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https://repository.gatech.edu/entities/publication/41a399a8-66ab-4d57-a0fd-e13e06f7ac64 Understanding the Design Space of Dataflows for Graph Neural Network Accelerators Deep Neural Networks (DNNs) have enabled numerous applications like Image Classification, Speech Recognition, Natural Language Processing, Robotics,... the design spaceneural networkunderstanding https://experienceleague.adobe.com/en/docs/experience-platform/dataflows/home Dataflows Overview | Adobe Experience Platform This document introduces dataflows, expressing how they are used in Adobe Experience Platform. adobe experiencedataflowsoverviewplatform https://community.fabric.microsoft.com/t5/Issues/Issue-Cannot-seem-to-edit-DataFlows-Settings-on-Pro-Workspaces/idi-p/2648362/highlight/true/page/4 Issue - Cannot seem to edit DataFlows Settings on ... - Page 4 - Microsoft Fabric Community Jul 26, 2022 - Was wondering if anyone is facing this issue? For all my Pro Workspaces, I cannot seem to edit the dataflow settings as they're all grayed out. They https://userapps.support.sap.com/sap/support/knowledge/en/3413253 3413253 - Is writing to same flat file in parallel dataflows supported - SAP Cloud Integration for... Is writing to the same flat file in parallel dataflows supported by CI-DS? Output File Data Discrepancy happened only once https://community.fabric.microsoft.com/t5/Service/Why-can-All-Desktop-users-access-all-Dataflows/m-p/1143091 Re: Why can All Desktop users access all Dataflows - Microsoft Fabric Community Jun 4, 2020 - Hi, Please try set these external users without any dataset permission to check. Best Regards, Giotto all desktopusers accessmicrosoft fabric https://community.fabric.microsoft.com/t5/Service/Power-BI-dataflows/m-p/4890781 Solved: Re: Power BI dataflows - Microsoft Fabric Community Jan 3, 2026 - Hi , GIve it a shot and see what happens. That is the best way to learn. Without a clearer understanding of what you're trying to achieve and the power bimicrosoft fabricsolveddataflowscommunity https://community.fabric.microsoft.com/t5/Dataflow/Unexpected-High-Cost-for-Dataflows-Standard-Compute-Despite/td-p/4811479 Solved: Unexpected High Cost for Dataflows Standard Comput... - Microsoft Fabric Community Oct 10, 2025 - Solved: Hi community, I'm using Microsoft Fabric on a Pay-As-You-Go model and have provisioned an F32 capacity for 250 hours/month , with an hourly high costmicrosoft fabricsolvedunexpected https://developer.microsoft.com/it-it/reactor/events/24252/ Integrations: Dataflows, notebooks, and reports (PST) | Microsoft Reactor Acquisisci nuove competenze, incontra nuovi colleghi e trova un tutor. Gli eventi virtuali si tengono 24 ore su 24. Unisciti a noi ovunque e in qualsiasi... integrationsdataflowsnotebooksreportspst https://community.fabric.microsoft.com/t5/Issues/Dataflows-very-very-slow-Validating-Queries/idc-p/3247594 Dataflows very very slow Validating Queries - Page 5 - Microsoft Fabric Community May 22, 2023 - Simple SQL query that runs 7 seconds in SQL takes 19 minutes(!) to validate in Dataflows 19 minutes!!!??? Not just one query. I've tried SQL Server very slowmicrosoft fabricdataflowsvalidatingqueries https://community.fabric.microsoft.com/t5/Service/Dataflows-Failing-Error-quot-NA-quot/m-p/3286593/highlight/true Dataflows Failing - Error: "NA" - Microsoft Fabric Community Jun 15, 2023 - Yesterday some (but not all) of my Dataflows that are connected to a Hana Database began to fail, both sheduled and manual refreshes. There is microsoft fabricdataflowsfailingerrorna https://community.fabric.microsoft.com/t5/Service/Dataflows-linked-table-refreshes-in-different-workspaces/td-p/3837888 Solved: Dataflows - linked table refreshes in different wo... - Microsoft Fabric Community Apr 16, 2024 - Solved: I've been experimenting with what happens when you have a dataflow in workspace A, with a linked table referencing workspace A in a dataflow microsoft fabricsolveddataflowslinkedtable https://community.fabric.microsoft.com/t5/Service/PowerBI-Dataflows-won-t-refresh-anymore/m-p/4020403 Solved: Re: PowerBI Dataflows won't refresh anymore - Microsoft Fabric Community Jul 3, 2024 - you marked this post as a solution. Are the refresh now working on your end? microsoft fabricsolvedpowerbidataflows https://community.fabric.microsoft.com/t5/Fabric-platform/Ensuring-Sequential-Dataflows-and-Dataset-Refresh-in-Power-BI/m-p/4038948 Ensuring Sequential Dataflows and Dataset Refresh ... - Microsoft Fabric Community Jul 14, 2024 - I have a dataframe like this, Using the Power BI API, dataset refreshes are occurring without the completion of dataflow refreshes, which is not microsoft fabricensuringsequentialdataflowsdataset https://developer.microsoft.com/en-us/reactor/events/25850/ Deep Dive into Dataflows Gen2 in Fabric | Microsoft Reactor Learn new skills, meet new peers, and find career mentorship. Virtual events are running around the clock so join us anytime, anywhere! deep divein fabricdataflowsmicrosoftreactor https://community.fabric.microsoft.com/t5/Service/Has-anyone-else-s-dataflows-just-VANISHED-from-the-PBI-Service/m-p/2875312/highlight/true Solved: Re: Has anyone else's dataflows just VANISHED from... - Microsoft Fabric Community Oct 31, 2022 - Hello, We have changed. Thank you for your comments. https://sms.dataflows.com.au/login Login - DataFlows - Australia Bulk SMS Solutions bulk smsdataflowsaustraliasolutions https://community.fabric.microsoft.com/t5/Service/Dataflows-Import-from-Sharepoint-folder/m-p/706312 Re: Dataflows: Import from Sharepoint folder - Microsoft Fabric Community Mar 28, 2022 - Yeah I copied over all the queries that were automatically created by the combine files step. I seem to remember having similar issues but managed to import frommicrosoft fabricdataflowssharepointfolder https://community.fabric.microsoft.com/t5/Dataflow/Dataflows-Gen2-Issue-loading-a-bigger-table-from-on-prem-SQL/td-p/3325593 Dataflows Gen2: Issue loading a bigger table from ... - Microsoft Fabric Community Jul 19, 2023 - Hi, I have come across similar issues during the same process (often connected to handshake and gateway), but our error seems to be different. a bigger tablemicrosoft fabricdataflowsissueloading https://community.fabric.microsoft.com/t5/Service/Dataflows-Failing-Error-quot-NA-quot/m-p/3286754/highlight/true Re: Dataflows Failing - Error: "NA" - Microsoft Fabric Community Jun 15, 2023 - Looks like all the refresh issues are now resolved.... microsoft fabricdataflowsfailingerrorna https://community.fabric.microsoft.com/t5/Service/Dataflows-are-supported-in-Power-BI-Pipelines/m-p/4219454/highlight/true Re: Dataflows are supported in Power BI Pipelines - Microsoft Fabric Community Oct 4, 2024 - Is this supported now? are supportedpower bimicrosoft fabricdataflows https://community.fabric.microsoft.com/t5/Service/Cannot-delete-data-source-in-DataFlows-added-by-AI-feature/m-p/957080/highlight/true Re: Cannot delete data source in DataFlows added b... - Microsoft Fabric Community Aug 11, 2021 - Hi! I'm currently facing the same issue. I, by mistake, added a test-environment data source to one of my dataflows and now I cannot remove it. The delete data source https://userapps.support.sap.com/sap/support/knowledge/en/1901988 1901988 - Why do I see a Data Services dataflow execute with a Round_Robin_Split in some dataflows... In the Data Services execution monitor log, the "Round_Robin_Split" object shows up for data flows that use a decode() or other built-in Data Services function... https://community.fabric.microsoft.com/t5/Power-Query/Dataflows-Maximum-Mashup-Length-Exceeded/td-p/864158 Dataflows Maximum Mashup Length Exceeded - Microsoft Fabric Community Dec 18, 2019 - Hello, while trying to add a dataset to a Power BI dataflow in the workspace (copying/pasting M code from a desktop file into a "blank microsoft fabricdataflowsmaximummashuplength https://community.fabric.microsoft.com/t5/Fabric-Ideas/Dataflows-Gen2-CI-CD/idi-p/4868873 Dataflows Gen2 - CI/CD - Microsoft Fabric Community Nov 7, 2025 - Hi, It would be great with Dataflow Gen2 to have CI/CD like in the notebooks with binding of the dataflow that is called in a pipeline but ci cdmicrosoft fabricdataflowscommunity https://community.fabric.microsoft.com/t5/Service/User-Service-Account-as-Owner-of-Dataflows/m-p/2986699 Solved: Re: User Service Account as Owner of Dataflows - Microsoft Fabric Community Dec 23, 2022 - Hello, Only one account is owner a dataflow at a time. So you need to connect to Power BI Service using the service account and "Take over" user serviceas owner https://community.fabric.microsoft.com/t5/Service/Permissions-Issues-With-Creating-Dataflows/m-p/1637115/highlight/true Solved: Re: Permissions Issues With Creating Dataflows - Microsoft Fabric Community Feb 2, 2021 - Shouldn't I be able to create a dataflow as a non-admin though? This feature summary says " Prior to this update, users would need to be an microsoft fabricsolvedpermissionsissuescreating https://community.fabric.microsoft.com/t5/Issues/Issue-Cannot-seem-to-edit-DataFlows-Settings-on-Pro-Workspaces/idi-p/2648362/page/4 Issue - Cannot seem to edit DataFlows Settings on ... - Page 4 - Microsoft Fabric Community Jul 26, 2022 - Was wondering if anyone is facing this issue? For all my Pro Workspaces, I cannot seem to edit the dataflow settings as they're all grayed out. They https://community.fabric.microsoft.com/t5/Service/Dataflows-behaving-as-if-Enhanced-Compute-is-off/m-p/4797321/highlight/true Solved: Re: Dataflows behaving as if Enhanced Compute is o... - Microsoft Fabric Community Aug 20, 2025 - While going through the troubleshooting steps, I discovered that this issue appears to be a problem with Power BI Desktop. I have one machine with https://community.fabric.microsoft.com/t5/Issues/Issue-Cannot-seem-to-edit-DataFlows-Settings-on-Pro-Workspaces/idi-p/2648362/page/3 Issue - Cannot seem to edit DataFlows Settings on ... - Page 3 - Microsoft Fabric Community Jul 26, 2022 - Was wondering if anyone is facing this issue? For all my Pro Workspaces, I cannot seem to edit the dataflow settings as they're all grayed out. They https://community.fabric.microsoft.com/t5/Service/Dataflows-amp-Service-Refresh-Issues/m-p/4089232 Re: Dataflows & Service Refresh Issues - Microsoft Fabric Community Aug 22, 2024 - Hi, Are you getting error messages in the dataflow refresh? If you are able to provide the error message, that would help me further help you service refreshmicrosoft fabricdataflowsissuescommunity https://userapps.support.sap.com/sap/support/knowledge/en/2562991 2562991 - When running a Process, dataflows in one of the groups are being skipped - SAP Cloud... Dataflows in a Process are not being run Groups in a Process are being skipped Exported atl for the process show workflows with the name Group1 rather than the... https://community.oracle.com/products/oracleanalytics/discussion/27611/issues-with-dataflows Issues with dataflows - Oracle Hi all! I am having issues with dataflows in OAC. After the latest update, the dataflows run but I cannot edit them. When I open them, I get the following... issuesdataflowsoracle https://community.fabric.microsoft.com/t5/Power-BI-Updates-Blog/Power-BI-Streaming-Dataflows-October-Update/ba-p/5175318 Power BI Streaming Dataflows October Update - Microsoft Fabric Community Oct 12, 2021 - We are thrilled to announce some exciting new capabilities for streaming dataflows in Power BI As a reminder, streaming dataflows allow authors to power bioctober updatemicrosoft fabricstreamingdataflows https://community.fabric.microsoft.com/t5/Service/How-to-avoid-Dataflows-storing-data/m-p/3253274/highlight/true Re: How to avoid Dataflows storing data - Microsoft Fabric Community May 25, 2023 - Yes, dataflows are stored as CSV files in Azure storage. There isnt much of a point to dataflows without the data. how to avoidstoring datamicrosoft fabricdataflowscommunity https://ammblog.azurewebsites.net/2018/12/18/self-service-big-data-prep-dataflows-available-in-power-bi-embedded/ Self-service big data prep (dataflows) available in Power BI Embedded | Mashford's Musings Dec 18, 2018 - Self-service big data prep, called dataflows, is now available in Power BI Embedded. Source: Azure Roadmap https://community.fabric.microsoft.com/t5/Developer/Custom-connectors-in-Fabric-Dataflows/m-p/5139660 Solved: Custom connectors in Fabric Dataflows - Microsoft Fabric Community Mar 31, 2026 - Solved: I've got the following setup: Lakehouse that is filled by data from a custom api. The custom api asks for a username and password and then custom connectorsin fabricsolveddataflowsmicrosoft https://community.fabric.microsoft.com/t5/Service/Cannot-delete-data-source-in-DataFlows-added-by-AI-feature/m-p/957117 Re: Cannot delete data source in DataFlows added b... - Microsoft Fabric Community Aug 11, 2021 - Can sombody raise this issue with microsoft support team https://powerbi.microsoft.com/en-us/support/ delete data source https://community.fabric.microsoft.com/t5/Service/Dataflows-Error-Access-token-has-expired-resubmit-with-a-new/m-p/3255373/highlight/true Re: Dataflows Error: Access token has expired resu... - Microsoft Fabric Community May 26, 2023 - How do I check each of these? access tokenmicrosoft fabricdataflowserror https://learn.microsoft.com/en-us/training/modules/use-dataflow-gen-2-fabric/2-dataflows-gen-2 Understand Dataflows Gen2 in Microsoft Fabric - Training | Microsoft Learn Understand Dataflows Gen2 in Microsoft Fabric microsoft fabric trainingunderstanddataflowslearn https://community.fabric.microsoft.com/t5/Service/Power-BI-dataflows/m-p/4911932 Solved: Re: Power BI dataflows - Microsoft Fabric Community Jan 3, 2026 - Hi DevikaDayal, Thank you for the followup. Based on my understanding, incremental refresh with Azure Databricks is supported in Microsoft Fabric power bimicrosoft fabricsolveddataflowscommunity https://community.fabric.microsoft.com/t5/Power-BI-Updates-Blog/Announcing-Dataflows-Power-Automate-Connector-public-preview/ba-p/5175679 Announcing Dataflows Power Automate Connector publ... - Microsoft Fabric Community Dec 16, 2020 - Dataflows are a self-service, cloud-based, data preparation technology available in Power Apps, Power BI and Dynamics Customer Insights products and power automatemicrosoft fabricannouncingdataflowsconnector https://community.fabric.microsoft.com/t5/Service/Power-BI-REST-API-Dataflows-Refresh-Dataflow-not-working/m-p/5147721 Solved: Re: Power BI REST API Dataflows - Refresh Dataflow... - Microsoft Fabric Community Apr 15, 2026 - Hi , I recommend using the Scheduler API to start jobs, rather than the legacy dataflow API. Job Scheduler - Run On Demand Item Job - REST API (Core) power birest api https://community.fabric.microsoft.com/t5/Service/PowerBI-Dataflows-won-t-refresh-anymore/m-p/4020406 Solved: Re: PowerBI Dataflows won't refresh anymore - Microsoft Fabric Community Jul 3, 2024 - No, they aren't working, but the issue has been identified, there is no solution as we have to wait for Microsoft to fix it. microsoft fabricsolvedpowerbidataflows https://community.fabric.microsoft.com/t5/Service/Share-your-thoughts-on-streaming-dataflows-aka-SDF-preview/m-p/2561732 Re: Share your thoughts on streaming dataflows aka... - Page 2 - Microsoft Fabric Community Aug 29, 2022 - we (data engineer from my team and myself) found a solution. Since our event hub consisted of partition 0, partition 1 and those "free share your thoughts https://community.fabric.microsoft.com/t5/Service/Dataflows-amp-Service-Refresh-Issues/m-p/4087141/highlight/true Dataflows & Service Refresh Issues - Microsoft Fabric Community Aug 22, 2024 - I don't think it's just me, but we've been experiencing several dataflow and general refresh issues across all of Service over the last couple of service refreshmicrosoft fabricdataflowsissuescommunity https://community.fabric.microsoft.com/t5/Service/Share-your-thoughts-on-streaming-dataflows-aka-SDF-preview/m-p/2122100 Re: Share your thoughts on streaming dataflows aka... - Microsoft Fabric Community Aug 29, 2022 - Someone needs to update their documentation in that case share your thoughtson streamingmicrosoft fabric https://community.fabric.microsoft.com/t5/Power-Query/Dataflows-Maximum-Mashup-Length-Exceeded/m-p/865749/highlight/true Re: Dataflows Maximum Mashup Length Exceeded - Microsoft Fabric Community Dec 18, 2019 - Hi , Based on my test using your code, I cannot reproduce your issue here. Btw, My service version is 13.0.11499.187 and my region is Southeast Asia microsoft fabricdataflowsmaximummashuplength https://community.fabric.microsoft.com/t5/Service/PowerBI-Dataflows-won-t-refresh-anymore/m-p/4022577/highlight/true Solved: Re: PowerBI Dataflows won't refresh anymore - Microsoft Fabric Community Jul 3, 2024 - They updated their status page and it seems to work again on my end. microsoft fabricsolvedpowerbidataflows https://community.fabric.microsoft.com/t5/Fabric-Ideas/Dataflows-Gen2-Variable-Library-Service-Principal-SPN-support/idi-p/4909247 Dataflows Gen2 - Variable Library - Service Princi... - Microsoft Fabric Community Mar 5, 2026 - Currently, Dataflows that use Variable Library integration can only successfully refresh if the refresh is not using an SPN for authentication. library servicemicrosoft fabricdataflowsvariableprinci https://boris-portal.unibe.ch/entities/publication/2030699d-d1b7-4e8c-93f7-5bbad68185dc Improving Registration and Dataflows Between Pediatric Oncology Clinics and the Childhood Cancer... Background Cancer registries are essential to monitor cancer incidence and survival to provide better quality cancer data for research. In Switzerland, the... pediatric oncologyimprovingregistrationdataflows https://community.fabric.microsoft.com/t5/Power-Query/Measure-Capability-in-Dataflows/m-p/2811918 Solved: Re: Measure Capability in Dataflows - Microsoft Fabric Community Oct 2, 2022 - Thanks - Your help and knowledge is awesome! Thanks for the help. microsoft fabricsolvedmeasurecapabilitydataflows https://community.fabric.microsoft.com/t5/Service/Dataflows-Missing/td-p/2953882 Dataflows Missing - Microsoft Fabric Community Dec 7, 2022 - Hi, Does anyone know the Dataflows under Get Data has been missing ? It used to be located next to Databases, further to the right hand side microsoft fabricdataflowsmissingcommunity https://community.fabric.microsoft.com/t5/Desktop/How-to-12-dataflows-in-power-BI-to-make-it-a-single-data-flow/m-p/793167/highlight/true How to 12 dataflows in power BI to make it a sing... - Microsoft Fabric Community Oct 7, 2019 - It is possible to combing 10 to 12 dataflows in power BI to make it a single data flow in power BI Cheers https://experienceleague.adobe.com/nl/docs/experience-platform/dataflows/ui/monitor-destinations Dataflows voor doelen in de UI controleren | Adobe Experience Platform Leer hoe u de gegevensstromen voor uw bestemmingen kunt controleren gebruikend de gebruikersinterface van Experience Platform. adobe experiencedataflowsvoordoelende https://community.fabric.microsoft.com/t5/Service/Power-BI-service-Dataflows-ownership-Who-can-edit/m-p/568803 Solved: Re: Power BI service Dataflows ownership - Who can... - Microsoft Fabric Community Oct 7, 2021 - , it is true that today only the dataflow owner can edit a dataflow. We are planning to add soon 'Take over' (like in dataset) option for those cases power bi service https://community.oracle.com/products/oracleanalytics/discussion/28544/ability-to-organise-fdi-datasets-dataflows-into-a-folder-structure Ability to organise FDI datasets/dataflows into a folder structure - Oracle It would be very helpful for us to be able to organise our datasets and dataflows into folders similar to the structure in the catalog section. We have a... folder structureabilityorganisefdidatasets https://serg.ewi.tudelft.nl/publications/clonos-consistent-causal-recovery-for-highly-available-streaming-dataflows/ Clonos: Consistent Causal Recovery for Highly-Available Streaming Dataflows | Software Engineering... consistentcausalrecovery https://community.fabric.microsoft.com/t5/Service/dataflows-not-showing-in-Data-Hub/m-p/2962259/highlight/true Solved: Re: dataflows not showing in Data Hub - Microsoft Fabric Community Dec 12, 2022 - This information doesnt say why dataflows arent show though? My customer now doesnt even want to use dataflows because they arent shown on the hub. in datamicrosoft fabricsolveddataflowsshowing https://community.fabric.microsoft.com/t5/Service/Power-BI-service-Dataflows-ownership-Who-can-edit/m-p/839686/highlight/true Solved: Re: Power BI service Dataflows ownership - Who can... - Microsoft Fabric Community Oct 7, 2021 - Take a picture of the dataflows settings screen and it will be easier to help you! power bi service https://community.fabric.microsoft.com/t5/Desktop/Dataflows-Last-Refresh-Date/td-p/678749 Solved: Dataflows Last Refresh Date? - Microsoft Fabric Community Dec 5, 2025 - Solved: Hi, How to show Dataflows Last Refresh Date in Power BI Report? Thanks, Lawrance A microsoft fabricsolveddataflowslastrefresh https://community.fabric.microsoft.com/t5/Service/Power-BI-Dataflows-Legacy-What-does-it-mean-for-us/m-p/3370112 Solved: Re: Power BI Dataflows Legacy. What does it mean f... - Microsoft Fabric Community Oct 26, 2023 - Hi all, I already started using the new "Dataflow" connector, and today I got the error: DataSource.Error: The underlying connection was what does it mean https://community.fabric.microsoft.com/t5/Issues/Dataflows-failing-to-find-Sharepoint-files/idi-p/927327/highlight/true Dataflows - failing to find Sharepoint files - Microsoft Fabric Community Feb 21, 2020 - I have successfully being using dataflows to retrieve excel files stored in Sharepoint for several months now. Last week, I ran into repeated microsoft fabricdataflowsfailingfindsharepoint