Shared storage architectures, on the other hand, have a lower theoretical scale ceiling, but in practice they are often much easier to scale than their shared-nothing counterparts. The reason for this is simple, but not obvious: shared storage systems separate data from metadata which introduces a layer of abstraction between the user-facing domain model and the physical sharding used by the storage engine. As a result, it is possible to choose at runtime how much of the resources we allocate to storing or retrieving data for a particular key, rather than forcing us to choose it when we create the cluster topology ➡️ https://lnkd.in/ejeF8uMt
WarpStream’s Post
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🔄 Struggling with dual-write issues in your systems? You're not alone—it’s a common challenge in distributed architectures. But there’s a better way to ensure consistency and reliability across your databases. Our blog post by Abhishek Sharma explores how Solace PubSub+, CDC (Change Data Capture), and micro-integration patterns work together to simplify dual-write scenarios. 🛠️ https://lnkd.in/gg8bsSuX
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Is your storage optimized? #Iwork4dell Unleash the full potential of your data with PowerMax, the industry's most powerful storage architecture. Learn the secrets to achieving unparalleled performance at scale and discover how PowerMax is architected for the highest data resiliency. https://del.ly/6049xkf53 #iwork4dell
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QUESTION - Do I really need to have a wall full of panels in my data room to run my access control system? ANSWER - No... Concentrating panels into a single room does not take advantage of the distributed architecture that many systems offer today. LEARN MORE... https://lnkd.in/eCVwt6RB #securitysystems #tampa
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ZBUS is a project that aims to create a federated observability solution. In a federated observability architecture, multiple instances of the monitoring platform are combined through a real-time PUB/SUB/STORE/GET telemetry bus. This approach provides a more straightforward way to scale the platform's functionality and capability. ZBUS offers a programmatic approach to generating, computing, and analyzing telemetry data through telemetry pipelines and a scripting language designed for telemetry processing. The Zabbix loadable module has been enhanced to retrieve and query data from a telemetry bus. This enables the availability of bus-published data to multiple instances of Zabbix Server within a Federated Observability Platform. Furthermore, the module now offers full support for version 2 of the ZBUS telemetry format. To check out the source code of the module, feel free to visit https://lnkd.in/dyUs2sxf #telemetry #zenoh #zabbix #zabbixloadablemodule #zbus
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📢 PRODUCT UPDATE: Async Query for Imply Polaris allows for on-demand queries leveraging ephemeral infrastructure. In addition to querying data from always-on infrastructure, Polaris can now query data from deep storage \(e.g. storage on an object store like S3\) or external systems, ensuring efficient and cost-effective access to both fresh and historical data. Read about Async Query here: https://lnkd.in/ebrGy7ft
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Event Projection is a core pattern in Event Driven Architectures, but there are different ways to approach it. This week I've been sharing examples, using demo implementations to explore the strengths of each technique. Today, I added an example of using a database https://lnkd.in/ea5XyShg Yesterday, I started with something simple: an in-memory lookup table https://lnkd.in/eCgsyBCw More to come!
Using a database for a Kafka Event Projection
community.ibm.com
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"𝐃𝐢𝐬𝐜𝐨𝐯𝐞𝐫𝐢𝐧𝐠 𝐂𝐨𝐧𝐬𝐢𝐬𝐭𝐞𝐧𝐭 𝐇𝐚𝐬𝐡𝐢𝐧𝐠": A key technique in distributed systems for efficient data partitioning and load balancing. Learn how it addresses the challenges of scalability and resilience in large-scale systems. Watch this insightful video on System Design Basics. Video : https://lnkd.in/eaVsMNs2 #ConsistentHashing #LoadBalancing #SystemDesign #DistributedSystems"
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Unleash the full potential of your data with PowerMax, the industry's most powerful storage architecture. Learn the secrets to achieving unparalleled performance at scale and discover how PowerMax is architected for the highest data resiliency. https://del.ly/6043xkC6R #iwork4dell
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