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description=I make AI infrastructure make sense. I just joined ClearML as Director of Product… · Experience: ClearML · Education: Florida State University · Location: Austin · 500+ connections on LinkedIn. View Gina Rosenthal’s profile on LinkedIn, a professional community of 1 billion members.;

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Text of the page (random words):
ise storage wasn t built for how 10 3 comments ctera wants your file system to be the ai agent coordination layer jul 19 2026 ctera wants your file system to be the ai agent coordination layer at ai infrastructure field day 5 every vendor seemed to be racing toward the same question what happens to your 8 storage is back baby inside snia s case for ai infrastructure jul 6 2026 storage is back baby inside snia s case for ai infrastructure storage is back baby snia s storage ai initiative tackles the problems we are bound to see as the industry realizes 16 1 comment can more compute create agi or is something missing may 19 2026 can more compute create agi or is something missing the ai industry is spending hundreds of billions chasing something that doesn t exist yet agi so what would it 3 5 comments traefik labs the api gateway for cloud native ai nov 14 2025 traefik labs the api gateway for cloud native ai during tfdx at kubecon i had the chance to hear from sudeep goswami ceo of traefik labs what traefik labs offers 10 generative ai vs machine learning key differences explained nov 10 2025 generative ai vs machine learning key differences explained some people say we are in the age of ai in fact we seem to be smack in the middle of a bubble ai is all anyone in 22 13 comments netapp afx and ai data engine transforming enterprise ai storage oct 29 2025 netapp afx and ai data engine transforming enterprise ai storage during netapp s big customer conference we heard about how they are making ai real for their customers but did they 14 4 comments meet llm seeding the new content monster aug 1 2025 meet llm seeding the new content monster it s obvious that seo driven organic traffic is broken the big reason is because users now use llms instead of search 16 7 comments unlocking the power of agentic ai at qlik connect 2025 may 20 2025 unlocking the power of agentic ai at qlik connect 2025 last week qlik connect 2025 lit up orlando with groundbreaking announcements that promise to reshape the future of 17 1 comment from curiosity to clarity understanding transformers rhlf and attention mechanisms in ai may 6 2025 from curiosity to clarity understanding transformers rhlf and attention mechanisms in ai christofer hoff posted a conversation he had with an ai influencer it has caught fire so be sure to check it out 7 show more see all articles activity 4k followers posts comments reactions no more previous content gina rosenthal gina rosenthal 6h report this post gina rosenthal shared this storage was never the boring part of the stack people just treated it that way buying it plugging it in and ignoring it until it filled up ai put a stop to that companies are spending millions on gpus and then watching them sit idle waiting on data turns out the bottleneck usually isn t the gpu it s storage that was never built for how ai moves data i wrote some basics down inspired by content from snia solidigm chin fah heoh and highfens on how data moves through ai infrastructure full post linked below aiinfrastructure storageforai dataarchitecture enterpriseit aiworkloads aiifd5 the hidden cost of ignoring ai storage the hidden cost of ignoring ai storage gina rosenthal 10 3 comments copy linkedin facebook x gina rosenthal gina rosenthal 3d report this post gina rosenthal shared this this is a great explanation ethan banks this reminded me of the table you just posted no claude s watermark doesn t make the writing worse no claude s watermark doesn t make the writing worse laurie voss 2 1 comment copy linkedin facebook x gina rosenthal reposted this report this post gina rosenthal reposted this highfens highfens 1w gina rosenthal reposted this we wrote the series on gpu ai scheduling based on our market observations the message just buy more hardware combined with ongoing supply chain issues acting as an amplifier is causing the efficiency of ai clusters to be low too low the good news is that you have options to increase efficiency and roi gpu capacity is expensive wasted gpu capacity is worse many enterprise ai teams are still measuring the wrong thing they look at allocation and assume the infrastructure is productive but reserved gpus do not create business value utilized gpus do the real question for organizations is simple are we getting more ai output from the infrastructure we already own this carousel summarizes our 5 post series on efficient ai scheduling covering allocation gang scheduling resource starvation priority aware scheduling and utilization aware scheduling better scheduling can help teams reduce waste improve throughput and make ai infrastructure spend easier to defend swipe through the carousel and ask your team where are our gpus reserved but not delivering we are always looking to solve problems and never shy away from a challenge or two what should we write about next is it worth another series let us know in the comments see below for a link to all five blogs airoi enterpriseai gpuoptimization aiinfrastructure highfens public_profile__posts 4 2 comments copy linkedin facebook x gina rosenthal reposted this report this post gina rosenthal reposted this yadin porter de león yadin porter de león 1w gina rosenthal reposted this i m hiring i m looking for a curious and passionate product marketing sr lead for sales enablement for my customer zero team dm me please customer zero is how salesforce proves its own transformation into an agentic enterprise this role will ensure those stories are not only compelling but usable and impactful in real sales conversations big caveat i m only looking for people in these geos indiana indianapolis georgia atlanta texas dallas texas austin colorado denver https lnkd in gbv7tfzg salesforce jobs salesforce jobs 39 4 comments copy linkedin facebook x gina rosenthal gina rosenthal 1w report this post gina rosenthal shared this when ray lucchesi shared this article i was wondering why nvidia had so many announcements that seemed out of cycle for them well fms future of memory and storage was last week and nvidia used it to announce a few things one was a new industry initiative called storage next that will promote their open sourced cufile apis and the storage stack beneath them these files traditionally lie in the proprietary cuda stack so why open source them now i ll just quote from the techradar article the kv cache essentially the attention state for every token already processed grows with context length and agentic deployments run thousands of concurrent conversations it quickly outgrows gpu memory and recomputing evicted entries costs more gpu time than reading them back so the standard design spills from gpu memory to system memory and flash and refills through high volumes of small random reads serving that from flash rather than dram increases the context length and the concurrent user count each gpu can support which in turn affects the per user cost of serving a model this also explains why nvidia is focusing on 512 byte iops rather than raw bandwidth since inference performance depends heavily on the former that s interesting for flash drives 4kb read requests are the norm if you know this too you probably also have trauma from supporting oracle back in the day the problem is that inference reads are very small but you have lots and lots of them at around 512 bytes if the flash drives are tuned for 4kb and get hit with tons of small requests it will over saturate the drive really fast nvidia needs the rest of the industry to get on board and adopt their open sourced technology to open the way for flash drives to feed their gpus for inference the question becomes what s the alternative to using nvidia s stack tech goes in cycles and now we re swinging over to small sized read requests to increase gpu utilization it reminds me of those oracle days and supporting clariion i also wonder was there real time tech reporting during the ethernet vs token ring protocol war i ve only heard those stories from the victor s point of view we re living through history y all techradar link in the comments aiifd protocolwars fms cufile aistorage public_profile__posts 6 1 comment copy linkedin facebook x gina rosenthal gina rosenthal 2w report this post gina rosenthal shared this i promise this isn t a spoiler vmax played a pretty important role in the new spiderman movie crazy huh even glenn dekhayser can t believe it vmax throwback techfieldday https lnkd in g7hwsmbt dell emc vmax all flash overview with vince westin dell emc vmax all flash overview with vince westin 3 8 comments copy linkedin facebook x gina rosenthal reposted this report this post gina rosenthal reposted this joyce tompsett joyce tompsett 2w gina rosenthal reposted this hello network this is a callout to folks who do not work in ar it is most likely a call to pmms or comms folks who have picked up ar functionality in their work and where there is no dedicated ar function perhaps it has always been this way in your company but also it may be more recent and you have become the accidental ar person if that is you would you be willing to have a chat with me on this topic i am curious about what that looks like for you and your observations if you d be willing to chat just message me here if you see this post please share it with your network to help me get distribution to more folks many thanks to all public_profile__posts 10 2 comments copy linkedin facebook x gina rosenthal reposted this report this post gina rosenthal reposted this james urquhart james urquhart 3w gina rosenthal reposted this as of last week i am no longer with kamiwazaai this was due to a shift in strategy that i can completely understand there are some phenomenal opportunities in front of kamiwaza and i wish them all the best great version 1 0 product by the way if you have serious governance issues when it comes to ai especially inference you should check them out this means that i am indeed looking for my next opportunity i do so with a deep knowledge of how ai integrates with the existing enterprise software estate but also how ai development and solution building is going to completely change the way enterprises institutions governments evolve in the coming decades i am grateful for the responses i ve gotten from the people that already know i have several very exciting conversations underway and am blown away by what is being created in startups enterprises and the enterprise software market right now if you are looking to fulfill a field cto fractional or virtual cto architect solutions architect or other customer facing technologist role please reach out i d love to see if i am a fit 38 5 comments copy linkedin facebook x gina rosenthal reposted this report this post gina rosenthal reposted this beth pariseau beth pariseau 3w gina rosenthal reposted this mcp goes stateless which will make it easier for enterprises to use at production scale but will require developers to update both clients and servers my coverage of today s major release for the agentic ai foundation featuring comments from nate barbettini suresh gangula rob strechay jim mercer and torsten volk https lnkd in efftk589 stateless mcp seen as step forward for enterprise ai techtarget stateless mcp seen as step forward for enterprise ai techtarget 35 4 comments copy linkedin facebook x no more next content slide to item 1 slide to item 2 slide to item 3 slide to item 4 slide to item 5 slide to item 6 slide to item 7 slide to item 8 slide to item 9 gina rosenthal replied to a comment 2h i m glad you liked it my plan is to help everyone see how cool storage is gina rosenthal commented on a post 5h saving for later no more previous content gina rosenthal reacted on this report this post gina rosenthal reacted on this dave graham dave graham 6h gina rosenthal reacted on this 48hrs from now all my stuff will be picked up and spend 8 10 weeks in a container on its way to my next adventure time to move on to the next adventure 14 6 comments copy linkedin facebook x gina rosenthal liked this report this post gina rosenthal liked this storage was never the boring part of the stack people just treated it that way buying it plugging it in and ignoring it until it filled up ai put a stop to that companies are spending millions on gpus and then watching them sit idle waiting on data turns out the bottleneck usually isn t the gpu it s storage that was never built for how ai moves data i wrote some basics down inspired by content from snia solidigm chin fah heoh and highfens on how data moves through ai infrastructure full post linked below aiinfrastructure storageforai dataarchitecture enterpriseit aiworkloads aiifd5 the hidden cost of ignoring ai storage the hidden cost of ignoring ai storage gina rosenthal 10 3 comments copy linkedin facebook x gina rosenthal liked this report this post gina rosenthal liked this eric holland eric holland 6d gina rosenthal liked this last year a stoic stopped his own keynote to ask me about my fake mustache that stoic was ryan holiday if you don t know ryan that s okay i didn t know who he was either he s like the stoicism guy you can tell by his best selling books sold out talks and even a podcast that rivals we re not marketers and the only reason i know his name is because dave did his thing brought in some killer speakers for year 2 at drive and introduced me to a topic i ve only heard of in passing halfway through his talk he stops points into the crowd right at us what s going on with the mustaches i froze said something stupid zach covered for me and the stoic went right back to his talk like nothing happened but we were losing it we got the ryan holiday to break his stride over our dumb little bit fast forward to last night my fiancée s trying to sleep while i m sneaking an episode of bill maher like i have almost every week for the last year and a half context he always opens one on one with a guest and last night his guest was ryan holiday now of course i just laid there grinning like an idiot because three years ago we re not marketers was a dumb little outlet for product marketers to vent and feel like they weren t alone in this world and somehow by showing up to these events paying money we don t always have at the time and refusing to hide in the corner we ve ended up in the same rooms as people who get invited onto late night tv i don t know if there s a point to all of this but if there is it s that your life can change at a thing you almost didn t go to someone you admire can pick you out of a crowd but only if you choose to be in the crowd if you re a marketer drive by exit five is less than a month out go see if there are tickets left ️ exitfive com drive if you re not a marketer the first and maybe only death to marketing is 50 days away ️ death to marketing com i ll be at both changing my life x2 public_profile__reactions 21 11 comments copy linkedin facebook x gina rosenthal liked this report this post gina rosenthal liked this harve...