{"title":"云中支持ai的服务器的未来——一项调查","authors":"Rohitha Pasumarty, R. Praveen, Mahesh T R","doi":"10.1109/I-SMAC52330.2021.9640925","DOIUrl":null,"url":null,"abstract":"People were anxious about the perils of cloud computing adaptation in the previous decade. It was a completely new concept that elevated many questions than it responded. We've been hearing more recently about the consequences of not using the cloud. Microsoft Azure, Amazon Web-Services (AWS), and Google Cloud-Platform (GCP), among others, have constructed complicated cloud systems that are operating the agenda of cloud and delivering innovative novel solutions to satisfy the requirements of modern enterprises. Hyperscale data centres are increasingly turning to specialist chips like GPUs (Graphics Processing-Units), FPGAs (Field-Programmable-Gating-Arrays), and ASICs when it comes to processors, which are at the heart of the cloud, it is also considered as the part of an AI (Artificial Intelligence) discovery process, thus a quantitative study on database server design has also been included. After analyzing and detailing different discovered methodologies and frameworks, this research work has developed a hybrid hardware framework for efficient AI applications.","PeriodicalId":178783,"journal":{"name":"2021 Fifth International Conference on I-SMAC (IoT in Social, Mobile, Analytics and Cloud) (I-SMAC)","volume":"69 1","pages":"0"},"PeriodicalIF":0.0000,"publicationDate":"2021-11-11","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"3","resultStr":"{\"title\":\"The Future of AI-enabled servers in the cloud- A Survey\",\"authors\":\"Rohitha Pasumarty, R. Praveen, Mahesh T R\",\"doi\":\"10.1109/I-SMAC52330.2021.9640925\",\"DOIUrl\":null,\"url\":null,\"abstract\":\"People were anxious about the perils of cloud computing adaptation in the previous decade. It was a completely new concept that elevated many questions than it responded. We've been hearing more recently about the consequences of not using the cloud. Microsoft Azure, Amazon Web-Services (AWS), and Google Cloud-Platform (GCP), among others, have constructed complicated cloud systems that are operating the agenda of cloud and delivering innovative novel solutions to satisfy the requirements of modern enterprises. Hyperscale data centres are increasingly turning to specialist chips like GPUs (Graphics Processing-Units), FPGAs (Field-Programmable-Gating-Arrays), and ASICs when it comes to processors, which are at the heart of the cloud, it is also considered as the part of an AI (Artificial Intelligence) discovery process, thus a quantitative study on database server design has also been included. After analyzing and detailing different discovered methodologies and frameworks, this research work has developed a hybrid hardware framework for efficient AI applications.\",\"PeriodicalId\":178783,\"journal\":{\"name\":\"2021 Fifth International Conference on I-SMAC (IoT in Social, Mobile, Analytics and Cloud) (I-SMAC)\",\"volume\":\"69 1\",\"pages\":\"0\"},\"PeriodicalIF\":0.0000,\"publicationDate\":\"2021-11-11\",\"publicationTypes\":\"Journal Article\",\"fieldsOfStudy\":null,\"isOpenAccess\":false,\"openAccessPdf\":\"\",\"citationCount\":\"3\",\"resultStr\":null,\"platform\":\"Semanticscholar\",\"paperid\":null,\"PeriodicalName\":\"2021 Fifth International Conference on I-SMAC (IoT in Social, Mobile, Analytics and Cloud) (I-SMAC)\",\"FirstCategoryId\":\"1085\",\"ListUrlMain\":\"https://doi.org/10.1109/I-SMAC52330.2021.9640925\",\"RegionNum\":0,\"RegionCategory\":null,\"ArticlePicture\":[],\"TitleCN\":null,\"AbstractTextCN\":null,\"PMCID\":null,\"EPubDate\":\"\",\"PubModel\":\"\",\"JCR\":\"\",\"JCRName\":\"\",\"Score\":null,\"Total\":0}","platform":"Semanticscholar","paperid":null,"PeriodicalName":"2021 Fifth International Conference on I-SMAC (IoT in Social, Mobile, Analytics and Cloud) (I-SMAC)","FirstCategoryId":"1085","ListUrlMain":"https://doi.org/10.1109/I-SMAC52330.2021.9640925","RegionNum":0,"RegionCategory":null,"ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"","JCRName":"","Score":null,"Total":0}
The Future of AI-enabled servers in the cloud- A Survey
People were anxious about the perils of cloud computing adaptation in the previous decade. It was a completely new concept that elevated many questions than it responded. We've been hearing more recently about the consequences of not using the cloud. Microsoft Azure, Amazon Web-Services (AWS), and Google Cloud-Platform (GCP), among others, have constructed complicated cloud systems that are operating the agenda of cloud and delivering innovative novel solutions to satisfy the requirements of modern enterprises. Hyperscale data centres are increasingly turning to specialist chips like GPUs (Graphics Processing-Units), FPGAs (Field-Programmable-Gating-Arrays), and ASICs when it comes to processors, which are at the heart of the cloud, it is also considered as the part of an AI (Artificial Intelligence) discovery process, thus a quantitative study on database server design has also been included. After analyzing and detailing different discovered methodologies and frameworks, this research work has developed a hybrid hardware framework for efficient AI applications.