InfoQ Homepage Google Content on InfoQ
-
Go 1.20 Improves Compiler Performance and Extends Coverage Support
The latest release of the Go language, Go 1.20, improves compiler performance, bringing it back in line with Go 1.17. Additionally, the language now supports conversion from slice to arrays and revises struct comparison.
-
Google Unveils MusicLM, an AI That Can Generate Music from Text Prompts
Google researchers have introduced MusicLM, an AI model that can generate high-fidelity music from text. MusicLM creates music at a constant 24 kHz throughout a number of minutes by modeling the conditional music generating process as a hierarchical sequence-to-sequence modeling problem.
-
Google Boosts Sandboxed Container File System Performance by Improving gVisor
Google improved the file system implementation in gVisor, the open source isolation layer used in its commercial container-oriented offerings, such as App Engine, Cloud Run, and Cloud Functions. According to Google engineers Ayush Ranjan and Fabricio Voznika, the new gVisor file system, dubbed VFS2, may improve performance of file-intensive workloads by 50%-75% approximately.
-
Google Delivers Comprehensive Cloud Infrastructure Reliability Guide
Google recently delivered a cloud infrastructure reliability guide combining best practices and expertise from its engineers for its customers.
-
Log Analytics Feature in Cloud Logging Now Generally Available
Google recently made its Cloud Logging Log Analytics feature generally available (GA), allowing users to search, aggregate, and transform all log data types, including application, network, and audit logs.
-
Google Storage Transfer Service Now Supports Serverless Real-Time Replication Capability
Recently Google announced the preview support for event-driven transfer capability for its Storage Transfer Service (STS), which allows users to move data from AWS S3 to Cloud Storage and copy data between multiple Cloud Storage buckets.
-
Google AI Unveils Muse, a New Text-to-Image Transformer Model
Google AI released a research paper about Muse, a new Text-To-Image Generation via Masked Generative Transformers that can produce photos of a high quality comparable to those produced by rival models like the DALL-E 2 and Imagen at a rate that is far faster.
-
Android Extension SDK Aims to Simplify the Use of Modular System Components
Introduced with Android 10, Modular System Components enable updating end-user devices outside of the normal Android release cycles. The new Extension SDK framework, now public, aims to make their integration simpler for developers.
-
Google Publishes Technique for AI Language Model Self-Improvement
Researchers at Google and University of Illinois at Urbana-Champaign (UIUC) have published a technique called Language Model Self-Improved (LMSI), which fine-tunes a large language model (LLM) on a dataset generated by that same model. Using LMSI, the researchers improved the performance of the LLM on six benchmarks and set new state-of-the-art accuracy records on four of them.
-
Google Releases Open-Source Vulnerability Scanning Tool
Google has released OSV-Scanner, an open-source front-end interface to the Open Source Vulnerability (OSV) database. The OSV database is a distributed, open-source database that stores vulnerability information in the OSV format. The OSV-Scanner assesses a project's dependencies against the OSV database showing all vulnerabilities relating to the project.
-
Google's Code-as-Policies Lets Robots Write Their Own Code
Researchers from Google's Robotics team have open-sourced Code-as-Policies (CaP), a robot control method that uses a large language model (LLM) to generate robot-control code that achieves a user-specified goal. CaP uses a hierarchical prompting technique for code generation that outperforms previous methods on the HumanEval code-generation benchmark.
-
Google Open-Sources Secure ML Operating System KataOS
Google's AmbiML team recently open-sourced KataOS, a provably secure operating system for embedded ML hardware. KataOS is based on the seL4 microkernel and is implemented in Rust. Along with KataOS, Google is releasing Sparrow, a reference implementation of the operating system targeted for a secure hardware platform based on the RISC-V architecture.
-
Google Launches Relay to Transform and Accelerate Android UI Creation
Recently launched in alpha, Relay is a design-to-code solution aiming to radically transform the way UI designers and UI developers collaborate to create Android UI components by removing the need for UI specs.
-
Google Introduces Cloud Workstations in Public Preview
Google introduced the public preview of Cloud Workstations during its Cloud Next event, which provides fully-managed and integrated development environments on the Google Cloud Platform.
-
Google Production Excellence Program "ProdEx": Christof Leng at DOES 2022
Christof Leng, SRE lead at Google, presented ProdEx, their production excellence review program that helps manage operational risks and promote best practices. ProdEx is a community that builds platforms together, establishes standards and promotes best practices, so people learn from each others and grow. Today they have more than 100 SRE teams signed up and have performed more than 1000 reviews.