InfoQ Homepage AI, ML & Data Engineering Content on InfoQ
-
Java News Roundup: JEPs for JDK 22, Spring Shell, Quarkus, Apache Camel, JDKMon, J-Fall 2023
This week's Java roundup for November 6th, 2023, features news from OpenJDK, JDK 22, Spring Shell 3.2.0-M3, 3.1.5, 3.0.9 and 2.1.14, Quarkus 3.5.1 and 3.2.8, Apache Camel 3.14.10, Apache Camel Quarkus 3.2.2, JDKMon 17.0.81, Arquillian 1.7.2.Final, Gradle 8.5.0-RC1 and J-Fall 2023.
-
MySQL 8.2 Introduces Transparent Read/Write Splitting
Oracle has recently announced the general availability of MySQL 8.2, which includes support for Read/Write Splitting. This long-awaited feature has been introduced in the latest innovation release and helps optimize database performance and scalability.
-
AWS Unveils Gemini, a Distributed Training System for Swift Failure Recovery in Large Model Training
AWS and Rice University have introduced Gemini, a new distributed training system to redefine failure recovery in large-scale deep learning models. According to the research paper, Gemini adopts a daring strategy by utilizing CPU memory to ensure previously unheard-of speeds in failure recovery, overcoming obstacles related to high recovery costs and constrained checkpoint storage capacity.
-
Azure Synapse Link for Cosmos DB: New Analytics Capabilities
In recent news from the Azure team, Azure Synapse Link introduces a set of new capabilities, including its compatibility with existing MongoDB collections, integration with continuous backup, and custom partitioning, empowering users to leverage analytics workloads with ease and efficiency on top of Azure Cosmos DB data.
-
Cohere Unveils Advanced Embedding Model Embed v3
Cohere has unveiled Embed v3, their most advanced embedding model designed to transform semantic search and generative AI.
-
Mojo Language SDK Available: Mojo Driver, VS Code extension, and Jupyter Kernel
Mojo SDK is available for developers. It contains the mojo driver, the Visual Studio Code extension and the Jupyter kernel. For now, SDK is available for MacOS and Linux.
-
AI Researchers Improve LLM-Based Reasoning by Mimicking Learning from Mistakes
Researchers from Microsoft, Peking University, and Xi’an Jiaotong University claim to have developed a technique to improve large language models' (LLMs) ability to solve math problems by replicating how humans learn from their own mistakes.
-
OpenAI Announces New Models and APIs at First Developer Day Conference
OpenAI announced additions and price reductions across its platform at its first Developer Day. The updates include the introduction of a new GPT-4 Turbo model, an Assistants API, and multimodal capabilities, among others.
-
Microsoft Releases DeepSpeed-FastGen for High-Throughput Text Generation
Microsoft has announced the alpha release of DeepSpeed-FastGen, a system designed to improve the deployment and serving of large language models (LLMs). DeepSpeed-FastGen is the synergistic composition of DeepSpeed-MII and DeepSpeed-Inference . DeepSpeed-FastGen is based on the Dynamic SplitFuse technique. The system currently supports several model architectures.
-
Jina AI's Open-Source Embedding Model Outperforms OpenAI's Ada
Multimodal AI company Jina AI recently released jina-embeddings-v2, a sentence embedding model. The model supports context lengths up to 8192 tokens and outperforms OpenAI's text-embedding-ada-002 on several embedding benchmarks.
-
Java News Roundup: JHipster 8.0, Implicit Classes and Instance Main Methods, Kotlin 1.9.20
This week's Java roundup for October 30th, 2023, features news from OpenJDK, JDK 22, GlassFish 7.0.10, Spring Boot 3.2-RC2, Spring Cloud 2023.0-RC1, Spring Cloud Stream Applications 2022.0, Spring Statemachine 4.0-M1, Spring Tools 4.20.1, Open Liberty 23.0.11-beta, Micronaut 4.1.6, Grails 6.1, TomEE 8.0.16, Infinispan 14.0.20, JHipster 8.0, JHipster Lite 0.47, JReleaser 1.9 and Kotlin 1.9.20.
-
Do Gen AI and OSS Regulation Bring Us Further Away from Exiting the Dependency Hell?
“The security of the software supply chain problem” still persists according to the yearly State Of Supply Chain report. It improved, but there is still a long way to go, given that 96% of all vulnerable downloads were avoidable. Besides the usual insights of how far from exiting the "dependency hell" we are, the novel challenges of 2023 include the legislative adoption of Gen AI-associated risks.
-
AWS Adds New Code Generation Models to Amazon SageMaker JumpStart
AWS recently announced the availability of two new foundation models in Amazon SageMaker JumpStart: Code Llama and Mistral 7B. These models can be deployed with one click to provide AWS users with private inference endpoints for code generation tasks.
-
Goldsky’s Streaming-First Architecture for Blockchain Data with Flink, Redpanda and Kubernetes
Goldsky created a platform for the real-time processing of blockchain data. The platform allows clients to extract data from blockchains into their own databases to support product features, but without running the data pipeline infrastructure. The event-driven architecture (EDA) of Goldsky leverages Apache Flink, Redpanda, Kubernetes, and cloud provider services.
-
Java News Roundup: Helidon 4.0, Eclipse Serializer 1.0, JEPs for JDK 22
This week's Java roundup for October 23rd, 2023, features news from OpenJDK, JDK 22, Jakarta Data 1.0-M1, GraalVM 21.0.1, Spring 6.1-RC2, Spring Modulith 1.1-RC1, Spring Vault 3.1-RC1, Helidon 4.0, Eclipse Serializer 1.0, Quarkus 3.5, Liberica NIK 22.3.4, Hibernate ORM 6.4-CR1, Hibernate Search 7.0-CR1, Maven 4.0.0-alpha8, Camel 4.0.2, Camel Quarkus 3.5, JHipster Lite 0.46 and JDKMonitor.