InfoQ Homepage News
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GitHub to Integrate Semmle Code Analysis for Continuous Vulnerability Detection
With the acquisition of startup Semmle, GitHub aims to make continuous vulnerability detection part of their continuous integration/continuous deployment service.
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Facebook, Microsoft, and Partners Announce Deepfake Detection Challenge
Facebook, Microsoft, the Partnership on AI, and researchers from several universities have created the Deepfake Detection Challenge (DDC), a contest to produce AI that can detect misleading images and video that have been created by AI. The challenge includes several grants and awards for the teams that create the best AI solution, using the DDC's dataset of real and fake videos.
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HashiConf US 2019: Terraform and Consul Updates, Multi-* Workflows, and Shared Learning
At the fifth HashiConf US conference, held in Seattle, the HashiCorp founders made several new feature announcements for their Terraform and Consul products. Additional key takeaways from the event included: focus on workflows, not tooling; the software delivery world is becoming multi-cloud/platform/service; and there is still much that developers can learn from operations teams, and vice versa.
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Lessons Learned from Innovating at Google: Frame the Problem, Use Data, and Define the MVP
The truly great, innovative, useful ideas come mostly from two sources: your target users, and people working in the organization - not necessarily those with a "product manager" hat. Experimentation can help us to materialize ideas into actual products and technology. Framing the problem, using data, and defining the MVP can help us to increase the chance of success in innovation.
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Amazon-Certified Syntiant Neural Decision Processors (NDP) Aim to Bring Alexa to Low-Power Devices
Syntiant NDPs are custom-built chips specialized to run TensorFlow neural networks and can be integrated in many kinds of voice and audio-enabled devices, now including Alexa-enabled devices.
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How Statistical Forecasting Can Help You Trust Your Data and Drive Business Agility
Statistical forecasting is a highly effective way to improve delivery predictions and avoid some traditional estimation problems. In a case study from AgileByExample 2018, by Piotr Leszczynski, he says it can also help you understand and trust your data more, and drive improvements in business agility.
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QCon San Francisco 2019 (Nov 11-15): ML, Stream Processing, Compiled JavaScript, iOS Security & More
QCon San Francisco is back this November! The conference features 18 curated tracks that contain over 120 speakers. Designed for senior software professionals, QCon provides the latest insight into designing and delivering global-scale architectures, operating microservices across a diverse range of platforms, leading teams and building effective culture, & of course, the latest in applied AI/ML.
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Pinterest’s Journey to a Kubernetes Platform
Pinterest software engineers have revealed the custom tools and resources they introduced in the company's adoption of Kubernetes.
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Amazon Announces General Availability of Quantum Ledger Database
On September 10th, Amazon announced the general availability of Quantum Ledger Database (QLDB), a ledger database based on blockchain technology. As such, QLDB provides a fully managed ledger which can contain multiple tables, implementing an immutable transaction journal, which is cryptographically verifiable, and owned by a centralized trusted authority.
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Google Software Engineering Culture
Several Google engineering practices have been largely adopted across the company until today and still contribute to the company's success. In 2017, a staff software engineer published some of these practices, not limited to software development. Today, Google fosters a team culture of creativity, autonomy, and innovation.
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Change to AWS Lambda Networking Reduces Cold Start Time for VPC Customers
AWS announced changes to how Lambda functions connect to resources in a Virtual Private Cloud (VPC). This change — using pre-created network interfaces instead of network interfaces created for each function execution environment — cuts out a major factor in "cold starts" for serverless functions.
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Highlights from JAFAC 2019 - Day 1: Leadership, Disruption, Ethics, and Social Good
JAFAC (Just Another F&#k!ng Agile Conference) 2019 was held in Wellington, New Zealand on 5 and 6 September, 2019. The conference brings different voices to the fore, avoiding the usual suspects, and also highlighting ways that agile ideas are being applied in a wide variety of contexts. Important themes that emerged were leadership, disruption, ethics and the application of tech for social good
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Denis Magda on Continuous Deep Learning with Apache Ignite
At the recent ApacheCon North America, Denis Magda spoke on continuous machine learning with Apache Ignite, an in-memory data grid. Ignite simplifies the machine-learning pipeline by performing training and hosting models in the same cluster that stores the data, and can perform "online" training to incrementally improve models when new data is available.
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Creating a Startup outside of Silicon Valley - Q&A with Rachel Carlson of Guild Education
Rachel Carlson spoke at Develop Denver about her decision to create a tech startup outside the expected location in San Francisco. Although the idea was initially met with resistance by her investors, she believes having the headquarters for Guild Education in Denver, Colorado, has provided many benefits.
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Addressing Multi-Cloud Automation, HashiCorp Releases Terraform Cloud
In a recent blog post, HashiCorp announced the full release of Terraform Cloud, an open-source SaaS platform for teams to manage their infrastructure-as-code workflows. This orchestration takes place through cloud-agnostic tools that allow teams to improve their productivity through repeatable automation. This announcement follows their May 2019 announcement of Remote State Management.