<?xml version="1.0"?>
<ownershipDocument>

    <schemaVersion>X0306</schemaVersion>

    <documentType>4</documentType>

    <periodOfReport>2019-04-05</periodOfReport>

    <notSubjectToSection16>0</notSubjectToSection16>

    <issuer>
        <issuerCik>0001372414</issuerCik>
        <issuerName>AEROHIVE NETWORKS, INC</issuerName>
        <issuerTradingSymbol>HIVE</issuerTradingSymbol>
    </issuer>

    <reportingOwner>
        <reportingOwnerId>
            <rptOwnerCik>0001587555</rptOwnerCik>
            <rptOwnerName>Northern Light Venture Capital, Ltd.</rptOwnerName>
        </reportingOwnerId>
        <reportingOwnerAddress>
            <rptOwnerStreet1>SUITE 2210, TWO PACIFIC PLACE</rptOwnerStreet1>
            <rptOwnerStreet2>88 QUEENSWAY, ADMIRALTY</rptOwnerStreet2>
            <rptOwnerCity>HONG  KONG</rptOwnerCity>
            <rptOwnerState>K3</rptOwnerState>
            <rptOwnerZipCode></rptOwnerZipCode>
            <rptOwnerStateDescription>HONG KONG</rptOwnerStateDescription>
        </reportingOwnerAddress>
        <reportingOwnerRelationship>
            <isDirector>0</isDirector>
            <isOfficer>0</isOfficer>
            <isTenPercentOwner>1</isTenPercentOwner>
            <isOther>0</isOther>
        </reportingOwnerRelationship>
    </reportingOwner>

    <reportingOwner>
        <reportingOwnerId>
            <rptOwnerCik>0001587623</rptOwnerCik>
            <rptOwnerName>Northern Light Partners, L.P.</rptOwnerName>
        </reportingOwnerId>
        <reportingOwnerAddress>
            <rptOwnerStreet1>SUITE 2210, TWO PACIFIC PLACE</rptOwnerStreet1>
            <rptOwnerStreet2>88 QUEENSWAY, ADMIRALTY</rptOwnerStreet2>
            <rptOwnerCity>HONG  KONG</rptOwnerCity>
            <rptOwnerState>K3</rptOwnerState>
            <rptOwnerZipCode></rptOwnerZipCode>
            <rptOwnerStateDescription>HONG KONG</rptOwnerStateDescription>
        </reportingOwnerAddress>
        <reportingOwnerRelationship>
            <isDirector>0</isDirector>
            <isOfficer>0</isOfficer>
            <isTenPercentOwner>1</isTenPercentOwner>
            <isOther>0</isOther>
        </reportingOwnerRelationship>
    </reportingOwner>

    <reportingOwner>
        <reportingOwnerId>
            <rptOwnerCik>0001364666</rptOwnerCik>
            <rptOwnerName>NORTHERN LIGHT VENTURE FUND L P</rptOwnerName>
        </reportingOwnerId>
        <reportingOwnerAddress>
            <rptOwnerStreet1>SUITE 2210, TWO PACIFIC PLACE</rptOwnerStreet1>
            <rptOwnerStreet2>88 QUEENSWAY, ADMIRALTY</rptOwnerStreet2>
            <rptOwnerCity>HONG  KONG</rptOwnerCity>
            <rptOwnerState>K3</rptOwnerState>
            <rptOwnerZipCode></rptOwnerZipCode>
            <rptOwnerStateDescription>HONG KONG</rptOwnerStateDescription>
        </reportingOwnerAddress>
        <reportingOwnerRelationship>
            <isDirector>0</isDirector>
            <isOfficer>0</isOfficer>
            <isTenPercentOwner>1</isTenPercentOwner>
            <isOther>0</isOther>
        </reportingOwnerRelationship>
    </reportingOwner>

    <reportingOwner>
        <reportingOwnerId>
            <rptOwnerCik>0001348026</rptOwnerCik>
            <rptOwnerName>NORTHERN LIGHT STRATEGIC FUND L P</rptOwnerName>
        </reportingOwnerId>
        <reportingOwnerAddress>
            <rptOwnerStreet1>SUITE 2210, TWO PACIFIC PLACE</rptOwnerStreet1>
            <rptOwnerStreet2>88 QUEENSWAY, ADMIRALTY</rptOwnerStreet2>
            <rptOwnerCity>HONG  KONG</rptOwnerCity>
            <rptOwnerState>K3</rptOwnerState>
            <rptOwnerZipCode></rptOwnerZipCode>
            <rptOwnerStateDescription>HONG KONG</rptOwnerStateDescription>
        </reportingOwnerAddress>
        <reportingOwnerRelationship>
            <isDirector>0</isDirector>
            <isOfficer>0</isOfficer>
            <isTenPercentOwner>1</isTenPercentOwner>
            <isOther>0</isOther>
        </reportingOwnerRelationship>
    </reportingOwner>

    <reportingOwner>
        <reportingOwnerId>
            <rptOwnerCik>0001587557</rptOwnerCik>
            <rptOwnerName>Northern Light Partners Fund, L.P.</rptOwnerName>
        </reportingOwnerId>
        <reportingOwnerAddress>
            <rptOwnerStreet1>SUITE 2210, TWO PACIFIC PLACE</rptOwnerStreet1>
            <rptOwnerStreet2>88 QUEENSWAY, ADMIRALTY</rptOwnerStreet2>
            <rptOwnerCity>HONG  KONG</rptOwnerCity>
            <rptOwnerState>K3</rptOwnerState>
            <rptOwnerZipCode></rptOwnerZipCode>
            <rptOwnerStateDescription>HONG KONG</rptOwnerStateDescription>
        </reportingOwnerAddress>
        <reportingOwnerRelationship>
            <isDirector>0</isDirector>
            <isOfficer>0</isOfficer>
            <isTenPercentOwner>1</isTenPercentOwner>
            <isOther>0</isOther>
        </reportingOwnerRelationship>
    </reportingOwner>

    <reportingOwner>
        <reportingOwnerId>
            <rptOwnerCik>0001590278</rptOwnerCik>
            <rptOwnerName>Lee Jeffrey</rptOwnerName>
        </reportingOwnerId>
        <reportingOwnerAddress>
            <rptOwnerStreet1>SUITE 2210, TWO PACIFIC PLACE</rptOwnerStreet1>
            <rptOwnerStreet2>88 QUEENSWAY, ADMIRALTY</rptOwnerStreet2>
            <rptOwnerCity>HONG  KONG</rptOwnerCity>
            <rptOwnerState>K3</rptOwnerState>
            <rptOwnerZipCode></rptOwnerZipCode>
            <rptOwnerStateDescription>HONG KONG</rptOwnerStateDescription>
        </reportingOwnerAddress>
        <reportingOwnerRelationship>
            <isDirector>0</isDirector>
            <isOfficer>0</isOfficer>
            <isTenPercentOwner>1</isTenPercentOwner>
            <isOther>0</isOther>
        </reportingOwnerRelationship>
    </reportingOwner>

    <reportingOwner>
        <reportingOwnerId>
            <rptOwnerCik>0001165399</rptOwnerCik>
            <rptOwnerName>DENG FENG</rptOwnerName>
        </reportingOwnerId>
        <reportingOwnerAddress>
            <rptOwnerStreet1>SUITE 2210, TWO PACIFIC PLACE</rptOwnerStreet1>
            <rptOwnerStreet2>88 QUEENSWAY, ADMIRALTY</rptOwnerStreet2>
            <rptOwnerCity>HONG  KONG</rptOwnerCity>
            <rptOwnerState>K3</rptOwnerState>
            <rptOwnerZipCode></rptOwnerZipCode>
            <rptOwnerStateDescription>HONG KONG</rptOwnerStateDescription>
        </reportingOwnerAddress>
        <reportingOwnerRelationship>
            <isDirector>0</isDirector>
            <isOfficer>0</isOfficer>
            <isTenPercentOwner>1</isTenPercentOwner>
            <isOther>0</isOther>
        </reportingOwnerRelationship>
    </reportingOwner>

    <reportingOwner>
        <reportingOwnerId>
            <rptOwnerCik>0001165400</rptOwnerCik>
            <rptOwnerName>KE YAN</rptOwnerName>
        </reportingOwnerId>
        <reportingOwnerAddress>
            <rptOwnerStreet1>SUITE 2210, TWO PACIFIC PLACE</rptOwnerStreet1>
            <rptOwnerStreet2>88 QUEENSWAY, ADMIRALTY</rptOwnerStreet2>
            <rptOwnerCity>HONG  KONG</rptOwnerCity>
            <rptOwnerState>K3</rptOwnerState>
            <rptOwnerZipCode></rptOwnerZipCode>
            <rptOwnerStateDescription>HONG KONG</rptOwnerStateDescription>
        </reportingOwnerAddress>
        <reportingOwnerRelationship>
            <isDirector>0</isDirector>
            <isOfficer>0</isOfficer>
            <isTenPercentOwner>1</isTenPercentOwner>
            <isOther>0</isOther>
        </reportingOwnerRelationship>
    </reportingOwner>

    <nonDerivativeTable>
        <nonDerivativeTransaction>
            <securityTitle>
                <value>Common Stock</value>
            </securityTitle>
            <transactionDate>
                <value>2019-04-05</value>
            </transactionDate>
            <deemedExecutionDate></deemedExecutionDate>
            <transactionCoding>
                <transactionFormType>4</transactionFormType>
                <transactionCode>J</transactionCode>
                <equitySwapInvolved>0</equitySwapInvolved>
                <footnoteId id="F1"/>
            </transactionCoding>
            <transactionTimeliness>
                <value></value>
            </transactionTimeliness>
            <transactionAmounts>
                <transactionShares>
                    <value>289008</value>
                </transactionShares>
                <transactionPricePerShare>
                    <value>0.00</value>
                </transactionPricePerShare>
                <transactionAcquiredDisposedCode>
                    <value>D</value>
                </transactionAcquiredDisposedCode>
            </transactionAmounts>
            <postTransactionAmounts>
                <sharesOwnedFollowingTransaction>
                    <value>5502154</value>
                </sharesOwnedFollowingTransaction>
            </postTransactionAmounts>
            <ownershipNature>
                <directOrIndirectOwnership>
                    <value>I</value>
                </directOrIndirectOwnership>
                <natureOfOwnership>
                    <value>See footnote</value>
                    <footnoteId id="F2"/>
                </natureOfOwnership>
            </ownershipNature>
        </nonDerivativeTransaction>
        <nonDerivativeTransaction>
            <securityTitle>
                <value>Common Stock</value>
            </securityTitle>
            <transactionDate>
                <value>2019-04-05</value>
            </transactionDate>
            <deemedExecutionDate></deemedExecutionDate>
            <transactionCoding>
                <transactionFormType>4</transactionFormType>
                <transactionCode>J</transactionCode>
                <equitySwapInvolved>0</equitySwapInvolved>
                <footnoteId id="F1"/>
            </transactionCoding>
            <transactionTimeliness>
                <value></value>
            </transactionTimeliness>
            <transactionAmounts>
                <transactionShares>
                    <value>63473</value>
                </transactionShares>
                <transactionPricePerShare>
                    <value>0.00</value>
                </transactionPricePerShare>
                <transactionAcquiredDisposedCode>
                    <value>D</value>
                </transactionAcquiredDisposedCode>
            </transactionAmounts>
            <postTransactionAmounts>
                <sharesOwnedFollowingTransaction>
                    <value>1142507</value>
                </sharesOwnedFollowingTransaction>
            </postTransactionAmounts>
            <ownershipNature>
                <directOrIndirectOwnership>
                    <value>I</value>
                </directOrIndirectOwnership>
                <natureOfOwnership>
                    <value>See footnote</value>
                    <footnoteId id="F3"/>
                </natureOfOwnership>
            </ownershipNature>
        </nonDerivativeTransaction>
        <nonDerivativeTransaction>
            <securityTitle>
                <value>Common Stock</value>
            </securityTitle>
            <transactionDate>
                <value>2019-04-05</value>
            </transactionDate>
            <deemedExecutionDate></deemedExecutionDate>
            <transactionCoding>
                <transactionFormType>4</transactionFormType>
                <transactionCode>J</transactionCode>
                <equitySwapInvolved>0</equitySwapInvolved>
                <footnoteId id="F1"/>
            </transactionCoding>
            <transactionTimeliness>
                <value></value>
            </transactionTimeliness>
            <transactionAmounts>
                <transactionShares>
                    <value>31736</value>
                </transactionShares>
                <transactionPricePerShare>
                    <value>0.00</value>
                </transactionPricePerShare>
                <transactionAcquiredDisposedCode>
                    <value>D</value>
                </transactionAcquiredDisposedCode>
            </transactionAmounts>
            <postTransactionAmounts>
                <sharesOwnedFollowingTransaction>
                    <value>571252</value>
                </sharesOwnedFollowingTransaction>
            </postTransactionAmounts>
            <ownershipNature>
                <directOrIndirectOwnership>
                    <value>I</value>
                </directOrIndirectOwnership>
                <natureOfOwnership>
                    <value>See footnote</value>
                    <footnoteId id="F4"/>
                </natureOfOwnership>
            </ownershipNature>
        </nonDerivativeTransaction>
    </nonDerivativeTable>

    <footnotes>
        <footnote id="F1">Represents a pro-rata in-kind distribution, and not a purchase or sale, without additional consideration to its partners.</footnote>
        <footnote id="F2">Shares held directly by Northern Light Venture Fund, L.P. (&quot;NLVF&quot;). Northern Light Partners, L.P., the general partner of NLVF, and Northern Light Venture Capital, Ltd., the general partner of Northern Light Partners, L.P., may each be deemed to have sole voting and dispositive power over the shares held by NLVF. Feng Deng, Jeffrey D. Lee and Yan Ke are the directors of Northern Light Venture Capital, Ltd. and may be deemed to share voting and dispositive power over the shares held by NLVF. Such persons and entities disclaim beneficial ownership of shares held by NLVF, except to the extent of any pecuniary interest therein.</footnote>
        <footnote id="F3">Shares held directly by Northern Light Strategic Fund, L.P. (&quot;NLSF&quot;). Northern Light Partners, L.P., the general partner of NLSF, and Northern Light Venture Capital, Ltd., the general partner of Northern Light Partners, L.P., may each be deemed to have sole voting and dispositive power over the shares held by NLSF. Feng Deng, Jeffrey D. Lee and Yan Ke are the directors of Northern Light Venture Capital, Ltd. and may be deemed to share voting and dispositive power over the shares held by NLSF. Such persons and entities disclaim beneficial ownership of shares held by NLSF, except to the extent of any pecuniary interest therein.</footnote>
        <footnote id="F4">Shares held directly by Northern Light Partners Fund, L.P. (&quot;NLPF&quot;). Northern Light Partners, L.P., the general partner of NLPF, and Northern Light Venture Capital, Ltd., the general partner of Northern Light Partners, L.P., may each be deemed to have sole voting and dispositive power over the shares held by NLPF. Feng Deng, Jeffrey D. Lee and Yan Ke are the directors of Northern Light Venture Capital, Ltd. and may be deemed to share voting and dispositive power over the shares held by NLPF. Such persons and entities disclaim beneficial ownership of shares held by NLPF, except to the extent of any pecuniary interest therein.</footnote>
    </footnotes>

    <remarks></remarks>

    <ownerSignature>
        <signatureName>Northern Light Venture Capital, Ltd., By /s/ Jeffrey D. Lee, Printed Name: Jeffrey D. Lee, Title: Director</signatureName>
        <signatureDate>2019-04-06</signatureDate>
    </ownerSignature>

    <ownerSignature>
        <signatureName>Northern Light Partners, L.P., By Northern Light Venture Capital, Ltd., Its General Partner, By /s/ Jeffrey D. Lee, Printed Name: Jeffrey D. Lee, Title: Director</signatureName>
        <signatureDate>2019-04-06</signatureDate>
    </ownerSignature>

    <ownerSignature>
        <signatureName>Northern Light Venture Fund, L.P., By Northern Light Partners, L.P., Its General Partner, By Northern Light Venture Capital, Ltd., Its General Partner, By /s/ Jeffrey D. Lee, Printed Name: Jeffrey D. Lee, Title: Director</signatureName>
        <signatureDate>2019-04-06</signatureDate>
    </ownerSignature>

    <ownerSignature>
        <signatureName>Northern Light Strategic Fund, L.P., By Northern Light Partners, L.P., Its General Partner, By Northern Light Venture Capital, Ltd., Its General Partner, By /s/ Jeffrey D. Lee, Printed Name: Jeffrey D. Lee, Title: Director</signatureName>
        <signatureDate>2019-04-06</signatureDate>
    </ownerSignature>

    <ownerSignature>
        <signatureName>Northern Light Partners Fund, L.P., By Northern Light Partners, L.P., Its General Partner, By Northern Light Venture Capital, Ltd., Its General Partner, By /s/ Jeffrey D. Lee, Printed Name: Jeffrey D. Lee, Title: Director</signatureName>
        <signatureDate>2019-04-06</signatureDate>
    </ownerSignature>

    <ownerSignature>
        <signatureName>By /s/ Jeffrey D. Lee, Jeffrey D. Lee</signatureName>
        <signatureDate>2019-04-06</signatureDate>
    </ownerSignature>

    <ownerSignature>
        <signatureName>Feng Deng, By /s/ Jeffrey D. Lee, Jeffrey D. Lee, Attorney-in-Fact</signatureName>
        <signatureDate>2019-04-06</signatureDate>
    </ownerSignature>

    <ownerSignature>
        <signatureName>Yan Ke, By /s/ Jeffrey D. Lee, Jeffrey D. Lee, Attorney-in-Fact</signatureName>
        <signatureDate>2019-04-06</signatureDate>
    </ownerSignature>
</ownershipDocument>
