InfoQ Homepage Architecture Content on InfoQ
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Netflix Creates Incremental Processing Solution Using Maestro and Apache Iceberg
Netflix created a new solution for incremental processing in its data platform. The incremental approach reduces the cost of computing resources and execution time significantly as it avoids processing complete datasets. The company used its Maestro workflow engine and Apache Iceberg to improve data freshness and accuracy and plans to provide managed backfill capabilities.
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DoorDash Develops New Sessionization Platform with Flink to Improve Notification Delivery Timeliness
DoorDash has significantly enhanced its user engagement by leveraging Apache Flink for real-time session detection and notification delivery. This move marks a substantial advancement in user interaction and cart conversion rates.
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lastminute.com Improves Search Scalability Using Microservices with RabbitMQ and Redis
The team at lastminute.com rearchitected the search result aggregation process by breaking up the single service into multiple ones and introducing asynchronous integration. Developers used RabbitMQ for messaging and Redis for storing results from data suppliers. The revised architecture improved scalability and deployability and reduced resource utilization.
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Roblox Builds New Cellular Infrastructure to Improve Gaming Experience
The online game platform and creation system Roblox has detailed how they have made their infrastructure more efficient and resilient, to support the demands of more than 70 million active daily users engaged in immersive 3D experiences.
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Uber’s Checkenv Detects Cross-Environment RPC Calls to Prevent Data Leakage
Uber introduces CheckEnv, a tool using graphs to detect and manage cross-environment RPC calls in microservices, enhancing system reliability and preventing unintended interactions.
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Griffin 2.0: Instacart Revamps Its Machine Learning Platform
Instacart created the next-generation platform based on experiences using the original Griffin machine-learning platform. The company wanted to improve user experience and help manage all ML workloads. The revamped platform leverages the latest developments in MLOps and introduces new capabilities for current and future applications.
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Styra's Policy as Code Report: Identity and Access Management Drives Adoption
The State of Policy as Code report from Styra, based on a survey of 285 U.S. developers and technical decision-makers, highlighted that 97% of respondents believe policy as code is crucial for efficient software building in cloud environments. The report's key findings highlight policy as the code's role in enhancing development efficiency, security, and simplicity.
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Why LinkedIn chose gRPC+Protobuf over REST+JSON: Q&A with Karthik Ramgopal and Min Chen
LinkedIn announced that it would be moving to gRPC with Protocol Buffers for the inter-service communication in its microservices platform, where previously an open-source Rest.li framework was used with JSON as a primary serialization format. InfoQ contacted Karthik Ramgopal and Min Chen to learn more about the decision and company motivations behind it.
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Java News Roundup: Jakarta EE 11-M1, Payara Platform, Quarkus Release Plan, Spring Releases
This week's Java roundup for December 18th, 2023, features news highlighting: Jakarta EE 11-M1 and GA release plan; Payara Platform December 2023 release; point releases for Spring Boot, Spring Cloud and Spring Security; Quakrus release plan; and CVE-2023-46131, a Grails data binding vulnerability.
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Expedia Uses WebSockets and Kafka to Query Near Real-Time Streaming Data
Expedia created a solution to support querying the clickstream data from their platform in near-real time to enable their product and engineering teams to explore live data while working on new and enhancing existing data-driven functional use cases. The team used a combination of WebSockets, Apache Kafka, and PostgreSQL to allow streaming query results continuously to users’ browsers.
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Privacy Engineering at Scale: DoorDash’s Journey in Geomasking and Data Protection
DoorDash recently published how it proactively embeds privacy into its products. It explains the importance of Privacy Engineering, an often overlooked software architecture practice, and provides an example of geomasking users' address data to protect their privacy better.
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Java News Roundup: JHipster 8.1, Piranha Cloud 23.12, Open Liberty 23.0.0.12, Tomcat Releases
This week's Java roundup for December 11th, 2023, features news highlighting: OpenJDK early access releases, Open Liberty 23.0.0.12, Infinispan 15.0.0-Dev06, JHipster 8.1.0, Piranha 23.12.0, Apache Tomcat 11.0.0-M15, 10.1.17, 9.0.84 and 8.5.97 and the debut of the Payara Virtual Conference.
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Spring Boot 3.2 Delivers Support for Virtual Threads and Modern RestClient and JdbcClient
The Spring Boot team released Spring Boot 3.2 in November 2023. This latest release is packed with features, the most noteworthy of which is the support for Virtual Threads and Coordinated Restore at Checkpoint (CRaC). Other features include SSL Bundle reloading, Rest Client and JDBC Client interface support, observability improvements, and many others.
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Apache Pinot 1.0 Provides a Realtime Distributed OLAP Datastore
Apache Pinot is an open source column-oriented distributed data store written in Java. Pinot is designed to use Online Analytical processing (OLAP) in order to answer multi-dimensional analytical (MDA) queries with low latency.
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Ngrok JavaScript and Python SDKs Aim to Turn Ingress into a High-Level Abstraction
The new ngrok JavaScript and Python SDKs enable embedding secure ingress into apps with a single line of code. It includes out-of-the-box support for capabilities such as high performance, resilience, security and observability, allowing developers to focus on their functional requirements.