InfoQ Homepage Cost Savings Content on InfoQ
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Stripe Rearchitects Its Observability Platform with Managed Prometheus and Grafana on AWS
Stripe replaced its observability platform, which used a third-party vendor solution, with a new architecture utilizing managed services on AWS. The company made the move due to scalability limits, reliability issues, and increasing costs while transitioning to microservices. The migration involved dual-writing metrics, translating assets, validation, and user training.
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Scaling OpenSearch Clusters for Cost Efficiency Talk by Amitai Stern at QCon San Francisco
Amitai Stern, engineering manager at Logz.io and OpenSearch Leadership Committee member delivered practical insights on efficient OpenSearch cluster management at QCon San Francisco. His session highlighted strategies for scaling effectively amidst fluctuating workloads, focusing on optimal shard management and resource allocation to minimize costs without compromising performance.
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Canva Opts for Amazon KDS over SNS+SQS to Save 85% with 25 Billion Events per Day
Canva evaluated different data massaging solutions for its Product Analytics Platform, including the combination of AWS SNS and SQS, MKS, and Amazon KDS, and eventually chose the latter, primarily based on its much lower costs. The company compared many aspects of these solutions, like performance, maintenance effort, and cost.
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Uber Migrates 1 Trillion Records from DynamoDB to LedgerStore to Save $6 Million Annually
Uber migrated all its payment transaction data from DynamoDB and blob storage into a new long-term solution, a purpose-built data store named LedgerStore. The company was looking for cost savings and had previously reduced the use of DynamoDB to store hot data (12 weeks old). The move resulted in significant savings and simplified the storage architecture.
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CNCF Survey: Half of Organizations Spend More with Kubernetes, Mostly Due to Overprovisioning
CNCF published the results of its latest microsurvey report on cloud-native FinOps and cloud financial management (CFM). Kubernetes has driven cloud spending up for 49% of respondents, while 28% stated their costs remain unchanged and 24% saved after migrating to Kubernetes. Respondents listed overprovisioning, lack of awareness and responsibility, and sprawl as the main factors for overspending.
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State of FinOps 2024: Reducing Waste and Embracing AI
In the 2024 State of FinOps survey, Engineering Enablement has been replaced by a focus on cost and waste reduction. This shows maturity of FinOps as the persona getting the most value from FinOps remains the engineer. The confluence of AI and FinOps observability aims to optimise cloud spend visibility and improve insights into early AI experimentation, as well as sustainability goals.
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Zendesk Moves from DynamoDB to MySQL and S3 to Save over 80% in Costs
Zendesk reduced its data storage costs by over 80% by migrating from DynamoDB to a tiered storage solution using MySQL and S3. The company considered different storage technologies and decided to combine the relational database and the object store to strike a balance between querybility and scalability while keeping the costs down.
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The Frugal Architect: AWS Promotes Cost Awareness for Sustainability
Dr. Werner Vogels, AWS' CTO, dedicated the first part of his re:Invent keynote to discussing the laws of frugal architectures, cloud-native architectures aiming at delivering cost-aware, sustainable, and maintainable solutions. Vogels laid out seven simple laws based on his and AWS’ experience building and evolving cloud platform services, with cost implications as one of the primary drivers.
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Google Improves Cloud Spanner: More Compute and Storage without Price Increase
Google recently announced various improvements to Cloud Spanner, its distributed, decoupled relational database service with a “50% increase in throughput and 2.5 times the storage per node than before” without a price change.
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An Engineering Perspective on Cloud Cost Optimization: Erik Peterson at QCon San Francisco
A single line of code can shape an organization's financial future. Erik Peterson, the CTO and founder at CloudZero, presented during day three at QCon San Francisco about the engineering’s perspective on cloud cost optimization. His session was part of the “Architecting for the Cloud” track.
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Cost-Effective Solution for Infrequent Data Access and Retention with Azure Blob Storage Cold Tier
Microsoft recently announced the general availability of the Azure Blob Storage Cold Tier, an online tier designed explicitly for efficiently storing infrequently accessed or modified data while ensuring immediate availability.
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Grab Reduces Traffic Cost for Kafka Consumers on AWS to Zero
Grab took advantage of the ability of Apache Kafka consumers to connect to the broker node in the same availability zone (AZ) introduced in Kafka 2.3 and reduced the traffic cost on AWS to zero for reconfigured consumers. The change has substantially reduced overall infrastructure costs for running Apache Kafka on AWS.
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AWS Lambda Introduces Recursive Loop Detection for SQS, SNS, and Invoke API
AWS recently announced a recursion control feature in AWS Lambda that detects and stops Lambda functions running in a recursive or infinite loop.
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AWS Introduces Athena Provisioned Capacity
AWS recently announced a new feature Provisioned Capacity for Athena, that allows users to run SQL queries on fully-managed compute capacity for a fixed price and no long-term commitments.
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Why Cloud Zombies Are Destroying the Planet and How You Can Stop Them
At QCon London, Holly Cummins, Quarkus senior principal software engineer at RedHat, talked about how utilization and elasticity relate to sustainability. In addition, she introduced a range of practical zombie-hunting techniques, including absurdly simple automation, LightSwitchOps, and FinOps.