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Big Data News
Siliconangle
2h
226
Image Credit: Siliconangle
Aerospike unveils native Rust client preview, targeting real-time ‘safe’ applications
- Aerospike Inc. has released a preview version of a fully supported Rust client for developers building high-throughput, low-latency applications.
- The Rust client includes features like async support, advanced queries, batch operations, and rack-aware policies.
- The client aims to achieve feature parity with other official clients, such as those for Go, Java, and C#, by 2025 and seeks ongoing community feedback for further improvements.
- The release of the Rust client marks a shift towards a production-grade library maintained by Aerospike, with a roadmap for general availability in 2025 including documentation and examples on GitHub.
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Amazon
3d
64
Image Credit: Amazon
Geospatial data lakes with Amazon Redshift
- Offload data to data lake architectures to query and analyze geospatial data cost-effectively.
- Amazon Redshift supports querying and accessing geospatial data from both data lakes and warehouses.
- Tutorial explains setting up geospatial data lake using Lake Formation and ArcGIS Pro.
- Includes steps like AWS CloudFormation deployment, Lake Formation permissions, and Redshift setup.
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Siliconangle
4d
190
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Datafy raises $20M in seed funding to optimize cloud storage costs autonomously
- Datafy Inc. secures $20M in seed funding for cloud storage optimization tool.
- The startup's platform autonomously reduces cloud storage costs, compatible with AWS.
- Datafy's approach is non-disruptive, manually adjusting storage volume sizes for efficiency.
- The funds will aid U.S. expansion and development of enhanced storage optimization tools.
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11 Likes
Amazon
5d
32
Image Credit: Amazon
Near real-time baggage operational insights for airlines using Amazon Kinesis Data Streams
- Baggage operational insights are crucial for airlines to optimize efficiency and passenger experience.
- Real-time analytics using AWS services can enhance decision-making, predictive maintenance, and operational costs.
- Modernization involves breaking down monolithic databases, streamlining data transfer, and using cloud-based solutions.
- Proposed AWS architecture includes Kinesis Data Streams, DynamoDB, Aurora for robust real-time analytics.
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Siliconangle
6d
280
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Graphwise enhances its graph database to become the brains of AI agents
- Bulgarian startup Graphwise upgrades its flagship GraphDB tool for AI applications.
- Improvements aim to boost enterprise knowledge management and support AI models.
- New features in GraphDB 11 include LLM integration and precision entity linking.
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Amazon
7d
78
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Overcome your Kafka Connect challenges with Amazon Data Firehose
- Apache Kafka is widely used in AWS ecosystem for real-time data streams.
- Amazon MSK simplifies managing Kafka clusters, offering fully managed services and provisioning.
- Amazon Data Firehose integration with MSK provides a serverless solution for data delivery.
- Firehose stream can now read from custom timestamps, easing migration and data delivery.
- Data Firehose automates scaling, error handling, direct delivery to S3 with simplified configuration.
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4 Likes
Amazon
7d
103
Image Credit: Amazon
How Stifel built a modern data platform using AWS Glue and an event-driven domain architecture
- Stifel Financial Corp. modernized its data platform using AWS Glue and event-driven architecture.
- The platform offered accurate, timely, and governed data, overcoming complexity and increasing demand.
- AWS Glue, Amazon EventBridge, AWS Lake Formation, and Apache Hudi were key services.
- The event-driven architecture allows real-time updates and caters to scalability and agility.
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6 Likes
Amazon
3d
290
Image Credit: Amazon
Harnessing the Power of Nested Materialized Views and exploring Cascading Refresh
- Amazon Redshift materialized views enhance query performance with precomputed results for future use.
- Materialized views are beneficial for speeding up predictable queries and offer significant performance gains.
- Nested materialized views in Amazon Redshift create a hierarchy of precomputed results for efficiency.
- Cascading refresh option in materialized views helps maintain data consistency and optimize performance.
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17 Likes
Siliconangle
3d
393
Image Credit: Siliconangle
From dashboards to decisions: How AWS is transforming data access at scale
- Interactive data insights redefine how businesses make decisions in real time.
- Amazon QuickSight offers intuitive BI, AI-driven analytics for users at all skill levels.
- AWS revolutionizes data access with dynamic tools, empowering organizations with agile insights.
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23 Likes
Amazon
4d
264
Image Credit: Amazon
Develop and monitor a Spark application using existing data in Amazon S3 with Amazon SageMaker Unified Studio
- Managing big data analytics workloads is a challenge for organizations, leading to inefficiency.
- Amazon SageMaker Unified Studio with Amazon EMR addresses these issues for enterprises.
- The solution involves creating EMR Serverless compute environments, developing Spark applications, and monitoring.
- The integrated environment streamlines analytics workflow, offering cost-efficiency and seamless monitoring capabilities.
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15 Likes
Amazon
5d
322
Image Credit: Amazon
Perform per-project cost allocation in Amazon SageMaker Unified Studio
- Amazon SageMaker Unified Studio is a single data and AI development environment.
- You can create domains and projects in SageMaker Unified Studio for end-to-end workflows.
- Implement cost allocation tags to track and allocate costs for resources in SageMaker.
- Follow steps to configure cost allocation tags and monitor costs using AWS tools.
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19 Likes
TechBullion
1w
130
Image Credit: TechBullion
Rahman Shittu: The Data Science Powerhouse Redefining Innovation in the US and Beyond
- Rahman Shittu, a data powerhouse, redefines innovation in US and globally.
- His journey from Nigeria to pursuing data science reshapes sectors worldwide.
- Research on healthcare, e-commerce, cybersecurity, and smart cities show global impact.
- Rahman's work blends technical expertise with ethical responsibility for a brighter future.
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7 Likes
Siliconangle
1w
224
Image Credit: Siliconangle
Snowflake supercharges Cboe’s analytics and monetization at financial-market scale
- Cboe Global Markets Inc., operating at a massive data scale, has partnered with Snowflake to supercharge its analytics and monetization capabilities.
- Cboe's analytics stack transitioned to Snowflake and Sigma Computing, enabling a strong data foundation and supporting downstream analytics.
- Snowflake emphasizes modernizing data infrastructure to unlock AI's potential, aligning technology investments with business priorities and focusing on data trust and governance.
- The partnership between Cboe and Snowflake aims to meet the increasing demands for quicker insights and decision intelligence in the financial industry.
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13 Likes
Amazon
1w
55
Image Credit: Amazon
Build conversational AI search with Amazon OpenSearch Service
- Retrieval Augmented Generation (RAG) enhances generative AI applications through external knowledge retrieval.
- Amazon OpenSearch Service is used with RAG to provide accurate, personalized AI responses.
- Conversational search architecture with ML models optimizes user interaction and information retrieval.
- Integration of agents, tools, and ML models in OpenSearch boosts conversational AI efficiency.
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3 Likes
Amazon
1w
118
Image Credit: Amazon
Enhance stability with dedicated cluster manager nodes using Amazon OpenSearch Service
- Amazon OpenSearch Service offers dedicated cluster manager nodes for enhanced stability and performance.
- Dedicated manager nodes handle cluster management tasks without impacting data node performance.
- Configuring dedicated cluster manager nodes can improve cluster stability, reliability, and performance.
- Having three dedicated cluster manager nodes is recommended for production use cases.
- It's important to monitor and adjust cluster manager instance type for optimal performance.
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