLDOWN_PERIOD (30);
CREATE COMPUTE PROFILE Elastic_Resources IN Globex_Department,
  INSTANCE = TD_COMPUTE_MEDIUM        -- 2 x default SLA
  USING
    MIN_COMPUTE_COUNT (2)             -- 2 x default query capacity (~20 queries)
    MAX_COMPUTE_COUNT (4)             -- Query capacity elastic to 4 x default (~40 queries)
    START_TIME (' 45 18 * * * ')  -- Start compute cluster at 11:45 AM PST
    END_TIME (' * 0 * * * ')      -- Stop compute cluster at 5:00 PM PST
    COOLDOWN_PERIOD (30);
CREATE COMPUTE PROFILE Evening_Resources IN Globex_Department,
  INSTANCE = TD_COMPUTE_SMALL         -- Default SLA
  USING
    MIN_COMPUTE_COUNT (1)             -- Default query capacity (~10 queries)
    MAX_COMPUTE_COUNT (2)             -- Query capacity elastic to 2 x default (~20 queries)
    START_TIME (' 45 23 * * * ')  -- Start compute cluster  at 4:45 PM PST
    END_TIME (' * 15 * * * ')     -- Stop compute cluster at 8:00 AM PST
    COOLDOWN_PERIOD (30);

INSTANCE sets the SLA (size) of the compute profile compute clusters.

MIN_COMPUTE_COUNT and MAX_COMPUTE_COUNT set the minimum and maximum number of active compute clusters for the compute profile.

START_TIME and END_TIME set the time that the compute profile starts and stops being active. The active times overlap. Overlap and COOLDOWN_PERIOD allow smooth transition between compute profiles. If two compute profiles have active compute clusters that can run a query, the query runs on the larger compute cluster.