Episode 459 - AIOps
Evan and Sujit talk to Allison Jones, a Group PM for Azure's AIOps System Team. She gives us insights into how Microsoft uses AI/ML to analyze various signals from Azure to provide actionable information about the state of the platform.   Media file: https://azpodcast.blob.core.windows.net/episodes/Episode459.mp3 YouTube: https://youtu.be/Ousa2qWQEiQ Resources:  Blogs Advancing Azure Service quality with artificial intelligence: AIOps Advancing failure prediction and mitigation – introducing Narya Advancing safe deployment with AIOps – introducing Gandalf Advancing anomaly detection with AIOps – introducing AiDice    Webinars AIOps webinar @ Harvard in Tech Seattle by Dongmei Zhang, Marcus Fontoura, Murali Chintalapati, and Igal Figlin AIOps Distinguished Industry Lecture by Mark Russinovich at Carneige Mellon University In addition, the customer can learn more about cutting edge AIOps solutions across industry through participation of Cloud Intelligence / AIOps workshop.    Other updates: Generally available: Azure Monitor alerts now suggests signals to alert on | Azure updates | Microsoft Azure   Azure Advisor VM/VMSS right-sizing recommendations with custom lookback period | Azure updates | Microsoft Azure   https://azure.microsoft.com/en-us/updates/generally-available-serverless-sql-for-azure-databricks/ https://azure.microsoft.com/en-us/updates/generally-available-azure-event-hubs-dedicated-selfserve-scalable-clusters-for-mission-critical-kafka-amqp-and-https-workload/ https://azure.microsoft.com/en-us/updates/generally-available-ebsv5-and-ebdsv5-nvmeenabled-vm-sizes/
May 10, 2023
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Show Notes
<p>Evan and Sujit talk to Allison Jones, a Group PM for Azure's AIOps System Team. She gives us insights into how Microsoft uses AI/ML to analyze various signals from Azure to provide actionable information about the state of the platform.</p>
<p><img src="http://azpodcast.azurewebsites.net/image.axd?picture=%2f2023%2f05%2fvirtualbooth.jpg" alt="" width="80%" height="80%" /> </p>
<p>Media file: <a href="https://azpodcast.blob.core.windows.net/episodes/Episode459.mp3">https://azpodcast.blob.core.windows.net/episodes/Episode459.mp3</a></p>
<p>YouTube: <a href="https://youtu.be/Ousa2qWQEiQ">https://youtu.be/Ousa2qWQEiQ</a></p>
<p>Resources: </p>
<p><strong>Blogs</strong></p>
<p><a class="fui-Link ___1idfs5o f3rmtva f1ewtqcl fyind8e f1k6fduh f1w7gpdv fk6fouc fjoy568 figsok6 f1hu3pq6 f11qmguv f19f4twv f1tyq0we f1g0x7ka fhxju0i f1qch9an f1cnd47f fqv5qza f1vmzxwi f1o700av f13mvf36 f1cmlufx f9n3di6 f1ids18y f1tx3yz7 f1deo86v f1eh06m1 f1iescvh ftqa4ok f2hkw1w fhgqx19 f1olyrje f1p93eir f1h8hb77 f1x7u7e9 f10aw75t fsle3fq f17ae5zn" style="overflow-wrap: break-word;" title="https://nam06.safelinks.protection.outlook.com/?url=https%3a%2f%2fazure.microsoft.com%2fen-us%2fblog%2fadvancing-azure-service-quality-with-artificial-intelligence-aiops%2f&data=05%7c01%7cjianzha%40microsoft.com%7cdef031631cf242b9349608db4106fba7%7c72f988bf86f141af91ab2d7cd011db47%7c1%7c0%7c638175270482215426%7cunknown%7ctwfpbgzsb3d8eyjwijoimc4wljawmdailcjqijoiv2lumziilcjbtii6ik1hawwilcjxvci6mn0%3d%7c3000%7c%7c%7c&sdata=w0b5xc3s98d28edyw%2bu4dncumng%2fxac2ihlo309pita%3d&reserved=0" href="https://nam06.safelinks.protection.outlook.com/?url=https%3A%2F%2Fazure.microsoft.com%2Fen-us%2Fblog%2Fadvancing-azure-service-quality-with-artificial-intelligence-aiops%2F&data=05%7C01%7Cjianzha%40microsoft.com%7Cdef031631cf242b9349608db4106fba7%7C72f988bf86f141af91ab2d7cd011db47%7C1%7C0%7C638175270482215426%7CUnknown%7CTWFpbGZsb3d8eyJWIjoiMC4wLjAwMDAiLCJQIjoiV2luMzIiLCJBTiI6Ik1haWwiLCJXVCI6Mn0%3D%7C3000%7C%7C%7C&sdata=w0b5xC3S98D28eDYw%2BU4Dncumng%2FXaC2ihlo309pItA%3D&reserved=0" rel="noreferrer noopener" target="_blank">Advancing Azure Service quality with artificial intelligence: AIOps</a></p>
<p><a class="fui-Link ___1idfs5o f3rmtva f1ewtqcl fyind8e f1k6fduh f1w7gpdv fk6fouc fjoy568 figsok6 f1hu3pq6 f11qmguv f19f4twv f1tyq0we f1g0x7ka fhxju0i f1qch9an f1cnd47f fqv5qza f1vmzxwi f1o700av f13mvf36 f1cmlufx f9n3di6 f1ids18y f1tx3yz7 f1deo86v f1eh06m1 f1iescvh ftqa4ok f2hkw1w fhgqx19 f1olyrje f1p93eir f1h8hb77 f1x7u7e9 f10aw75t fsle3fq f17ae5zn" style="overflow-wrap: break-word;" title="https://nam06.safelinks.protection.outlook.com/?url=https%3a%2f%2fazure.microsoft.com%2fen-us%2fblog%2fadvancing-failure-prediction-and-mitigation-introducing-narya%2f&data=05%7c01%7cjianzha%40microsoft.com%7cdef031631cf242b9349608db4106fba7%7c72f988bf86f141af91ab2d7cd011db47%7c1%7c0%7c638175270482215426%7cunknown%7ctwfpbgzsb3d8eyjwijoimc4wljawmdailcjqijoiv2lumziilcjbtii6ik1hawwilcjxvci6mn0%3d%7c3000%7c%7c%7c&sdata=uu0u5yw28ycojw%2b6d6o4s2adcrowoidn3l8tdgr9hrw%3d&reserved=0" href="https://nam06.safelinks.protection.outlook.com/?url=https%3A%2F%2Fazure.microsoft.com%2Fen-us%2Fblog%2Fadvancing-failure-prediction-and-mitigation-introducing-narya%2F&data=05%7C01%7Cjianzha%40microsoft.com%7Cdef031631cf242b9349608db4106fba7%7C72f988bf86f141af91ab2d7cd011db47%7C1%7C0%7C638175270482215426%7CUnknown%7CTWFpbGZsb3d8eyJWIjoiMC4wLjAwMDAiLCJQIjoiV2luMzIiLCJBTiI6Ik1haWwiLCJXVCI6Mn0%3D%7C3000%7C%7C%7C&sdata=Uu0u5Yw28yCoJw%2B6d6O4s2aDCRowoiDN3l8tDGr9HRw%3D&reserved=0" rel="noreferrer noopener" target="_blank">Advancing failure prediction and mitigation – introducing Narya</a></p>
<p><a class="fui-Link ___1idfs5o f3rmtva f1ewtqcl fyind8e f1k6fduh f1w7gpdv fk6fouc fjoy568 figsok6 f1hu3pq6 f11qmguv f19f4twv f1tyq0we f1g0x7ka fhxju0i f1qch9an f1cnd47f fqv5qza f1vmzxwi f1o700av f13mvf36 f1cmlufx f9n3di6 f1ids18y f1tx3yz7 f1deo86v f1eh06m1 f1iescvh ftqa4ok f2hkw1w fhgqx19 f1olyrje f1p93eir f1h8hb77 f1x7u7e9 f10aw75t fsle3fq f17ae5zn" style="overflow-wrap: break-word;" title="https://nam06.safelinks.protection.outlook.com/?url=https%3a%2f%2fazure.microsoft.com%2fen-us%2fblog%2fadvancing-safe-deployment-with-aiops-introducing-gandalf%2f&data=05%7c01%7cjianzha%40microsoft.com%7cdef031631cf242b9349608db4106fba7%7c72f988bf86f141af91ab2d7cd011db47%7c1%7c0%7c638175270482215426%7cunknown%7ctwfpbgzsb3d8eyjwijoimc4wljawmdailcjqijoiv2lumziilcjbtii6ik1hawwilcjxvci6mn0%3d%7c3000%7c%7c%7c&sdata=aayxv7cqs4hhkxtkemb1hzs2f5feie%2fwlhvxyzkaiqe%3d&reserved=0" href="https://nam06.safelinks.protection.outlook.com/?url=https%3A%2F%2Fazure.microsoft.com%2Fen-us%2Fblog%2Fadvancing-safe-deployment-with-aiops-introducing-gandalf%2F&data=05%7C01%7Cjianzha%40microsoft.com%7Cdef031631cf242b9349608db4106fba7%7C72f988bf86f141af91ab2d7cd011db47%7C1%7C0%7C638175270482215426%7CUnknown%7CTWFpbGZsb3d8eyJWIjoiMC4wLjAwMDAiLCJQIjoiV2luMzIiLCJBTiI6Ik1haWwiLCJXVCI6Mn0%3D%7C3000%7C%7C%7C&sdata=aaYxV7cQs4HHKXtKemb1hzS2F5FEIe%2FwlhVXYZKAIqE%3D&reserved=0" rel="noreferrer noopener" target="_blank">Advancing safe deployment with AIOps – introducing Gandalf</a></p>
<p><a class="fui-Link ___1idfs5o f3rmtva f1ewtqcl fyind8e f1k6fduh f1w7gpdv fk6fouc fjoy568 figsok6 f1hu3pq6 f11qmguv f19f4twv f1tyq0we f1g0x7ka fhxju0i f1qch9an f1cnd47f fqv5qza f1vmzxwi f1o700av f13mvf36 f1cmlufx f9n3di6 f1ids18y f1tx3yz7 f1deo86v f1eh06m1 f1iescvh ftqa4ok f2hkw1w fhgqx19 f1olyrje f1p93eir f1h8hb77 f1x7u7e9 f10aw75t fsle3fq f17ae5zn" style="overflow-wrap: break-word;" title="https://nam06.safelinks.protection.outlook.com/?url=https%3a%2f%2fazure.microsoft.com%2fen-us%2fblog%2fadvancing-anomaly-detection-with-aiops-introducing-aidice%2f&data=05%7c01%7cjianzha%40microsoft.com%7cdef031631cf242b9349608db4106fba7%7c72f988bf86f141af91ab2d7cd011db47%7c1%7c0%7c638175270482215426%7cunknown%7ctwfpbgzsb3d8eyjwijoimc4wljawmdailcjqijoiv2lumziilcjbtii6ik1hawwilcjxvci6mn0%3d%7c3000%7c%7c%7c&sdata=dfbpmofvdlulcr%2bdch4i7%2faexky3m3glh6r4ohdwnvg%3d&reserved=0" href="https://nam06.safelinks.protection.outlook.com/?url=https%3A%2F%2Fazure.microsoft.com%2Fen-us%2Fblog%2Fadvancing-anomaly-detection-with-aiops-introducing-aidice%2F&data=05%7C01%7Cjianzha%40microsoft.com%7Cdef031631cf242b9349608db4106fba7%7C72f988bf86f141af91ab2d7cd011db47%7C1%7C0%7C638175270482215426%7CUnknown%7CTWFpbGZsb3d8eyJWIjoiMC4wLjAwMDAiLCJQIjoiV2luMzIiLCJBTiI6Ik1haWwiLCJXVCI6Mn0%3D%7C3000%7C%7C%7C&sdata=dFbpMofvdlulCR%2Bdch4I7%2FaExKY3m3Glh6r4OhDwnvg%3D&reserved=0" rel="noreferrer noopener" target="_blank">Advancing anomaly detection with AIOps – introducing AiDice</a> </p>
<p> </p>
<p><strong>Webinars</strong></p>
<p><a class="fui-Link ___1idfs5o f3rmtva f1ewtqcl fyind8e f1k6fduh f1w7gpdv fk6fouc fjoy568 figsok6 f1hu3pq6 f11qmguv f19f4twv f1tyq0we f1g0x7ka fhxju0i f1qch9an f1cnd47f fqv5qza f1vmzxwi f1o700av f13mvf36 f1cmlufx f9n3di6 f1ids18y f1tx3yz7 f1deo86v f1eh06m1 f1iescvh ftqa4ok f2hkw1w fhgqx19 f1olyrje f1p93eir f1h8hb77 f1x7u7e9 f10aw75t fsle3fq f17ae5zn" style="overflow-wrap: break-word;" title="https://nam06.safelinks.protection.outlook.com/?url=https%3a%2f%2fhcseattle.clubs.harvard.edu%2farticle.html%3faid%3d576&data=05%7c01%7cjianzha%40microsoft.com%7cdef031631cf242b9349608db4106fba7%7c72f988bf86f141af91ab2d7cd011db47%7c1%7c0%7c638175270482215426%7cunknown%7ctwfpbgzsb3d8eyjwijoimc4wljawmdailcjqijoiv2lumziilcjbtii6ik1hawwilcjxvci6mn0%3d%7c3000%7c%7c%7c&sdata=0be50g2wybkv1hhu8yfuuiyh4mavpmhm0t11a%2bkjo%2fg%3d&reserved=0" href="https://nam06.safelinks.protection.outlook.com/?url=https%3A%2F%2Fhcseattle.clubs.harvard.edu%2Farticle.html%3Faid%3D576&data=05%7C01%7Cjianzha%40microsoft.com%7Cdef031631cf242b9349608db4106fba7%7C72f988bf86f141af91ab2d7cd011db47%7C1%7C0%7C638175270482215426%7CUnknown%7CTWFpbGZsb3d8eyJWIjoiMC4wLjAwMDAiLCJQIjoiV2luMzIiLCJBTiI6Ik1haWwiLCJXVCI6Mn0%3D%7C3000%7C%7C%7C&sdata=0BE50g2wYBkV1HHU8yFuuiyh4mAVpmhM0T11a%2Bkjo%2Fg%3D&reserved=0" rel="noreferrer noopener" target="_blank">AIOps webinar </a>@ Harvard in Tech Seattle by Dongmei Zhang, Marcus Fontoura, Murali Chintalapati, and Igal Figlin</p>
<p><a class="fui-Link ___1idfs5o f3rmtva f1ewtqcl fyind8e f1k6fduh f1w7gpdv fk6fouc fjoy568 figsok6 f1hu3pq6 f11qmguv f19f4twv f1tyq0we f1g0x7ka fhxju0i f1qch9an f1cnd47f fqv5qza f1vmzxwi f1o700av f13mvf36 f1cmlufx f9n3di6 f1ids18y f1tx3yz7 f1deo86v f1eh06m1 f1iescvh ftqa4ok f2hkw1w fhgqx19 f1olyrje f1p93eir f1h8hb77 f1x7u7e9 f10aw75t fsle3fq f17ae5zn" style="overflow-wrap: break-word;" title="https://nam06.safelinks.protection.outlook.com/?url=https%3a%2f%2fwww.cs.cmu.edu%2fcalendar%2fthu-2021-12-02-1630%2fscs-distinguished-industry-lecture&data=05%7c01%7cjianzha%40microsoft.com%7cdef031631cf242b9349608db4106fba7%7c72f988bf86f141af91ab2d7cd011db47%7c1%7c0%7c638175270482215426%7cunknown%7ctwfpbgzsb3d8eyjwijoimc4wljawmdailcjqijoiv2lumziilcjbtii6ik1hawwilcjxvci6mn0%3d%7c3000%7c%7c%7c&sdata=dfpcynyd6%2fymco%2fgloapvewwhvsgpqulvz8rpxgnys8%3d&reserved=0" href="https://nam06.safelinks.protection.outlook.com/?url=https%3A%2F%2Fwww.cs.cmu.edu%2Fcalendar%2Fthu-2021-12-02-1630%2Fscs-distinguished-industry-lecture&data=05%7C01%7Cjianzha%40microsoft.com%7Cdef031631cf242b9349608db4106fba7%7C72f988bf86f141af91ab2d7cd011db47%7C1%7C0%7C638175270482215426%7CUnknown%7CTWFpbGZsb3d8eyJWIjoiMC4wLjAwMDAiLCJQIjoiV2luMzIiLCJBTiI6Ik1haWwiLCJXVCI6Mn0%3D%7C3000%7C%7C%7C&sdata=dFpcynyd6%2FYmco%2FgLoApvewwhVsgPQULvz8RPXGnYs8%3D&reserved=0" rel="noreferrer noopener" target="_blank">AIOps Distinguished Industry Lecture </a>by Mark Russinovich at Carneige Mellon University</p>
<p>In addition, the customer can learn more about cutting edge AIOps solutions across industry through participation of <a class="fui-Link ___1idfs5o f3rmtva f1ewtqcl fyind8e f1k6fduh f1w7gpdv fk6fouc fjoy568 figsok6 f1hu3pq6 f11qmguv f19f4twv f1tyq0we f1g0x7ka fhxju0i f1qch9an f1cnd47f fqv5qza f1vmzxwi f1o700av f13mvf36 f1cmlufx f9n3di6 f1ids18y f1tx3yz7 f1deo86v f1eh06m1 f1iescvh ftqa4ok f2hkw1w fhgqx19 f1olyrje f1p93eir f1h8hb77 f1x7u7e9 f10aw75t fsle3fq f17ae5zn" style="overflow-wrap: break-word;" title="https://nam06.safelinks.protection.outlook.com/?url=https%3a%2f%2fcloudintelligenceworkshop.org%2findex.html&data=05%7c01%7cjianzha%40microsoft.com%7cdef031631cf242b9349608db4106fba7%7c72f988bf86f141af91ab2d7cd011db47%7c1%7c0%7c638175270482215426%7cunknown%7ctwfpbgzsb3d8eyjwijoimc4wljawmdailcjqijoiv2lumziilcjbtii6ik1hawwilcjxvci6mn0%3d%7c3000%7c%7c%7c&sdata=vxhoekgafy17bf%2fwlwavujibfpew9xcvzmlf7kntndo%3d&reserved=0" href="https://nam06.safelinks.protection.outlook.com/?url=https%3A%2F%2Fcloudintelligenceworkshop.org%2Findex.html&data=05%7C01%7Cjianzha%40microsoft.com%7Cdef031631cf242b9349608db4106fba7%7C72f988bf86f141af91ab2d7cd011db47%7C1%7C0%7C638175270482215426%7CUnknown%7CTWFpbGZsb3d8eyJWIjoiMC4wLjAwMDAiLCJQIjoiV2luMzIiLCJBTiI6Ik1haWwiLCJXVCI6Mn0%3D%7C3000%7C%7C%7C&sdata=vXhoekGAFY17Bf%2FWLWAVUjIBfPew9xcVZMlf7knTNdo%3D&reserved=0" rel="noreferrer noopener" target="_blank">Cloud Intelligence / AIOps workshop</a>. </p>
<p> </p>
<p>Other updates:</p>
<p style="margin: 0in; font-family: Calibri; font-size: 11.0pt;"><a href="https://azure.microsoft.com/en-us/updates/generally-available-azure-monitor-alerts-now-suggests-signals-to-alert-on/">Generally available: Azure Monitor alerts now suggests signals to alert on | Azure updates | Microsoft Azure</a></p>
<p style="margin: 0in; font-family: Calibri; font-size: 11.0pt;"> </p>
<p style="margin: 0in; font-family: Calibri; font-size: 11.0pt;"><a href="https://azure.microsoft.com/en-us/updates/azure-advisor-vmvmss-rightsizing-recommendations-with-custom-lookback-period/">Azure Advisor VM/VMSS right-sizing recommendations with custom lookback period | Azure updates | Microsoft Azure</a></p>
<p style="margin: 0in; font-family: Calibri; font-size: 11.0pt;"> </p>
<p style="margin: 0in; font-family: Calibri; font-size: 11.0pt;"><a href="https://azure.microsoft.com/en-us/updates/generally-available-serverless-sql-for-azure-databricks/">https://azure.microsoft.com/en-us/updates/generally-available-serverless-sql-for-azure-databricks/</a></p>
<p style="margin: 0in; font-family: Calibri; font-size: 11.0pt;"><a href="https://azure.microsoft.com/en-us/updates/generally-available-azure-event-hubs-dedicated-selfserve-scalable-clusters-for-mission-critical-kafka-amqp-and-https-workload/">https://azure.microsoft.com/en-us/updates/generally-available-azure-event-hubs-dedicated-selfserve-scalable-clusters-for-mission-critical-kafka-amqp-and-https-workload/</a></p>
<p><!--StartFragment--> <!--EndFragment--></p>
<p style="margin: 0in; font-family: Calibri; font-size: 11.0pt;"><a href="https://azure.microsoft.com/en-us/updates/generally-available-ebsv5-and-ebdsv5-nvmeenabled-vm-sizes/">https://azure.microsoft.com/en-us/updates/generally-available-ebsv5-and-ebdsv5-nvmeenabled-vm-sizes/</a></p>
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