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    <link:label id="lab_us-gaap_AssetsAbstract_53B7F9A7D4CD5D4205BD14D194E2D6B3_terseLabel_en-US" xlink:label="lab_us-gaap_AssetsAbstract_53B7F9A7D4CD5D4205BD14D194E2D6B3" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">ASSETS</link:label>
    <link:label id="lab_us-gaap_AssetsAbstract_53B7F9A7D4CD5D4205BD14D194E2D6B3_label_en-US" xlink:label="lab_us-gaap_AssetsAbstract_53B7F9A7D4CD5D4205BD14D194E2D6B3" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Assets [Abstract]</link:label>
    <link:loc xlink:href="http://xbrl.fasb.org/us-gaap/2019/elts/us-gaap-2019-01-31.xsd#us-gaap_AssetsAbstract" xlink:label="loc_us-gaap_AssetsAbstract_53B7F9A7D4CD5D4205BD14D194E2D6B3" xlink:type="locator" />
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    <link:label id="lab_us-gaap_AssetsCurrentAbstract_2C770FDA89C2D682FE3F14D194E24DCF_terseLabel_en-US" xlink:label="lab_us-gaap_AssetsCurrentAbstract_2C770FDA89C2D682FE3F14D194E24DCF" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">Current assets</link:label>
    <link:label id="lab_us-gaap_AssetsCurrentAbstract_2C770FDA89C2D682FE3F14D194E24DCF_label_en-US" xlink:label="lab_us-gaap_AssetsCurrentAbstract_2C770FDA89C2D682FE3F14D194E24DCF" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Assets, Current [Abstract]</link:label>
    <link:loc xlink:href="http://xbrl.fasb.org/us-gaap/2019/elts/us-gaap-2019-01-31.xsd#us-gaap_AssetsCurrentAbstract" xlink:label="loc_us-gaap_AssetsCurrentAbstract_2C770FDA89C2D682FE3F14D194E24DCF" xlink:type="locator" />
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    <link:label id="lab_us-gaap_CashAndCashEquivalentsAtCarryingValue_9577AC26B3477F12E58D14D194E38C44_terseLabel_en-US" xlink:label="lab_us-gaap_CashAndCashEquivalentsAtCarryingValue_9577AC26B3477F12E58D14D194E38C44" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">Cash and cash equivalents</link:label>
    <link:label id="lab_us-gaap_CashAndCashEquivalentsAtCarryingValue_9577AC26B3477F12E58D14D194E38C44_label_en-US" xlink:label="lab_us-gaap_CashAndCashEquivalentsAtCarryingValue_9577AC26B3477F12E58D14D194E38C44" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Cash and Cash Equivalents, at Carrying Value</link:label>
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    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_us-gaap_CashAndCashEquivalentsAtCarryingValue_9577AC26B3477F12E58D14D194E38C44" xlink:to="lab_us-gaap_CashAndCashEquivalentsAtCarryingValue_9577AC26B3477F12E58D14D194E38C44" xlink:type="arc" />
    <link:label id="lab_us-gaap_ContractWithCustomerAssetNetCurrent_EACB4CB167B14E3B24341553BC691658_terseLabel_en-US" xlink:label="lab_us-gaap_ContractWithCustomerAssetNetCurrent_EACB4CB167B14E3B24341553BC691658" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">Trade accounts receivable, net of allowances of $22.4 and $19.2 at October 31, 2019 and 2018, respectively</link:label>
    <link:label id="lab_us-gaap_ContractWithCustomerAssetNetCurrent_EACB4CB167B14E3B24341553BC691658_label_en-US" xlink:label="lab_us-gaap_ContractWithCustomerAssetNetCurrent_EACB4CB167B14E3B24341553BC691658" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Contract with Customer, Asset, Net, Current</link:label>
    <link:loc xlink:href="http://xbrl.fasb.org/us-gaap/2019/elts/us-gaap-2019-01-31.xsd#us-gaap_ContractWithCustomerAssetNetCurrent" xlink:label="loc_us-gaap_ContractWithCustomerAssetNetCurrent_EACB4CB167B14E3B24341553BC691658" xlink:type="locator" />
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    <link:label id="lab_us-gaap_AccountsAndOtherReceivablesNetCurrent_04826DF8EEEA282A066F14D194E4F87B_terseLabel_en-US" xlink:label="lab_us-gaap_AccountsAndOtherReceivablesNetCurrent_04826DF8EEEA282A066F14D194E4F87B" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">Costs incurred in excess of amounts billed</link:label>
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    <link:label id="lab_us-gaap_PrepaidExpenseCurrent_6C0FB342071C64C5115B14D194E4D664_label_en-US" xlink:label="lab_us-gaap_PrepaidExpenseCurrent_6C0FB342071C64C5115B14D194E4D664" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Prepaid Expense, Current</link:label>
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    <link:label id="lab_us-gaap_OtherAssetsCurrent_35073D29F5411AD4AB7014D194E4C9C1_label_en-US" xlink:label="lab_us-gaap_OtherAssetsCurrent_35073D29F5411AD4AB7014D194E4C9C1" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Other Assets, Current</link:label>
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    <link:label id="lab_us-gaap_AssetsCurrent_8E07A6AEFC40D83932B214D194E4986E_totalLabel_en-US" xlink:label="lab_us-gaap_AssetsCurrent_8E07A6AEFC40D83932B214D194E4986E" xlink:role="http://www.xbrl.org/2003/role/totalLabel" xlink:type="resource" xml:lang="en-US">Total current assets</link:label>
    <link:label id="lab_us-gaap_AssetsCurrent_8E07A6AEFC40D83932B214D194E4986E_label_en-US" xlink:label="lab_us-gaap_AssetsCurrent_8E07A6AEFC40D83932B214D194E4986E" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Assets, Current</link:label>
    <link:loc xlink:href="http://xbrl.fasb.org/us-gaap/2019/elts/us-gaap-2019-01-31.xsd#us-gaap_AssetsCurrent" xlink:label="loc_us-gaap_AssetsCurrent_8E07A6AEFC40D83932B214D194E4986E" xlink:type="locator" />
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_us-gaap_AssetsCurrent_8E07A6AEFC40D83932B214D194E4986E" xlink:to="lab_us-gaap_AssetsCurrent_8E07A6AEFC40D83932B214D194E4986E" xlink:type="arc" />
    <link:label id="lab_us-gaap_OtherInvestments_70334B9D18237356361314D194E51A65_terseLabel_en-US" xlink:label="lab_us-gaap_OtherInvestments_70334B9D18237356361314D194E51A65" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">Other investments</link:label>
    <link:label id="lab_us-gaap_OtherInvestments_70334B9D18237356361314D194E51A65_label_en-US" xlink:label="lab_us-gaap_OtherInvestments_70334B9D18237356361314D194E51A65" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Other Investments</link:label>
    <link:loc xlink:href="http://xbrl.fasb.org/us-gaap/2019/elts/us-gaap-2019-01-31.xsd#us-gaap_OtherInvestments" xlink:label="loc_us-gaap_OtherInvestments_70334B9D18237356361314D194E51A65" xlink:type="locator" />
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    <link:label id="lab_us-gaap_PropertyPlantAndEquipmentNet_4D670E9E9094C6BA571C14D194E51F51_terseLabel_en-US" xlink:label="lab_us-gaap_PropertyPlantAndEquipmentNet_4D670E9E9094C6BA571C14D194E51F51" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">Property, plant and equipment, net of accumulated depreciation of $199.5 and $153.9 at October 31, 2019 and 2018, respectively</link:label>
    <link:label id="lab_us-gaap_PropertyPlantAndEquipmentNet_4D670E9E9094C6BA571C14D194E51F51_label_en-US" xlink:label="lab_us-gaap_PropertyPlantAndEquipmentNet_4D670E9E9094C6BA571C14D194E51F51" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Property, Plant and Equipment, Net</link:label>
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    <link:label id="lab_us-gaap_FiniteLivedIntangibleAssetsNet_8A97C753BF192CB49F7F14D194E5AA6E_terseLabel_en-US" xlink:label="lab_us-gaap_FiniteLivedIntangibleAssetsNet_8A97C753BF192CB49F7F14D194E5AA6E" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">Other intangible assets, net of accumulated amortization of $309.0 and $250.4 at October 31, 2019 and 2018, respectively</link:label>
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    <link:label id="lab_us-gaap_MultiemployerPlansCertifiedZoneStatusDate_8399A07229F7F02CEDB9F0A1104B18D4_terseLabel_en-US" xlink:label="lab_us-gaap_MultiemployerPlansCertifiedZoneStatusDate_8399A07229F7F02CEDB9F0A1104B18D4" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">Pension Protection Act Zone Status, Date</link:label>
    <link:label id="lab_us-gaap_MultiemployerPlansCertifiedZoneStatusDate_8399A07229F7F02CEDB9F0A1104B18D4_label_en-US" xlink:label="lab_us-gaap_MultiemployerPlansCertifiedZoneStatusDate_8399A07229F7F02CEDB9F0A1104B18D4" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Multiemployer Plans, Certified Zone Status, Date</link:label>
    <link:loc xlink:href="http://xbrl.fasb.org/us-gaap/2019/elts/us-gaap-2019-01-31.xsd#us-gaap_MultiemployerPlansCertifiedZoneStatusDate" xlink:label="loc_us-gaap_MultiemployerPlansCertifiedZoneStatusDate_8399A07229F7F02CEDB9F0A1104B18D4" xlink:type="locator" />
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_us-gaap_MultiemployerPlansCertifiedZoneStatusDate_8399A07229F7F02CEDB9F0A1104B18D4" xlink:to="lab_us-gaap_MultiemployerPlansCertifiedZoneStatusDate_8399A07229F7F02CEDB9F0A1104B18D4" xlink:type="arc" />
    <link:label id="lab_us-gaap_MultiemployerPlansFundingImprovementPlanAndRehabilitationPlan_3CFE50DD2031C6CC50EFF0A1104C84CA_terseLabel_en-US" xlink:label="lab_us-gaap_MultiemployerPlansFundingImprovementPlanAndRehabilitationPlan_3CFE50DD2031C6CC50EFF0A1104C84CA" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">FIP/RP Status Pending/Implemented</link:label>
    <link:label id="lab_us-gaap_MultiemployerPlansFundingImprovementPlanAndRehabilitationPlan_3CFE50DD2031C6CC50EFF0A1104C84CA_label_en-US" xlink:label="lab_us-gaap_MultiemployerPlansFundingImprovementPlanAndRehabilitationPlan_3CFE50DD2031C6CC50EFF0A1104C84CA" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Multiemployer Plans, Funding Improvement Plan and Rehabilitation Plan [Fixed List]</link:label>
    <link:loc xlink:href="http://xbrl.fasb.org/us-gaap/2019/elts/us-gaap-2019-01-31.xsd#us-gaap_MultiemployerPlansFundingImprovementPlanAndRehabilitationPlan" xlink:label="loc_us-gaap_MultiemployerPlansFundingImprovementPlanAndRehabilitationPlan_3CFE50DD2031C6CC50EFF0A1104C84CA" xlink:type="locator" />
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_us-gaap_MultiemployerPlansFundingImprovementPlanAndRehabilitationPlan_3CFE50DD2031C6CC50EFF0A1104C84CA" xlink:to="lab_us-gaap_MultiemployerPlansFundingImprovementPlanAndRehabilitationPlan_3CFE50DD2031C6CC50EFF0A1104C84CA" xlink:type="arc" />
    <link:label id="lab_us-gaap_MultiemployerPlansSurcharge_D76051B64745708692ABF0A1104C07F5_terseLabel_en-US" xlink:label="lab_us-gaap_MultiemployerPlansSurcharge_D76051B64745708692ABF0A1104C07F5" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">Surcharge Imposed</link:label>
    <link:label id="lab_us-gaap_MultiemployerPlansSurcharge_D76051B64745708692ABF0A1104C07F5_label_en-US" xlink:label="lab_us-gaap_MultiemployerPlansSurcharge_D76051B64745708692ABF0A1104C07F5" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Multiemployer Plans, Surcharge [Fixed List]</link:label>
    <link:loc xlink:href="http://xbrl.fasb.org/us-gaap/2019/elts/us-gaap-2019-01-31.xsd#us-gaap_MultiemployerPlansSurcharge" xlink:label="loc_us-gaap_MultiemployerPlansSurcharge_D76051B64745708692ABF0A1104C07F5" xlink:type="locator" />
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_us-gaap_MultiemployerPlansSurcharge_D76051B64745708692ABF0A1104C07F5" xlink:to="lab_us-gaap_MultiemployerPlansSurcharge_D76051B64745708692ABF0A1104C07F5" xlink:type="arc" />
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    <link:label id="lab_us-gaap_MultiemployerPlansCollectiveBargainingArrangementExpirationDateFirst_9837E0F895B24D930B3CF0A1104C9A1B_label_en-US" xlink:label="lab_us-gaap_MultiemployerPlansCollectiveBargainingArrangementExpirationDateFirst_9837E0F895B24D930B3CF0A1104C9A1B" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Multiemployer Plans, Collective-Bargaining Arrangement, Expiration Date, First</link:label>
    <link:loc xlink:href="http://xbrl.fasb.org/us-gaap/2019/elts/us-gaap-2019-01-31.xsd#us-gaap_MultiemployerPlansCollectiveBargainingArrangementExpirationDateFirst" xlink:label="loc_us-gaap_MultiemployerPlansCollectiveBargainingArrangementExpirationDateFirst_9837E0F895B24D930B3CF0A1104C9A1B" xlink:type="locator" />
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_us-gaap_MultiemployerPlansCollectiveBargainingArrangementExpirationDateFirst_9837E0F895B24D930B3CF0A1104C9A1B" xlink:to="lab_us-gaap_MultiemployerPlansCollectiveBargainingArrangementExpirationDateFirst_9837E0F895B24D930B3CF0A1104C9A1B" xlink:type="arc" />
    <link:label id="lab_us-gaap_MultiemployerPlansCollectiveBargainingArrangementExpirationDateLast_C8215E5185AE1AE12CC0F0A1104C272B_terseLabel_en-US" xlink:label="lab_us-gaap_MultiemployerPlansCollectiveBargainingArrangementExpirationDateLast_C8215E5185AE1AE12CC0F0A1104C272B" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">Expiration Dates of Collective Bargaining Agreements, Last</link:label>
    <link:label id="lab_us-gaap_MultiemployerPlansCollectiveBargainingArrangementExpirationDateLast_C8215E5185AE1AE12CC0F0A1104C272B_label_en-US" xlink:label="lab_us-gaap_MultiemployerPlansCollectiveBargainingArrangementExpirationDateLast_C8215E5185AE1AE12CC0F0A1104C272B" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Multiemployer Plans, Collective-Bargaining Arrangement, Expiration Date, Last</link:label>
    <link:loc xlink:href="http://xbrl.fasb.org/us-gaap/2019/elts/us-gaap-2019-01-31.xsd#us-gaap_MultiemployerPlansCollectiveBargainingArrangementExpirationDateLast" xlink:label="loc_us-gaap_MultiemployerPlansCollectiveBargainingArrangementExpirationDateLast_C8215E5185AE1AE12CC0F0A1104C272B" xlink:type="locator" />
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    <link:label id="lab_abm_RedZoneMultiemployerPlansFundedPercentage_67C68980EF01DEAB9A8FF0A1104D747A_terseLabel_en-US" xlink:label="lab_abm_RedZoneMultiemployerPlansFundedPercentage_67C68980EF01DEAB9A8FF0A1104D747A" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">Red Zone funded percent - Maximum</link:label>
    <link:label id="lab_abm_RedZoneMultiemployerPlansFundedPercentage_67C68980EF01DEAB9A8FF0A1104D747A_label_en-US" xlink:label="lab_abm_RedZoneMultiemployerPlansFundedPercentage_67C68980EF01DEAB9A8FF0A1104D747A" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Red Zone Multiemployer Plans Funded Percentage</link:label>
    <link:label id="lab_abm_RedZoneMultiemployerPlansFundedPercentage_67C68980EF01DEAB9A8FF0A1104D747A_documentation_en-US" xlink:label="lab_abm_RedZoneMultiemployerPlansFundedPercentage_67C68980EF01DEAB9A8FF0A1104D747A" xlink:role="http://www.xbrl.org/2003/role/documentation" xlink:type="resource" xml:lang="en-US">Red Zone Multiemployer Plans Funded Percentage</link:label>
    <link:loc xlink:href="abm-20191031.xsd#abm_RedZoneMultiemployerPlansFundedPercentage" xlink:label="loc_abm_RedZoneMultiemployerPlansFundedPercentage_67C68980EF01DEAB9A8FF0A1104D747A" xlink:type="locator" />
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    <link:label id="lab_abm_YellowZoneMultiemployerPlansFundedPercentage_23E4FE656345BD4B9847F0A1104D914F_terseLabel_en-US" xlink:label="lab_abm_YellowZoneMultiemployerPlansFundedPercentage_23E4FE656345BD4B9847F0A1104D914F" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">Yellow Zone funded percent - Maximum</link:label>
    <link:label id="lab_abm_YellowZoneMultiemployerPlansFundedPercentage_23E4FE656345BD4B9847F0A1104D914F_label_en-US" xlink:label="lab_abm_YellowZoneMultiemployerPlansFundedPercentage_23E4FE656345BD4B9847F0A1104D914F" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Yellow Zone Multiemployer Plans Funded Percentage</link:label>
    <link:label id="lab_abm_YellowZoneMultiemployerPlansFundedPercentage_23E4FE656345BD4B9847F0A1104D914F_documentation_en-US" xlink:label="lab_abm_YellowZoneMultiemployerPlansFundedPercentage_23E4FE656345BD4B9847F0A1104D914F" xlink:role="http://www.xbrl.org/2003/role/documentation" xlink:type="resource" xml:lang="en-US">Yellow Zone Multiemployer Plans Funded Percentage</link:label>
    <link:loc xlink:href="abm-20191031.xsd#abm_YellowZoneMultiemployerPlansFundedPercentage" xlink:label="loc_abm_YellowZoneMultiemployerPlansFundedPercentage_23E4FE656345BD4B9847F0A1104D914F" xlink:type="locator" />
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    <link:label id="lab_abm_GreenZoneMultiemployerPlanFundedPercentage_3AF8453BE4DF85519619F0A1104D91EF_terseLabel_en-US" xlink:label="lab_abm_GreenZoneMultiemployerPlanFundedPercentage_3AF8453BE4DF85519619F0A1104D91EF" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">Green Zone funded percent - Minimum</link:label>
    <link:label id="lab_abm_GreenZoneMultiemployerPlanFundedPercentage_3AF8453BE4DF85519619F0A1104D91EF_label_en-US" xlink:label="lab_abm_GreenZoneMultiemployerPlanFundedPercentage_3AF8453BE4DF85519619F0A1104D91EF" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Green Zone Multiemployer Plan Funded Percentage</link:label>
    <link:label id="lab_abm_GreenZoneMultiemployerPlanFundedPercentage_3AF8453BE4DF85519619F0A1104D91EF_documentation_en-US" xlink:label="lab_abm_GreenZoneMultiemployerPlanFundedPercentage_3AF8453BE4DF85519619F0A1104D91EF" xlink:role="http://www.xbrl.org/2003/role/documentation" xlink:type="resource" xml:lang="en-US">Green Zone Multiemployer Plan Funded Percentage</link:label>
    <link:loc xlink:href="abm-20191031.xsd#abm_GreenZoneMultiemployerPlanFundedPercentage" xlink:label="loc_abm_GreenZoneMultiemployerPlanFundedPercentage_3AF8453BE4DF85519619F0A1104D91EF" xlink:type="locator" />
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    <link:label id="lab_abm_ScheduleOfOtherLiabilitiesTable_4D020DD7AFA065B8320E19D9105D709D_terseLabel_en-US" xlink:label="lab_abm_ScheduleOfOtherLiabilitiesTable_4D020DD7AFA065B8320E19D9105D709D" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">Schedule of Other Liabilities [Table]</link:label>
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    <link:label id="lab_abm_SelfInsuredRetentionAmountPerOccurrence_6A1B8F865234B189594A19D914425EE2_terseLabel_en-US" xlink:label="lab_abm_SelfInsuredRetentionAmountPerOccurrence_6A1B8F865234B189594A19D914425EE2" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">Self insurance retention amount per-claim</link:label>
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    <link:label id="lab_abm_WorkersCompensationGeneralLiabilityandOtherInsurableRisksInsurancePolicyLimit_EC30FBF0C9986161115E19D910608B1C_verboseLabel_en-US" xlink:label="lab_abm_WorkersCompensationGeneralLiabilityandOtherInsurableRisksInsurancePolicyLimit_EC30FBF0C9986161115E19D910608B1C" xlink:role="http://www.xbrl.org/2003/role/verboseLabel" xlink:type="resource" xml:lang="en-US">Primary policy limit</link:label>
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    <link:label id="lab_abm_InsurancePolicyCoverageGeneralLiabilityAndAutomobileLiabilityLosses_CFA43488C46A777FE7A219D910603652_terseLabel_en-US" xlink:label="lab_abm_InsurancePolicyCoverageGeneralLiabilityAndAutomobileLiabilityLosses_CFA43488C46A777FE7A219D910603652" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">Insurance policy coverage, general and automobile liability losses</link:label>
    <link:label id="lab_abm_InsurancePolicyCoverageGeneralLiabilityAndAutomobileLiabilityLosses_CFA43488C46A777FE7A219D910603652_label_en-US" xlink:label="lab_abm_InsurancePolicyCoverageGeneralLiabilityAndAutomobileLiabilityLosses_CFA43488C46A777FE7A219D910603652" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Insurance Policy Coverage, General Liability And Automobile Liability Losses</link:label>
    <link:label id="lab_abm_InsurancePolicyCoverageGeneralLiabilityAndAutomobileLiabilityLosses_CFA43488C46A777FE7A219D910603652_documentation_en-US" xlink:label="lab_abm_InsurancePolicyCoverageGeneralLiabilityAndAutomobileLiabilityLosses_CFA43488C46A777FE7A219D910603652" xlink:role="http://www.xbrl.org/2003/role/documentation" xlink:type="resource" xml:lang="en-US">Represents commercial insurance umbrella policies that cover general liability and automobile liability losses above primary limits.</link:label>
    <link:loc xlink:href="abm-20191031.xsd#abm_InsurancePolicyCoverageGeneralLiabilityAndAutomobileLiabilityLosses" xlink:label="loc_abm_InsurancePolicyCoverageGeneralLiabilityAndAutomobileLiabilityLosses_CFA43488C46A777FE7A219D910603652" xlink:type="locator" />
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    <link:label id="lab_abm_PropertyDamagePolicyLimit_A210EA0CB0946C6B8A0519D910607640_terseLabel_en-US" xlink:label="lab_abm_PropertyDamagePolicyLimit_A210EA0CB0946C6B8A0519D910607640" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">Insurance policy coverage, property damage</link:label>
    <link:label id="lab_abm_PropertyDamagePolicyLimit_A210EA0CB0946C6B8A0519D910607640_label_en-US" xlink:label="lab_abm_PropertyDamagePolicyLimit_A210EA0CB0946C6B8A0519D910607640" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Property Damage Policy Limit</link:label>
    <link:label id="lab_abm_PropertyDamagePolicyLimit_A210EA0CB0946C6B8A0519D910607640_documentation_en-US" xlink:label="lab_abm_PropertyDamagePolicyLimit_A210EA0CB0946C6B8A0519D910607640" xlink:role="http://www.xbrl.org/2003/role/documentation" xlink:type="resource" xml:lang="en-US">Represents the policy limit provided by the insurance program for property damage risks.</link:label>
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    <link:label id="lab_abm_SelfInsuredRetentionAmountPerParticipantPerYearForCertainEmployeeMedicalAndDentalPrograms_B049F87A3DB5AC9E15CD19D91060D53E_terseLabel_en-US" xlink:label="lab_abm_SelfInsuredRetentionAmountPerParticipantPerYearForCertainEmployeeMedicalAndDentalPrograms_B049F87A3DB5AC9E15CD19D91060D53E" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">Self insurance retention amount per participant per year</link:label>
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    <link:label id="lab_abm_DecreaseInTotalReserveClaims_69399BB98B8F4BA830A619D9106044C4_negatedTerseLabel_en-US" xlink:label="lab_abm_DecreaseInTotalReserveClaims_69399BB98B8F4BA830A619D9106044C4" xlink:role="http://www.xbrl.org/2009/role/negatedTerseLabel" xlink:type="resource" xml:lang="en-US">Change in reserves for insurance claims</link:label>
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    <link:loc xlink:href="abm-20191031.xsd#abm_DecreaseInTotalReserveClaims" xlink:label="loc_abm_DecreaseInTotalReserveClaims_69399BB98B8F4BA830A619D9106044C4" xlink:type="locator" />
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    <link:label id="lab_abm_IncreaseinTotalReserveClaims_F8BC487B237B524841F319D9106024A4_terseLabel_en-US" xlink:label="lab_abm_IncreaseinTotalReserveClaims_F8BC487B237B524841F319D9106024A4" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">Change in reserves for insurance claims - prior year</link:label>
    <link:label id="lab_abm_IncreaseinTotalReserveClaims_F8BC487B237B524841F319D9106024A4_label_en-US" xlink:label="lab_abm_IncreaseinTotalReserveClaims_F8BC487B237B524841F319D9106024A4" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Increase in Total Reserve Claims</link:label>
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    <link:loc xlink:href="abm-20191031.xsd#abm_IncreaseinTotalReserveClaims" xlink:label="loc_abm_IncreaseinTotalReserveClaims_F8BC487B237B524841F319D9106024A4" xlink:type="locator" />
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    <link:label id="lab_us-gaap_DisposalGroupIncludingDiscontinuedOperationConsideration_8D35066D7B039AFE52E8640CDDF857EC_verboseLabel_en-US" xlink:label="lab_us-gaap_DisposalGroupIncludingDiscontinuedOperationConsideration_8D35066D7B039AFE52E8640CDDF857EC" xlink:role="http://www.xbrl.org/2003/role/verboseLabel" xlink:type="resource" xml:lang="en-US">Cash proceeds on sale of assets</link:label>
    <link:label id="lab_us-gaap_DisposalGroupIncludingDiscontinuedOperationConsideration_8D35066D7B039AFE52E8640CDDF857EC_label_en-US" xlink:label="lab_us-gaap_DisposalGroupIncludingDiscontinuedOperationConsideration_8D35066D7B039AFE52E8640CDDF857EC" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Disposal Group, Including Discontinued Operation, Consideration</link:label>
    <link:loc xlink:href="http://xbrl.fasb.org/us-gaap/2019/elts/us-gaap-2019-01-31.xsd#us-gaap_DisposalGroupIncludingDiscontinuedOperationConsideration" xlink:label="loc_us-gaap_DisposalGroupIncludingDiscontinuedOperationConsideration_8D35066D7B039AFE52E8640CDDF857EC" xlink:type="locator" />
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_us-gaap_DisposalGroupIncludingDiscontinuedOperationConsideration_8D35066D7B039AFE52E8640CDDF857EC" xlink:to="lab_us-gaap_DisposalGroupIncludingDiscontinuedOperationConsideration_8D35066D7B039AFE52E8640CDDF857EC" xlink:type="arc" />
    <link:label id="lab_us-gaap_DiscontinuedOperationGainLossFromDisposalOfDiscontinuedOperationBeforeIncomeTax_9ECDE5EEA537E7B17C4C640CDDF858AC_terseLabel_en-US" xlink:label="lab_us-gaap_DiscontinuedOperationGainLossFromDisposalOfDiscontinuedOperationBeforeIncomeTax_9ECDE5EEA537E7B17C4C640CDDF858AC" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">Gain on sale of assets</link:label>
    <link:label id="lab_us-gaap_DiscontinuedOperationGainLossFromDisposalOfDiscontinuedOperationBeforeIncomeTax_9ECDE5EEA537E7B17C4C640CDDF858AC_label_en-US" xlink:label="lab_us-gaap_DiscontinuedOperationGainLossFromDisposalOfDiscontinuedOperationBeforeIncomeTax_9ECDE5EEA537E7B17C4C640CDDF858AC" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Discontinued Operation, Gain (Loss) from Disposal of Discontinued Operation, before Income Tax</link:label>
    <link:loc xlink:href="http://xbrl.fasb.org/us-gaap/2019/elts/us-gaap-2019-01-31.xsd#us-gaap_DiscontinuedOperationGainLossFromDisposalOfDiscontinuedOperationBeforeIncomeTax" xlink:label="loc_us-gaap_DiscontinuedOperationGainLossFromDisposalOfDiscontinuedOperationBeforeIncomeTax_9ECDE5EEA537E7B17C4C640CDDF858AC" xlink:type="locator" />
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_us-gaap_DiscontinuedOperationGainLossFromDisposalOfDiscontinuedOperationBeforeIncomeTax_9ECDE5EEA537E7B17C4C640CDDF858AC" xlink:to="lab_us-gaap_DiscontinuedOperationGainLossFromDisposalOfDiscontinuedOperationBeforeIncomeTax_9ECDE5EEA537E7B17C4C640CDDF858AC" xlink:type="arc" />
    <link:label id="lab_abm_DisposalGroupIncludingDiscontinuedOperationWorkingCapitalAdjustment_ED506838A86E086A2F8A640CDDF8D2DE_terseLabel_en-US" xlink:label="lab_abm_DisposalGroupIncludingDiscontinuedOperationWorkingCapitalAdjustment_ED506838A86E086A2F8A640CDDF8D2DE" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">Working capital adjustment to previously recorded gain</link:label>
    <link:label id="lab_abm_DisposalGroupIncludingDiscontinuedOperationWorkingCapitalAdjustment_ED506838A86E086A2F8A640CDDF8D2DE_label_en-US" xlink:label="lab_abm_DisposalGroupIncludingDiscontinuedOperationWorkingCapitalAdjustment_ED506838A86E086A2F8A640CDDF8D2DE" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Disposal Group, Including Discontinued Operation, Working Capital Adjustment</link:label>
    <link:label id="lab_abm_DisposalGroupIncludingDiscontinuedOperationWorkingCapitalAdjustment_ED506838A86E086A2F8A640CDDF8D2DE_documentation_en-US" xlink:label="lab_abm_DisposalGroupIncludingDiscontinuedOperationWorkingCapitalAdjustment_ED506838A86E086A2F8A640CDDF8D2DE" xlink:role="http://www.xbrl.org/2003/role/documentation" xlink:type="resource" xml:lang="en-US">Disposal Group, Including Discontinued Operation, Working Capital Adjustment</link:label>
    <link:loc xlink:href="abm-20191031.xsd#abm_DisposalGroupIncludingDiscontinuedOperationWorkingCapitalAdjustment" xlink:label="loc_abm_DisposalGroupIncludingDiscontinuedOperationWorkingCapitalAdjustment_ED506838A86E086A2F8A640CDDF8D2DE" xlink:type="locator" />
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    <link:label id="lab_us-gaap_DiscontinuedOperationIncomeLossFromDiscontinuedOperationBeforeIncomeTax_BF9063A7A9EDC57E077D640CDDF97B08_verboseLabel_en-US" xlink:label="lab_us-gaap_DiscontinuedOperationIncomeLossFromDiscontinuedOperationBeforeIncomeTax_BF9063A7A9EDC57E077D640CDDF97B08" xlink:role="http://www.xbrl.org/2003/role/verboseLabel" xlink:type="resource" xml:lang="en-US">Pretax income (loss) from discontinued operations</link:label>
    <link:label id="lab_us-gaap_DiscontinuedOperationIncomeLossFromDiscontinuedOperationBeforeIncomeTax_BF9063A7A9EDC57E077D640CDDF97B08_label_en-US" xlink:label="lab_us-gaap_DiscontinuedOperationIncomeLossFromDiscontinuedOperationBeforeIncomeTax_BF9063A7A9EDC57E077D640CDDF97B08" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Discontinued Operation, Income (Loss) from Discontinued Operation, before Income Tax</link:label>
    <link:loc xlink:href="http://xbrl.fasb.org/us-gaap/2019/elts/us-gaap-2019-01-31.xsd#us-gaap_DiscontinuedOperationIncomeLossFromDiscontinuedOperationBeforeIncomeTax" xlink:label="loc_us-gaap_DiscontinuedOperationIncomeLossFromDiscontinuedOperationBeforeIncomeTax_BF9063A7A9EDC57E077D640CDDF97B08" xlink:type="locator" />
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    <link:label id="lab_us-gaap_EffectiveIncomeTaxRateReconciliationStateAndLocalIncomeTaxes_B47DEBEB4A5B9787D0A5A47CC2D1C775_terseLabel_en-US" xlink:label="lab_us-gaap_EffectiveIncomeTaxRateReconciliationStateAndLocalIncomeTaxes_B47DEBEB4A5B9787D0A5A47CC2D1C775" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">State and local income taxes, net of federal tax benefit</link:label>
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    <link:loc xlink:href="http://xbrl.fasb.org/us-gaap/2019/elts/us-gaap-2019-01-31.xsd#us-gaap_EffectiveIncomeTaxRateReconciliationStateAndLocalIncomeTaxes" xlink:label="loc_us-gaap_EffectiveIncomeTaxRateReconciliationStateAndLocalIncomeTaxes_B47DEBEB4A5B9787D0A5A47CC2D1C775" xlink:type="locator" />
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    <link:loc xlink:href="http://xbrl.fasb.org/us-gaap/2019/elts/us-gaap-2019-01-31.xsd#us-gaap_EffectiveIncomeTaxRateReconciliationTaxCredits" xlink:label="loc_us-gaap_EffectiveIncomeTaxRateReconciliationTaxCredits_6200C487439B66C67D4FA47CC2D12C53" xlink:type="locator" />
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    <link:label id="lab_us-gaap_EffectiveIncomeTaxRateReconciliationChangeInEnactedTaxRate_95FE77C13680976EC173A47CC2D2BCFE_terseLabel_en-US" xlink:label="lab_us-gaap_EffectiveIncomeTaxRateReconciliationChangeInEnactedTaxRate_95FE77C13680976EC173A47CC2D2BCFE" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">Impact of foreign operations</link:label>
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