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tact us contribute help learn to edit community portal recent changes upload file special pages search search appearance donate create account log in personal tools donate create account log in contents move to sidebar hide top 1 types of cloud computing environments 2 challenges of cloud computing 3 references 4 further reading toggle the table of contents ibm google cloud computing university initiative 1 language qaraqalpaqsha edit links article talk english read edit view history tools tools move to sidebar hide actions read edit view history general what links here related changes upload file permanent link page information cite this page get shortened url switch to legacy parser print export download as pdf printable version in other projects wikidata item appearance move to sidebar hide from wikipedia the free encyclopedia this article needs more citations please help improve this article by adding citations to reliable sources unsourced material may be challenged and removed find sources ibm google cloud computing university initiative news newspapers books scholar jstor october 2024 learn how and when to remove this message 2009 project ibm was a 2009 project using the resources developed in 2007 s ibm google cloud computing partnership this initiative was to provide access to cloud computing for the universities of all countries 1 this initiative was funded by the national science foundation awarding 5 million in grants to 14 universities including university of washington carnegie mellon university and massachusetts institute of technology 1 the goal of this initiative was to enhance university curricula in parallel programming techniques and to promote cloud computing research and development 2 with funding help from the u s national science foundation the cloud computing initiative provided assistance to hundreds of university scientists working on research projects 3 by 2011 google and ibm were completing the program since high performance cloud computing clusters had become widely available to researchers at reasonable costs 4 types of cloud computing environments edit public clouds provide a flexible and cost effective solution for individuals and organizations to access computing resources they are managed by third party providers the cloud infrastructures are commercial cloud infrastructures there is very minimal financial investment these clouds operates on a pay per use basis private clouds the cloud infrastructures are dedicated infrastructures maintained for a specific organization either in house or third party they operate mainly for the benefit of the organization and is usually managed by the organization s it department hybrid clouds integration of both private and public cloud environments this allows movement of data and applications between them to provide more flexibility community cloud this cloud infrastructure is a shared infrastructure used by multiple organizations with similar interests and need challenges of cloud computing edit data protection data protection is a critical concern for enterprises which causes them to be hesitant to trust vendors with their data security the worry is data loss to competitors and maintaining consumer confidentiality in cloud environments the responsibility for data security shifts to service providers which makes the enterprises to rely on them for protection security and privacy security and privacy are major concerns in cloud computing especially around data storage and monitoring by service providers moving to a shared infrastructure raises the risk of unauthorized access identity management and many more data and application interoperability this allows systems to uses standard interfaces to work together regardless of their location whether in public clouds private clouds or traditional it environments cloud providers must support interoperability standards allowing organizations to integrate capabilities from various providers into their applications management capabilities essential features like auto scaling are critical for many enterprises there is a significant opportunity to enhance scalability to enhance scalability and load balancing functionalities currently offered metering and monitoring cloud providers need effective monitoring of system performance across various solutions they also must provide consistent formats for monitoring cloud applications and compatibility with existing systems references edit 1 2 national science foundation awards millions to fourteen universities for cloud computing research ibm april 23 2009 archived from the original on may 4 2009 naghshineh m ratnaparkhi r dillenberger d doran j r dorai c anderson l pacifici g snowdon j l azagury a vanderwiele m wolfsthal y july 2009 ibm research division cloud computing initiative ibm journal of research and development 53 4 1 1 1 10 doi 10 1147 jrd 2009 5429055 issn 0018 8646 via ieee xplore gonzalez amado january 11 2012 the payoff from the ibm google university research cloud fiu archived from the original on september 23 2023 retrieved march 27 2014 the payoff from the ibm google university research cloud ibm december 22 2011 1 further reading edit chen jiajia qian fuliang yan wenying shen bairong march 17 2013 translational biomedical informatics in the cloud present and future biomed res int 2013 658925 doi 10 1155 2013 658925 pmc 3613081 pmid 23586054 note this cloud research references the initiative v t e google a subsidiary of alphabet company divisions ai area 120 atap brain china cloud platform energy google org crisis response registry subsidiaries active deepmind fitbit ita software jigsaw looker mandiant security operations owlchemy labs defunct actifio adscape akwan information technologies anvato apigee bandpage bitium bufferbox crashlytics dodgeball doubleclick dropcam endoxon flutter global ip solutions green throttle games greenborder gridcentric imageamerica impermium invite media kaltix marratech meebo metaweb neotonic software neverware nik software orbitera pyra labs quest visual reqwireless rightsflow sidewalk labs slicklogin titan aerospace typhoon studios urban engines vicarious viewdle wavii wildfire interactive youtube next lab and audience development group programs business groups computing university initiative contact lens content id crosscheck data liberation front data transfer project developer expert digikavach digipivot digital garage digital news initiative digital unlocked dragonfly founders award free zone get your business online google for education google for health google for startups living stories made with code news lab powermeter privacy sandbox project nightingale project nimbus project sunroof project zero quantum artificial intelligence lab rechargeit sensorvault silicon initiative solve for x street view trusted student ambassador program vevo youtube brandconnect youtube creator awards youtube select youtube original channel initiative year in search youtube rewind 2018 2019 events alphago versus fan hui alphago versus lee sedol alphago versus ke jie android developer challenge android developer day android developer lab cnn youtube presidential debates code in code jam developer day developers live doodle4google future of go summit g day hash code i o lunar x prize mapathon science fair summer of code world chess championship 2024 youtube awards youtube comedy week youtube live youtube music awards 2013 2015 youtube space lab youtube symphony orchestra infrastructure 111 eighth avenue android lawn statues androidland barges binoculars building central saint giles chelsea market chrome zone data centers geoeye 1 googleplex ivanpah solar power facility james r thompson center king s cross mayfield mall pier 57 sidewalk toronto st john s terminal submarine cables dunant grace hopper unity wifi youtube space youtube theater people current krishna bharat sergey brin co founder john doerr john l hennessy urs hölzle salar kamangar ray kurzweil neal mohan rick osterloh larry page co founder sundar pichai ceo ruth porat cio ram shriram former andy bechtolsheim vint cerf david cheriton matt cutts jeff dean david drummond alan eustace timnit gebru sanjay ghemawat al gore omid kordestani ann mather alan mulally paul otellini patrick pichette eric schmidt rajen sheth amit singhal shirley m tilghman hal varian rachel whetstone susan wojcicki criticism general censorship degoogle fairsearch google s ideological echo chamber no tech for apartheid privacy concerns street view youtube trade unions alphabet workers union youtube copyright issues incidents backdoor advertisement controversy blocking of youtube videos in germany data breach elsagate fantastic adventures scandal kohistan video case reactions to innocence of muslims san francisco tech bus protests services outages slovenian government incident walkouts 2018 youtube headquarters shooting other android apps april fools day jokes doodles doodle champion island games magic cat academy pac man easter eggs history gmail search youtube logo material design mergers and acquisitions development software a c accelerated linear algebra amp actions on google alts american fuzzy lop android cloud to device messaging android debug bridge android ndk android runtime android sdk android studio angular angularjs antigravity apache beam apis app engine app inventor app maker app runtime for chrome apps script appsheet arcore base bazel beyondcorp bigtable bigquery bionic blockly borg caja cameyo chart api charts chrome frame chromium blink closure tools cloud connect cloud dataflow cloud datastore cloud messaging cloud shell cloud storage code search compute engine cpplint d n dalvik data protocol data studio dialogflow exposure notification fast pair fastboot federated learning of cohorts file system firebase firebase studio firebase cloud messaging flatbuffers flutter freebase gadgets ganeti gears gerrit glop grpc gson guava guetzli guice gvisor gyp jax jetpack compose keyhole markup language kubernetes kythe leveldb lighthouse lmctfy mapreduce mashup editor matter mobile services namebench native client neatx neural machine translation nomulus o z open location code openrefine opensocial optimize or tools pack pagespeed piper plugin for eclipse polymer programmable search engine project shield public dns recaptcha renderscript safetynet sagetv schema org search console shell sitemaps skia graphics engine spanner sputnik stackdriver swiffy tango tensorflow tesseract test translator toolkit urchin utm parameters v8 virustotal visbug wave federation protocol weave web accelerator web designer web server web toolkit webdriver torso webrtc android major cupcake donut eclair froyo gingerbread honeycomb ice cream sandwich jelly bean kitkat lollipop marshmallow nougat oreo pie 10 11 12 13 14 15 16 version history smartphones automotive go devices things tv devices xr operating system chromeos chromeos flex chromiumos fuchsia glass os google tv glinux goobuntu wear os ml model bert chinchilla dreambooth gemini gemini robotics gemma imagen 2023 lamda palm t5 veo text to video model videopoet xlnet neural network efficientnet gato inception mobilenet transformer wavenet program alphadev alphafold alphageometry alphago alphago zero alphastar alphazero master muzero format codec aab apk av1 ilbc isac libvpx lyra protocol buffers ultra hdr vp3 vp6 vp8 vp9 webm webp woff2 languages carbon dart go sawzall search algorithm googlebot hummingbird mobilegeddon pagerank matrix panda penguin pigeon rankbrain domain name app dev google zip g co google by typeface croscore noto product sans roboto software search ai overviews knowledge graph safesearch scholar shopping images books ngram viewer ads ad manager admob ads adsense analytics chrome apps dinosaur game experiments remote desktop web store web gmail translate calendar docs sheets slides gemini workspace marketplace nano banana google fonts earth maps street view tenor safe browsing sites account dashboard takeout android android auto meet messages news play books games pass services waze gboard photos pay wallet pixel camera lens assistant authenticator classroom youtube kids music premium shorts studio tv vr other kaggle notebooklm input tools japanese fi wireless widevine hardware pixel phones pixel 2 3 3a 4 4a 5 5a 6 6a 7 7a fold 8 8a 9 pro fold 9a 10 pro fold 11 pro pro fold watch 2 3 4 tablets c slate tablet laptops chromebook pixelbook go buds nexus phones one s galaxy 4 5 6 5x 6p tablets 7 2012 10 7 2013 9 q player other consumer cardboard chromebook chromebox chromecast fitbit project iris nest smart speakers thermostat wifi play edition android one chromebit clips daydream liftware onhub enterprise glass sycamore processor tensor tensor processing unit titan security key android dev phone liquid galaxy project ara pixel visual core search appliance v t e litigation advertising feldman v google inc 2007 rescuecom corp v google inc 2009 goddard v google inc 2009 rosetta stone ltd v google inc 2012 google inc v american blind wallpaper factory inc 2017 jedi blue antitrust european union 2010 present united states v adobe systems inc apple inc google inc intel corporation intuit inc and pixar 2011 umar javeed sukarma thapar aaqib javeed vs google llc and ors 2019 united states v google llc 2020 epic games v google 2021 united states v google llc 2023 intellectual property perfect 10 inc v amazon com inc 2007 viacom international inc v youtube inc 2010 lenz v universal music corp 2015 authors guild inc v google inc 2015 field v google inc 2016 google llc v oracle america inc 2021 smartphone patent wars privacy rocky mountain bank v google inc 2009 hibnick v google inc 2010 united states v google inc 2012 judgement of the german federal court of justice on google s autocomplete function 2013 joffe v google inc 2013 mosley v sarl google 2013 google spain v aepd and mario costeja gonzález 2014 frank v gaos 2019 other garcia v google 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