FAANG - Robotic Content

Zero Configuration Service Mesh with On-Demand Cluster Discovery

by AI Generated Robotic ContentFAANG August 30, 2023Comments are Disabled

by David Vroom, James Mulcahy, Ling Yuan, Rob Gulewich In this post we discuss Netflix’s adoption of service mesh: some history, motivations, and how we worked with Kinvolk and the Envoy community on a feature that streamlines service mesh adoption in complex microservice environments: on-demand cluster discovery. A brief history of IPC at Netflix Netflix was early …

Top 8 APM metrics that IT teams use to monitor their apps

by AI Generated Robotic ContentFAANG August 30, 2023Comments are Disabled

A superior customer experience (CX) is built on accurate and timely application performance monitoring (APM) metrics. You can’t fine-tune your apps or system to improve CX until you know what the problem is or where the opportunities are. APM solutions typically provide a centralized dashboard to aggregate real-time performance metrics and insights to be analyzed …

SayTap: Language to quadrupedal locomotion

by AI Generated Robotic ContentFAANG August 30, 2023Comments are Disabled

Posted by Yujin Tang and Wenhao Yu, Research Scientists, Google Simple and effective interaction between human and quadrupedal robots paves the way towards creating intelligent and capable helper robots, forging a future where technology enhances our lives in ways beyond our imagination. Key to such human-robot interaction systems is enabling quadrupedal robots to respond to …

MLOps for batch inference with model monitoring and retraining using Amazon SageMaker, HashiCorp Terraform, and GitLab CI/CD

by AI Generated Robotic ContentFAANG August 30, 2023Comments are Disabled

Maintaining machine learning (ML) workflows in production is a challenging task because it requires creating continuous integration and continuous delivery (CI/CD) pipelines for ML code and models, model versioning, monitoring for data and concept drift, model retraining, and a manual approval process to ensure new versions of the model satisfy both performance and compliance requirements. …

Google Cloud deepens investment to activate partner ecosystem around generative AI

by AI Generated Robotic ContentFAANG August 30, 2023Comments are Disabled

Partners have made it clear that they are eager to create generative AI offerings that drive value for their customers as quickly as possible. Google Cloud is committed to enabling our partners by fueling the most open and innovative AI ecosystem. To do this, we’re building on the many investments we are making to infuse …

Rapid and Scalable Bayesian AB Testing

by AI Generated Robotic ContentFAANG August 29, 2023Comments are Disabled

AB testing aids business operators with their decision making, and is considered the gold standard method for learning from data to improve digital user experiences. However, there is usually a gap between the requirements of practitioners, and the constraints imposed by the statistical hypothesis testing methodologies commonly used for analysis of AB tests. These include …

SIEM and threat intelligence: Stay current on trending threats

by AI Generated Robotic ContentFAANG August 29, 2023Comments are Disabled

With the average cost of a data breach soaring to an all-time high at USD $4.45 million dollars in 2023, organizations face an ever-increasing array of cybersecurity threats. These threats can range from ransomware attacks to phishing campaigns and insider threats, potentially resulting in data breaches. As cybercriminals become more sophisticated and their tactics more …

RO-ViT: Region-aware pre-training for open-vocabulary object detection with vision transformers

by AI Generated Robotic ContentFAANG August 29, 2023Comments are Disabled

Posted by Dahun Kim and Weicheng Kuo, Research Scientists, Google The ability to detect objects in the visual world is crucial for computer vision and machine intelligence, enabling applications like adaptive autonomous agents and versatile shopping systems. However, modern object detectors are limited by the manual annotations of their training data, resulting in a vocabulary …

University of San Francisco Data Science Conference 2023 Datathon in partnership with AWS and Amazon SageMaker Studio Lab

by AI Generated Robotic ContentFAANG August 29, 2023Comments are Disabled

As part of the 2023 Data Science Conference (DSCO 23), AWS partnered with the Data Institute at the University of San Francisco (USF) to conduct a datathon. Participants, both high school and undergraduate students, competed on a data science project that focused on air quality and sustainability. The Data Institute at the USF aims to …

Managing your cloud ecosystems: Maintaining workload continuity during worker node upgrades

by AI Generated Robotic ContentFAANG August 26, 2023Comments are Disabled

Planning and managing your cloud ecosystem and environments is critical for reducing production downtime and maintaining a functioning workload. In the “Managing your cloud ecosystems” blog series, we cover different strategies for ensuring that your setup functions smoothly with minimal downtime. To start things off, the first topic in this blog series is ensuring workload …