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Month: December 2020

Newsletter – Week 52, 2020

December 28, 2020 / ilapitan / 1 Comment

News:

GraalVM Offers COBOL Support
https://www.infoq.com/news/2020/12/graalvm-cobol/

Articles:

Stranger Things in Java: Constructors
https://dzone.com/articles/stranger-things-in-java-constructors
Sharing Troubleshooting and Debugging Experiences with Java and the JVM
https://blogs.oracle.com/poonam/troubleshooting-native-memory-leaks-in-java-applications
Best Practices: Java Memory Arguments for Containers
https://dzone.com/articles/best-practices-java-memory-arguments-for-container
Integration Tests With Spring Cloud Netflix and Feign
https://www.baeldung.com/spring-cloud-feign-integration-tests
Spring Boot: Customize the Jackson ObjectMapper
https://www.baeldung.com/spring-boot-customize-jackson-objectmapper
How to Properly Deprecate APIs
https://dzone.com/articles/how-to-properly-deprecate-apis
Open Source Solution Architecture Patterns 0.9
https://dzone.com/articles/open-source-solution-architecture-patterns-09-rele
Top 7 Static Code Analysis Tools
https://dzone.com/articles/top-7-static-code-analysis-tools
Reviewing the Microservices Architecture: Impacts, Operational Complexity, and Alternatives
https://www.infoq.com/articles/reviewing-microservices-architecture-operational-complexity/
Disaster Recovery for Multi-Region Kafka at Uber
https://eng.uber.com/kafka/
Learning from incidents: getting Sidekiq ready to serve a billion jobs
https://tech.scribd.com/blog/2020/sidekiq-incident-learnings.html
🦀 Rust Reviewed: Is the hype justified? 🦀
https://dev.to/somedood/rust-reviewed-is-the-hype-justified-1pa1
A Simple Neural Network (<200loc, rust)
https://explog.in/notes/funnn.html
7 Types of Artificial Intelligence: Propelling the Technology Development
https://www.analyticsinsight.net/7-types-of-artificial-intelligence-propelling-the-technology-development/
Top 7 Amazing Artificial Intelligence Applications that Are Unfamiliar
https://www.analyticsinsight.net/top-7-amazing-artificial-intelligence-applications-that-are-unfamiliar/
Calculus Books for Machine Learning
https://machinelearningmastery.com/calculus-books-for-machine-learning/
Bruno Zamborlin, CEO and Chief Scientist at Hypersurfaces – Interview Series
https://www.unite.ai/bruno-zamborlin-ceo-and-chief-scientist-at-hypersurfaces-interview-series/
Machine learning is going real-time
https://huyenchip.com/2020/12/27/real-time-machine-learning.html

Videos:

Culturing Resiliency with Data: a Taxonomy of Outages
https://www.infoq.com/presentations/uber-outages/
Charles Isbell and Michael Littman: Machine Learning and Education | Lex Fridman Podcast #148
https://www.youtube.com/watch?v=yzMVEbs8Zz0

Newsletter – Week 51, 2020

December 21, 2020 / ilapitan / Leave a comment

News:

Half of 4 Million Public Docker Hub Images Found to Have Critical Vulnerabilities
https://www.infoq.com/news/2020/12/dockerhub-image-vulnerabilities/
In a first, Air Force uses AI on military jet
https://www.washingtonpost.com/business/2020/12/16/air-force-artificial-intelligence/
Top 100 academic institutions in artificial intelligence
https://www.natureindex.com/supplements/nature-index-2020-ai/tables/academic

Articles:

Comparing Doubles in Java
https://www.baeldung.com/java-comparing-doubles
Top 40 Questions for a Spring Framework Interview
https://dzone.com/articles/top-40-questions-for-a-spring-framework-interview
The Principles of Planning and Implementing Microservices
https://dzone.com/articles/implementing-microservices-the-foundations
Microservice Architecture and its 10 Most Important Design Patterns
https://towardsdatascience.com/microservice-architecture-and-its-10-most-important-design-patterns-824952d7fa41
Kafka as a storage system
https://blog.twitter.com/engineering/en_us/topics/infrastructure/2020/kafka-as-a-storage-system.html
Application Level Encryption for Software Architects
https://www.infoq.com/articles/ale-software-architects/
Apple’s M1 Chip Benchmarks focused on the real-world programming
https://tech.ssut.me/apple-m1-chip-benchmarks-focused-on-the-real-world-programming/
A day in the life of AI
https://www.raconteur.net/infographics/a-day-in-the-life-of-ai/
What Is Meta-Learning in Machine Learning?
https://machinelearningmastery.com/meta-learning-in-machine-learning/
ONE Tech’s 2021 Predictions on Data Science and AI
https://www.unite.ai/one-techs-2021-predictions-on-data-science-and-ai/
Beyond Limit’s 2021 Predictions on Cognitive AI & Knowledge Democratization
https://www.unite.ai/beyond-limits-2021-predictions-on-cognitive-ai-knowledge-democratization/

Videos:

The More You Know: A Guide to Understanding Your Systems
https://www.infoq.com/presentations/twilio-template-chaos-engineering/
AWS re:Invent 2020 – Machine Learning Keynote with Swami Sivasubramanian
https://www.youtube.com/watch?v=PjDysgCvRqY

Newsletter – Week 50, 2020

December 15, 2020 / ilapitan / Leave a comment

News:

Don’t Panic: Kubernetes and Docker
https://kubernetes.io/blog/2020/12/02/dont-panic-kubernetes-and-docker/
What’s New in Maven 4
https://maarten.mulders.it/2020/11/whats-new-in-maven-4/

Articles:

Functional Programming Patterns With Java 8
https://dzone.com/articles/functional-programming-patterns-with-java-8
Keeping Your Java Applications Secure
https://jaxenter.com/java-secure-173147.html
Jakarta EE 9 is here: “The Jakarta EE community is now in the driver seat of further innovation”
https://jaxenter.com/jakarta-ee-9-is-here-the-jakarta-ee-community-is-now-in-the-driver-seat-of-further-innovation-173554.html
Why Rust is meant to replace C
https://evrone.com/rust-vs-c
mvnd: Maven’s Speed Daemon, a Conversation with Peter Palaga and Guillaume Nodet
https://www.infoq.com/news/2020/12/mvnd-mavens-speed-daemon/
Some Clean Code Best Practices
https://dzone.com/articles/clean-code-best-practices-1
How do you test your tests?
https://engineering.fb.com/2020/12/10/developer-tools/probabilistic-flakiness/
The Challenges of End-to-End Testing of Microservices
https://www.infoq.com/news/2020/12/end-to-end-testing-microservices/
DataHub: Popular metadata architectures explained
https://engineering.linkedin.com/blog/2020/datahub-popular-metadata-architectures-explained
The journey of metadata at PayPal
https://medium.com/paypal-engineering/the-journey-of-metadata-at-paypal-c374ac66e2e6
Scaling Cache Infrastructure at Pinterest
https://medium.com/pinterest-engineering/scaling-cache-infrastructure-at-pinterest-422d6d294ece
How Netflix Scales its API with GraphQL Federation (Part 2)
https://netflixtechblog.com/how-netflix-scales-its-api-with-graphql-federation-part-2-bbe71aaec44a
No Code Workflow Orchestrator for Building Batch & Streaming Pipelines at Scale
https://eng.uber.com/no-code-workflow-orchestrator/
8 Leading Women In The Field Of AI
https://www.forbes.com/sites/robtoews/2020/12/13/8-leading-women-in-the-field-of-ai/
Classification, regression, and prediction — what’s the difference?
https://towardsdatascience.com/classification-regression-and-prediction-whats-the-difference-5423d9efe4ec
WIDeText: A Multimodal Deep Learning Framework
https://medium.com/airbnb-engineering/widetext-a-multimodal-deep-learning-framework-31ce2565880c

Videos:

Michael Littman: Reinforcement Learning and the Future of AI | Lex Fridman Podcast #144
https://www.youtube.com/watch?v=c9AbECvRt20

Newsletter – Week 49, 2020

December 7, 2020 / ilapitan / Leave a comment

News:

Spain to invest $720M in artificial intelligence
https://www.aa.com.tr/en/europe/spain-to-invest-720m-in-artificial-intelligence/2063555
A leading AI ethics researcher says she’s been fired from Google
https://www.technologyreview.com/2020/12/03/1013065/google-ai-ethics-lead-timnit-gebru-fired/

Articles:

Digital Certificate: How to Import .cer File into Truststore File
https://www.baeldung.com/import-cer-file-into-truststore
How to Access an Iteration Counter in a For Each Loop
https://www.baeldung.com/java-foreach-counter
Creating a Generic Array in Java
https://www.baeldung.com/java-generic-array
Java Concurrency Evolution
https://dzone.com/articles/java-concurrency-evolution
Why IntelliJ IDEA Is the Best for Java Development
https://dzone.com/articles/why-intellij-idea-is-the-best-for-java-development
References in Rust
https://hashrust.com/blog/references-in-rust/
Understanding Partial Moves in Rust
https://whileydave.com/2020/11/30/understanding-partial-moves-in-rust/
Why scientists are turning to Rust
https://www.nature.com/articles/d41586-020-03382-2
Monitoring Microservices the Right Way
https://www.infoq.com/articles/microservice-monitoring-right-way/
Data Mesh Principles and Logical Architecture
https://martinfowler.com/articles/data-mesh-principles.html
Remote work challenges as a team lead
https://arnoldgalovics.com/remote-work-challenges-as-a-team-lead/
Three ‘success’ metrics for software development
https://jaxenter.com/success-software-development-173540.html
2020’s Top AI & Machine Learning Research Papers
https://www.topbots.com/ai-machine-learning-research-papers-2020/
What Is Natural Language Understanding?
https://www.unite.ai/what-is-natural-language-understanding/
How to Manually Optimize Neural Network Models
https://machinelearningmastery.com/manually-optimize-neural-networks/
Machine learning models that act on encrypted data
https://www.amazon.science/blog/machine-learning-models-that-act-on-encrypted-data

Videos:

GOTO 2020 – The Coaching Leader & Architect by Roy Osherove
https://www.youtube.com/watch?v=vN_xMlR15hw
GOTO 2020 – Q4 – Are You Keeping Hosts Up to Date with the Latest Security Releases? by Liz Rice
https://www.youtube.com/watch?v=nGR205F4sEM
Lessons from Incident Management and Postmortems at Atlassian
https://www.infoq.com/presentations/incident-management-post-mortem-atlassian/
DeepMind solves protein folding | AlphaFold 2
https://www.youtube.com/watch?v=W7wJDJ56c88

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