Joanna Gurry’s Post

The modern data stack will continue to evolve, but still requires scale, performance, data accessibility, modularity and flexibility. #CloudNative #BigData #SoftwareDevelopment by Brenna Buuck thanks to MinIO

A well-architected data pipeline not only accelerates data-driven decision-making but also enhances operational efficiency and scalability. This empowers businesses to gain actionable insights, maintain a competitive advantage, and drive innovation. 🚀💡 What is a data pipeline? Here are the key components: ▶ Data Ingestion: Collecting raw data from sources like databases, APIs, and streaming platforms. ▶ Data Processing: Transforming raw data through cleaning, validation, and normalization. ▶ Storage: Saving processed data in databases, data lakes, or cloud storage. ▶ Compute: Using computational resources for data manipulations. ▶ Orchestration: Managing and scheduling tasks to ensure smooth data flow. ▶ Monitoring and Logging: Tracking performance, detecting errors, and ensuring data integrity. ▶ Integration and ETL: Combining data from various sources and performing ETL operations for analysis and reporting. Reach out to see how Analitifi can help with your data pipeline! #DataEngineering #DataPipelines #DataInfra #BusinessGrowth

Discover how Kafka is revolutionizing real-time decision-making by conquering latency. Explore the innovative ways it's enabling businesses to stay ahead of the curve, ensuring that when opportunities knock, they can answer in real-time. Whether you're a data enthusiast or a business leader aiming to leverage big data to its fullest, this piece holds the key to unlocking new potentials. Let's embark on this journey of exploration together. Read on: https://lnkd.in/dcSjgnFh #Kafka #RealTimeData #DataStreaming #BigData #DataAnalytics #BusinessIntelligence #TechInnovation #DataDriven #DigitalTransformation #ModernDataArchitecture

Learn from the best about this amazing product. #HPE See how #HPEEzmeral, a #container orchestration platform, can help you modernize data analytics to support #MachineLearning operations.

Apache Beam is transforming the way businesses process and analyze data. According to Godefroy Clair, Data Architect at OCTO Technology, #ApacheBeam is the "Docker of data processing." Recently, OCTO Technology helped one of France's largest #grocery retailers migrate to streaming processing for transactional data using Apache Beam. By leveraging its powerful transforms and streaming capabilities, OCTO achieved a 5x reduction in infrastructure costs and a 4x boost in performance! 🙌 This resulted in a significant improvement in the retailer's ability to process and analyze transactional data in real time. If you're looking for a versatile and cost-effective solution for data processing, Apache Beam is the way to go. Learn more at https://lnkd.in/ds_5VWX9. If you missed them at our recent #BeamSummit, take a look at their session "How to Balance Power and Control when Using Dataflow with an OLTP SQL Database" on YouTube now ➡ https://lnkd.in/ds5Gucxt

Every data team needs to ensure high-speed data processing WHILE also maintaining continuous data integrity. ⚖ Balancing data throughput and reliability is an ever-present challenge which is why data teams are turning to Kafka on ZFS as a programmatic solution. 💡 Learn how to optimize Kafka to balance your data reliability and performance needs in our new blog —> https://lnkd.in/gSi9WjKr  #dataobservability #datareliability #dataops #kafka #kafkaengineer

🔹 Exciting News! 📢 Discover the Power of Kafka for Streamlined Data Processing and Real-time Insights! 🌟 Are you ready to unlock the potential of real-time data processing and gain valuable insights for your organization? Look no further than Kafka, the cutting-edge open-source distributed streaming platform that's revolutionizing the way businesses handle data! 🔗 Enhance Efficiency: Kafka's architecture is designed for high-throughput, fault-tolerant, and scalable data processing. It allows you to handle massive amounts of data seamlessly, ensuring smooth operations even in the most demanding environments. 🔗 Real-time Insights: In today's fast-paced world, real-time data is crucial for making informed decisions. Kafka enables you to capture, process, and analyze data in real-time, empowering your business to respond swiftly to market trends, customer demands, and emerging opportunities. 🔗 Seamless Integration: Kafka seamlessly integrates with various data systems, including databases, data warehouses, and data lakes. It acts as a central hub for data streams, enabling efficient data transfer and synchronization across your entire ecosystem. 🔗 Event Streaming: With Kafka's event-driven architecture, you can build powerful, event-based applications that react to data changes instantly. This opens up endless possibilities for creating personalized user experiences, implementing real-time analytics, and enabling proactive decision-making. 🔗 Scalability and Resilience: Kafka's distributed nature allows your infrastructure to scale horizontally, handling increasing data volumes without compromising performance. It also provides fault tolerance, ensuring data durability and availability, even in the face of system failures. 🔗 Ecosystem and Community: Kafka boasts a vibrant and thriving community, with extensive support, documentation, and a robust ecosystem of connectors and tools. From data ingestion to stream processing and beyond, you'll find a wealth of resources to maximize Kafka's potential. 💼 Join the Kafka Revolution today and witness the transformative power of real-time data processing! Whether you're in finance, e-commerce, healthcare, or any industry seeking data-driven success, Kafka is the game-changer you've been waiting for. #Kafka #RealTimeDataProcessing #StreamProcessing #DataAnalytics #DigitalTransformation #TechInnovation

Ascend.io Integrates Free Ingest Data Management Capabilities into the Databricks Lakehouse Platform. Read the full story - https://lnkd.in/d2CEnwrr Sean Knapp #martech #martechedge #datamanagement #datapipeline #automation #clouddata

Why is AI like Mistletoe? Find out in my conversation with Phil Alsop when we discussed #applicationmodernization Discover how leveraging a real-time NoSQL multi-model data platform empowers businesses to enhance legacy systems, improve performance, and control costs. Find out why modernizing is the smarter choice over costly system replacements #DataCenter #LegacySystems #RealTimeData

If anyone is interested in leveraging Databricks Lakehouse Monitoring within Alation, stop by our booth (#45) and let's chat! New Data Quality Solutions with Alation and Databricks