[{"data":1,"prerenderedAt":174},["ShallowReactive",2],{"news-\u002Fnews\u002Fscaling-past-cpu-memory-constraints":3},{"id":4,"title":5,"author":6,"authorPhoto":7,"body":8,"date":165,"description":17,"extension":166,"leadImage":167,"logoMark":7,"meta":168,"navigation":169,"path":170,"seo":171,"stem":172,"__hash__":173},"news\u002Fnews\u002Fscaling-past-cpu-memory-constraints.md","Scaling Past the CPU and Memory Constraints with OneBucket™","Shayne Stubbs",null,{"type":9,"value":10,"toc":156},"minimark",[11,18,25,30,33,39,43,46,51,55,58,86,90,96,122,127,130,144],[12,13,14],"p",{},[15,16,17],"strong",{},"OneBucket for Dev\u002FTest and the first two months are Free!",[12,19,20,21,24],{},"Attimis OneBucket now offers ",[15,22,23],{},"Dev\u002FTest solutions"," designed to make your infrastructure feel local, even when your data is thousands of miles away. We bridge the gap between data and compute, letting you test across multiple sources without the crushing weight of egress costs.",[26,27,29],"h3",{"id":28},"the-great-resourcewall","The Great Resource Wall",[12,31,32],{},"Headlines today are extreme. On one hand, we see Nvidia’s performance exploding at 10x per generation. On the other hand, we are hitting a resource wall.",[12,34,35,36],{},"In a world where specialized hardware is scarce, the giants are cornering the supply chain. When players like OpenAI secure massive portions of the world’s DRAM wafers for “Stargate” infrastructure, the “trickle-down” effect for the rest of us isn’t faster tech — it’s ",[15,37,38],{},"rising costs and limited access.",[26,40,42],{"id":41},"from-new-york-to-the-globalgrid","From New York to the Global Grid",[12,44,45],{},"I live in New York. It’s expensive here, but this isn’t just an NYC story — it’s a global challenge. Whether you’re in Manhattan, London, or Tokyo, we are all milking the same shrinking pool of resources. As the “digital rent” for compute and memory rises, the barrier to entry for a meaningful Dev\u002FTest environment grows higher.",[12,47,48],{},[15,49,50],{},"The challenge for a developer isn’t just the price of a compute and memory; it’s the proximity of data sources.",[26,52,54],{"id":53},"the-developers-dilemma-data-silos-gravity-and-complexity","The Developer’s Dilemma: Data Silos, Gravity and Complexity",[12,56,57],{},"In the real world, your compute is rarely sitting right next to your data. This creates four major hurdles:",[59,60,61,68,74,80],"ul",{},[62,63,64,67],"li",{},[15,65,66],{},"Siloed Environments:"," Data lives across DCs, multiple clouds, and the edge.",[62,69,70,73],{},[15,71,72],{},"Multi-Source Data:"," Connectivity, switching and aggregating data sources is horribly painful and delays engineering results.",[62,75,76,79],{},[15,77,78],{},"Cloud Egress “Tax”:"," Moving data out of the cloud for testing is notoriously expensive.",[62,81,82,85],{},[15,83,84],{},"Infrastructure Bloat:"," Duplicating data across regions kills IT budgets.",[26,87,89],{"id":88},"introducing-onebucket-fordevtest","Introducing OneBucket™ for Dev\u002FTest",[12,91,92,95],{},[15,93,94],{},"OneBucket reduces costs and eliminates complexity."," We’ve built an “Adaptive Data Fabric” that lets you innovate without the “Stargate” budget.",[59,97,98,104,110,116],{},[62,99,100,103],{},[15,101,102],{},"Regional Accessibility:"," Dedicated instances on both the East and West Coast for a high-performance landing zone.",[62,105,106,109],{},[15,107,108],{},"Simple Unified Access:"," Connect multiple data sources (Snowflake, Databricks, S3) and access them in parallel via one simple endpoint.",[62,111,112,115],{},[15,113,114],{},"Local S3 Caching:"," We bring the data to you once, cache it intelligently, and eliminate recurring egress fees.",[62,117,118,121],{},[15,119,120],{},"No Re-architecting:"," Keep your data where it lives. OneBucket presents a unified namespace so you can test on prod-sized datasets without the migration headache.",[12,123,124],{},[15,125,126],{},"Get Started: OneBucket for Dev\u002FTest as-a-Service",[12,128,129],{},"Innovation shouldn’t be reserved for companies with a ‘Stargate’ budget. We’re tearing down the resource wall so you can build, test, and scale today.",[12,131,132],{},[133,134,138],"a",{"href":135,"rel":136},"https:\u002F\u002Fattimis.co\u002Fdemo",[137],"nofollow",[15,139,140],{},[141,142,143],"span",{},"Request OneBucket Access Today",[12,145,146,152,153],{},[147,148,149],"em",{},[15,150,151],{},"Your first 2 months are on us."," ",[147,154,155],{},"No commitments, no migration headaches — just seamless data access. Cancel anytime or transition to a plan that fits your scale and budget.",{"title":157,"searchDepth":158,"depth":158,"links":159},"",2,[160,162,163,164],{"id":28,"depth":161,"text":29},3,{"id":41,"depth":161,"text":42},{"id":53,"depth":161,"text":54},{"id":88,"depth":161,"text":89},"2026-01-09","md","\u002Fnews\u002Fscaling-past-cpu-memory-constraints\u002Flead.png",{},true,"\u002Fnews\u002Fscaling-past-cpu-memory-constraints",{"title":5,"description":17},"news\u002Fscaling-past-cpu-memory-constraints","esNIQQwzeNR3NiPSlN-igkr4Z3Pj84g6OE9IFgFGZXg",1782842361194]