Vin Dahake

Amazon RDS Multi-AZ deployment with two readable standbys supports 6 additional AWS Regions Three-node Multi-AZ DB Cluster is now available in Asia Pacific (Hyderabad), Asia Pacific (Melbourne), Europe (Spain), Europe (Zurich), Middle East (UAE), and Israel (Tel Aviv) Regions. This deployment option supports minor version upgrades and system maintenance updates with typically less than one second of downtime when using Amazon RDS Proxy or any one of the open-source AWS Advanced JDBC Driver, PgBouncer, or ProxySQL. https://lnkd.in/g9D9RGVB #Amazon #RDS #PostgreSQL #MySQL

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The #AWS Summit in New York City was the scene for a multitude of AWS announcements -- Amazon Q Developer updates, a plethora of new features for Amazon Bedrock, Amazon Q Apps, AWS App Studio, Vector search for Amazon MemoryDB, and new power for AWS Glue Studio. Read this post to learn more and to access detailed posts for each launch: https://lnkd.in/g-W9a6-R

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Manual management of GPUs for AIML {Production Model Training, Experimental Model Training, Production Model Serving, Test/Dev Model Serving} is a cost-prohibitive operational headache. Great blog post from Anne Holler on how to use a smart scheduler to automate procurement of right-sized GPU from the right place at the right time based on workload SLA. Let Elotl Nova and Luna automate when to fill sunk-cost GPUs, when to spill to cloud GPUs, when to time-slice GPUs, and when to gang-schedule! #aiml #genai #gpu #kubernetes #ray NVIDIA Anyscale

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⚖️ Optimizing Bandwidth Allocation for Amazon EKS Workloads 🚀 Explore how AWS is enhancing resource fairness in Amazon EKS with advanced traffic shaping techniques. This blog post delves into how fair bandwidth allocation ensures optimal performance across Kubernetes workloads, preventing resource exhaustion and network starvation. Learn more about balancing bandwidth and maintaining high performance in your EKS clusters here: Ensuring Fair Bandwidth Allocation for Amazon EKS Workloads 🌐🔗 https://ow.ly/r2ZX50SaNJB #AmazonEKS #Kubernetes #CloudComputing #BandwidthManagement #AWSContainers

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With the increased adoption of Kubernetes for mission critical applications, we are starting to see enterprises use multiple clusters deployed across regions to implement high availability. Calico Enterprise cluster mesh is a suite of features native to Kubernetes with a multi-layer design that connects two or more Kubernetes clusters and seamlessly shares resources between them. In the enclosed blog (see comments section), my colleague Reza Ramezanpour explores cluster mesh, its benefits, and how it can enhance your Kubernetes environment. ———— Tigera - Container Security with built-in network security #CNAPP #zerotrust #cloudnative #Kubernetes #containersecurity #cloudsecurity #eBPF #Istio #OpenShift #Rancher #AWS #Azure #GCP #Fortinet #PaloAltoNetworks #Zscaler #CrowdStrike #SentinelOne #EKS #AKS #GKE #Anthos #RedHat #Devops #SRE #Containers #GenerativeAI

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Ready to combine real-time analytics with the capabilities of generative AI and use state-of-the-art natural language processing (NLP) models? Well, you can with Amazon Bedrock and Amazon's Managed Service for Apache Flink. #ApacheFlink #Amazon #AWS #Bedrock #Flink

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🎙️ Just listened to a great podcast episode featuring Brian Grant, CTO of ConfigHub and former tech lead on Google's Borg team. 📌 Key Takeaways • The evolution of the Kubernetes Resource Model (KRM) • How KRM's resource-centric API patterns drive Kubernetes' flexibility • The journey from API inconsistency to a uniform structure • The impact of self-describing resources and Server-side Apply 💡 Personal Notes I found myself nodding along with two key points: 1. The thin client approach for uniform resource APIs is a game-changer. It significantly reduces development effort, making it easier for teams to build on Kubernetes. 2. Server-side Apply is brilliant. Moving complexity to the server simplifies client-side operations, streamlining our workflow. These innovations shape how we interact with Kubernetes.

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Containerization is a powerful tool for managing workloads. However, not all workloads are suitable for containerization. In this tech talk I cover out how to handle virtualized workloads that don’t make sense to containerize while leveraging the robust self-healing capabilities of Kubernetes.

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We’re excited to announce vector search on both the new Memorystore for Valkey and Memorystore for Redis Cluster, combining 1) ultra-low latency in-memory vector search, with 2) zero-downtime scalability (in or out), and 3) powerful high performance vector search across millions or billions of vectors. #databases #valkey #redis Google Cloud

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Awesome to see the huge advancement between Amazon Web Services (AWS) & #Snowflake DataOps.live is all in with new innovation around #AWS and driving the acceleration of Snowflake #NativeApps integrated into AWS Services like Bedrock. We look forward to seeing you at #SnowflakeSummit24 to catch up and share more Amit Jayaswal. We are coming off some great discussions with your lead in Europe and global product/gtm teams. See you in San Francisco!! #AWS #DataOpsLive #NativeApp #SolutionsTemplates #VerticalAccelerators #Marketplace #DataProducts

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Accelerate your Oracle to PostgreSQL migrations with DMS! Google Cloud Next '24 brings Gemini AI for code/schema conversions + explanations. Simplify the process, save time, & empower your devs. #GoogleCloudNext #Oracle #PostgreSQL #DMS

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Join me Thursday for #NYC #Oracle #DevLive I'll be busy giving a bunch of presentations but I'll make time for you. :) #OracleDatabase23ai #ai #selectai #vectorsearch #RAG #spatial #kubernetes #microservices #oracledatabase #datadriven #videogames #java #javascript #dotnet #python #golang #rust #wasm #oml4py #ml #springboot #vectordatabase #transactionprocessing #sagas #lockfreereservations #eventdriven #datadriven

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Customers have been asking for governance around data in motion. Now, Amazon Kinesis Data Streams supports data plane logging to AWS CloudTrail: https://lnkd.in/e5EEJE9x #governance #datainmotion #data #datagovernance #Kinesis

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Check out more on Uber's Kafaka infrastructure and the technologies supporting them. Thanks to Matt Saunders for putting this article together. Stanislav Kozlovski meshIQ The Apache Software FoundationApache Spark https://lnkd.in/eeUmcqtD

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Excellent article on which Kubernetes workloads are best suited for low cost ARM (Deep Learning Inference, web servers, dev/test) and which aren't (HPC, legacy, databases) by Justin Willoughby Anne Holler Henry Precheur Ampere Oracle

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Xosphere automated navigation avoids costly On-Demand by using Spot (and underutilized RIs). Don’t go down with the ship! Book safe first class travel with Xosphere: https://lnkd.in/dsibkiKE #ec2 #aws #kubernetes #k8s #costoptimization #finops #gcp #googlecloud #SpotVM #GoogleCloudConsulting Xosphere FinOps Foundation

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