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The infrastructure provided by @0G_labs allows builders to deploy dataintensive applications that require fast access, verifiability, and long-term reliability at internet scale.
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Advancing decentralized infrastructure for modern applications, @0G_labs integrates high speed compute, scalable storage, and AI inference into a unified network, allowing developers to deploy dataintensive,intelligent systems with transparency, resilience, and reduced reliance.
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Designing Data-Intensive Applications serime Bölüm 2 ile devam ediyorum. Bu kez veri modelleri ve sorgu dillerini keşfettik. Notlarım ve çıkarımlarım FolksDev Medium sayfasında furkannzmnn.medium.com/tr-de… #DataIntensive #VeriModelleri #NoSQL #GraphDatabase #SoftwareEngineering
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15 Jul 2025
minio by @minio Deploy a high-performance, S3-compatible object storage solution with MinIO! Ideal for AI/ML, analytics, and data-intensive workloads. #MinIO #S3Compatible #ObjectStorage #AI #ML #DataIntensive
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Day 37 - Daily Reading Designing data-intensive applications (1/8): Continuing our partitioning journey with two real-world problems 1. Hot spots 2. Secondary indexes in partitioned systems Let's see how experienced engineers handle these... #100daysofsystemdesign #100daysofcoding #dailyreading #365daysofcode #SystemDesign #DataIntensive
Day 36 - Daily Reading Designing data-intensive applications (1/8): When your data gets too big for one server, you need to break it up across multiple machines. That's partitioning (aka sharding). Let's explore how it works and the trade-offs involved... #100daysofsystemdesign #100daysofcoding #dailyreading #365daysofcode
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Kraftanalytikere püstür at Norge kan fü energi-blackout om vi kutter strømkablene til utlandet! Men faktum er at Norge har mer enn nok strøm til eget forbruk! Dessverre har vi politikere som lover bort nesten gratis strøm til utenlandske aktører som Deutsche Bahn, Google og diverse andre dataintensive virksomheter, som alene vil tar mer enn hele det norske kraftoverskuddet (10-15% av ürlig totalproduksjon). I tillegg presses en idiotisk elektrifisering av olje-og gassindustrien, samt en del annen industri, pü vürt land av en gjeng "politikere" som gir blaffen i folk og land. De er ikke kompetente til ü styre sü mye som ei pølsebu! Med et nytt, kompetent og nasjonalt lojalt storting, vil norsk "kraftmangel" kunne forsvinne over natten. Da kan vi ogsü bilegge diskusjonen om mer naturraserende vindkraft, solkraft og vannkraft
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Netweb technologies 🔯HPC 💚Leading manufacturer of Supercomputing Systems in India. 💚Catering to a diverse clientele including prestigious institutions like IITs and NMDC Data Centre. The Company has designed, developed and deployed some of India’s most powerful Supercomputing systems. Key Highlights • Number of Installations: Netweb is among the top OEMs in India with over 500 HPC installations. • Technology: Equipped with the Tyrone cluster management suite, Netweb has deployed diverse Supercomputing systems ranging from 10 nodes to 400 nodes and is scalable up to 1,000 nodes. • Revenue Growth: Demonstrated significant growth in revenue, with a CAGR of 166.3% over the period of FY2021-FY2024, reaching ₹ 2,624 Mn in FY2024. • HPC installations and revenue has been steadily rising, reflecting Netweb’s strong foothold in the Indian market. The CAGR of 166.3% over the recent fiscal years is indicative of the growing demand for High-Performance Computing solutions. The High-Performance Storage (HPS) segment focuses on providing advanced storage solutions tailored to enterprise computation needs. Netweb’s offerings in this segment include a range of products designed for high throughput and high IOPs, ensuring reliability and scalability. Unified storage solution Parallel file system storage Cloud native storage Surveillance and object storage 336 FY21 217 FY22 308 FY23 339 FY24 🔯High-Performance Storage Solutions (HPS/Enterprise Storage) Key Highlights • Technological Edge: Netweb’s HPS Solutions are capable of being integrated into private and public cloud environments with no single point of failure, scalable up to exabytes and built-in high availability. • Performance: Supports up to 10 Mn IOPs and 100 GBps throughput, scalable up to 450 GBps, and designs that can extend up to 1,000 petabytes. • Compliance: Developed in-house and compliant with the “Make-inIndia” policy. • Installations: Deployed at major institutions including Graviton, A.P.T. Portfolio, and INST. 🔯Hybrid cloud solutions 💚The Software and Service for HCS segment provides a comprehensive private cloud software stack to manage complex workloads. Netweb’s solutions include big data-centric offerings designed to cater to dataintensive distributed applications. 💚Netweb has shown remarkable growth across its primary segments. The Company’s commitment to innovation and quality, coupled with strategic partnerships and market expansion, has cemented its position as a leader in the technology solutions domain. The promising revenue trends and expanding market presence suggest a bright future for Netweb in the HighPerformance Computing, Private Cloud, HCI, and AI Systems sectors. Key Highlights • Technological Edge: Private cloud software stack to handle complex workloads, including 5G enterprise cloud, 5G edge compute, private 5G and enterprise IT. • Big Data Solutions: Utilises Tyrone Camarero dense systems, Tyrone Cluster Management Suite, and Tyrone Collectivo range of specialised storage systems. • Installations: Provided to marquee customers like NMDC Data Centre and Graviton. • Revenue Growth: Significant growth from ₹ 25 Mn in FY2021 to ₹ 176 Mn in FY2024, with an impressive CAGR of 91.6% 🔯Data Centre Server 💚The Data Centre Server segment caters to diverse customer needs with high-end server solutions designed for low latency and better physical space utilisation. Netweb’s portfolio includes over 200 dual-processor server models under the Tyrone Camarero brand. Network and Switches Networking and Switches are crucial components in robust solutions like HPC, HCS, and HCI. With the increasing demand for dense computing hardware and microservices-based deployments, networks are playing an increasingly vital role and are set to claim a larger share of the technology landscape. Netweb offers a range of “Make-in-India” Switches tailored to meet these evolving demands. The Company is committed to expanding this range to ensure delivery of optimal solutions to the customers. Key Highlights • Technological Edge: Dual-processor configurations enabling multiple operations simultaneously, with features like low rack space consumption, high in-built storage capability (up to 1 petabyte), and high energy efficiency. • Compliance: Designed and manufactured in compliance with the “Make-in-India” policy. • Installations: Installations done for marquee customers including IIT, JNU and HL Mando. • Revenue Growth: Strong revenue increase from ₹ 168 Mn in FY2021 to ₹ 337 Mn in FY2024, reflecting a robust CAGR of 26.1%. #StocksInFocus #BREAKOUTSTOCKS #StockMarketindia #StocksToBuy #StocksToWatch #StocksToTrade #stocksinnews #StockMarket #StockMarketindia #stockmarkets #nifty50 #Nifty #NiftyBank #nseindia #stockmarketcrash #netweb
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🎬 Pixar Animation Studios is leveraging the VAST Data Platform to transform data-intensive animated feature productions, creating captivating visual stories for global audiences. Learn how this collaboration redefined the production process for Pixar’s film "Elemental" and its future projects. #Animation #Pixar #AI #FilmProduction #Technology #VisualStorytelling #Innovation #DataIntensive #TechInFilm
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Social cost of regulation “In response to the GDPR, EU firms decreased data storage by 26% and data processing by 15% relative to comparable US firms, becoming less ‘dataintensive’ “ (from the paper’s abstract) 1/
Most supporters of "additional regulations" are unable to understand their social cost. While the #EU keeps talking about productivity and the need to increase it, its regulatory activity pushes in the opposite direction. The graph is from "In Data, Privacy Laws and Firm Production: Evidence from the GDPR" (NBER Working Paper 32146), by Mert Demirer, Diego J. JimÊnez Hernåndez, Dean Li, and Sida Peng and it should speak by itself.
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Also see me tomorrow/Friday @ 1:30pm (T&C C) in the USDA/GTEx workshop discussing how @useAnVIL can be used to promote fast collaborative dataintensive research at any scale. plan.core-apps.com/pag_2024/…

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Dagens aktie er Kalray $KALRAY ----------------------------------------------- Kalray er et semiconductor firma uden egen fabrikation.  Spin-off af CEA French lab med investorer som Renault–Nissan–Mitsubishi Alliance, Safran, NXP Semiconductors, CEA og Bpifrance.  Leverer et udvalg af produkter for at muliggøre smartere, mere effektive og energimæssigt dataintensive applikationer og infrastrukturer. Dets tilbud omfatter dens unikke patenterede DPU (Data Processing Unit) processorer og accelerationskort, såvel som lagrings- og datastyringsløsninger. Implementeret individuelt eller i kombination, giver Kalrays højtydende løsninger sine kunder mulighed for at forbedre effektiviteten af datacentre eller designe de bedste løsninger i hurtigt voksende sektorer som AI, Media & Entertainment, Life Science, Scientific Research, Edge Computing, Automotive og andre. NGenea er en global ustruktureret datahåndterings- og lagringsløsning til dataintensive arbejdsbelastninger. NGenea kombinerer lagerniveauer for at muliggøre bedre indsigt og accelererede arbejdsgange, samtidig med at datahåndtering automatiseres, hvilket sikrer, at data er tilgængelige overalt, hvor det er nødvendigt på tværs af den globale arbejdsgang. NGenea understøtter alle større cloud-leverandører, inklusive AWS, Azure og GCP samt on-premises 193 ansatte ----------------------------------------------- Nøgletal Kurs: 18,22 Market Cap: 186.35M P/E: 0,00 Forward P/E: 41,41 P/S: 4,54 P/B: 2,78 Enterprise value: 141.45M Profit margin: -26,86% Operating margin : -19,91% ROE: -27,21% ROA: -11,65% Indtjeningsvækst kvartal: 0,00% Omsætningsvækst kvartal: 94,30% Udbytte: 0,00% *Nøgletal stammer fra YH financeapi og er ikke blevet revideret ----------------------------------------------- Hvad taler for ? Del af ReNESENS der blevet tildelt den franske AMI Cloud: France 2030 Investment Plan. Målet med ReNESENS er at udvikle løsninger til Cloud og Edge datacenterinfrastruktur omkring en ny klasse af processorer kaldet DPU (Data Processing Unit) og innovative virtualiserings- og softwaredefinerede teknologier. DPU-processorer er en game changer for datacenterinfrastrukturer. De giver en unik mulighed for at bygge mere fleksible, skalerbare og energieffektive løsninger. "Massively Parallel Processor Array"-arkitektur, som er karakteriseret ved tilknytningen af computerklynger forbundet med hinanden, til den eksterne hukommelse og til I/O-grænsefladerne via to uafhængige sammenkoblinger. Har underskrevet en større kontrakt med en unavngiven NASDAQ-noteret tech-organisation. Kontrakten har et kommercielt potentiale på flere titusinder af millioner euro om året. Kontrakten validerer relevansen af deres teknologi Intern test viste, at Kalrays Massively Parallel Processing Array (MPPA) DPU var tre til fem gange bedre end konkurrenterne Er dækket af mere end 30 patentfamilier Support fra Europæiske regeringer Partnerskab med Dell ----------------------------------------------- Hvad taler imod ? Kalrays konkurrenter inkluderer AMD-Xilinx (Pensando), Nvidia med BlueField, Fungible, Marvell, Intel og andre så hvordan skulle man have en chance ? Underskudsforretning Lottokupon Som mange andre er man afhængige af partnere som TSMC og Wistron til at fremstille sine hardwareløsninger uden at skulle investere i produktionsfaciliteter. Vi skal frem til 2025 før vi for alvor kan se potentialet af forretningen, og hvad er der så ikke dukket op i mellemtiden ? Udvanding en reel mulighed Hovedparten af de ansatte er er nyansatte eller har kun haft en kort periode i selskabet. Tit afhænger succesen af mængden af software der understøtter hardwaren og ikke kun hardwaren i sig selv. ----------------------------------------------- Holdning En af Europas eneste muligheder for at holde sig relevante i sektoren. Har været en af mine bedste investeringer i 2023 og er alligevel endt med store fald og status quo. Fejl jeg ikke fik reduceret undervejs. Jeg ejer selv aktier i dette selskab der udgør 1.09% af porteføljen.
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🚀💻📈 If you're building data-intensive applications then it's good to know how to build scalable, maintainable data models: romanglushach.medium.com/2c4… #JSONSchema #DataIntensive #Scalability #Maintainability

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.@openscapes, in partnership with @BlackinMarSci @Official_BWEEMS, is hosting a remote event series for Black environmental & #marineresearchers to build community for the future of #dataintensive science. #bigdata The next event is today at 5 PM ET: openscapes.github.io/pathway…

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Do more than simply unlock data in this era of #DigitalTransformation. 🔓 Christopher Zobler at @IBM discusses how to meet clients where they are with better-informed decisions with @oschabenberger. Watch the interview ▶️ bit.ly/3Fn2Nyr #DataIntensive

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the book "designing dataintensive applications" by Martin Kleppmann is one book every backend dev or solutions architect should read.
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10 Oct 2022
Learn how 3 #developers—and >100 leading #SaaS players and Tier-1 enterprises—power their modern, data-intensive applications with #SingleStore 👇 pbynd.cc/zzm88 #DataScience #DevOps #data #dataintensive

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Many organizations have come to a realization: their traditional, single-node databases no longer effectively scale to the demands of modern applications. Read more from #SingleStore with @ArcionLabs #CloudNative #DataAnalytics #bigdata #dataintensive pbynd.cc/8ts3e

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This post breaks down how to migrate a workload from SingleStore On-Premises to SingleStore Cloud! Check it out and sign up for a free SingleStore trial today! pbynd.cc/994hg #CloudNative #Cloud #SingleStore #blog #dataintensive #onpremise #migration #developers #devcom

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Are you trying to serve interactive analytics at scale? Just how data-intensive is your #Python, #Java, #NodeJS, #Laravel, #Golang, #Clang, #rubyonrails SaaS app or API? Get your app’s data intensity score here: singlestore.com/blog/how-to-… #dataintensity #dataintensive #SaaS #API

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