DiscoverDev

DiscoverDev links for 2018-12-10

Splitting Stateful Services across Continents at Instagram
(www.infoq.com)
#DBMS,#scaling,#distributed-systems,#big-data
Globalizing Player Accounts
(engineering.riotgames.com)
#software-architecture,#infra,#scaling,#networking
How to Get a Better GAN (Almost) for Free: Introducing the Metropolis-Hastings GAN
(eng.uber.com)
#data-science,#machine-learning,#optimisation,#neural-net
Netflix Information Security: Preventing Credential Compromise in AWS
(medium.com)
#software-architecture,#security,#networking,#AWS,#cloud
Seven Tips for Visual Search at Scale
(www.ebayinc.com)
#machine-learning,#image-processing,#search,#big-data
Breaking Down the Design Thinking Process
(www.toptal.com)
#app-design,#UI,#UX,#design
Strategies For Headless Projects With Structured Content Management Systems
(www.smashingmagazine.com)
#API,#build-system,#CMS,#frontend
Presentation: Rethinking HCI with Neural Interfaces @CTRLlabsCo
(www.infoq.com)
#HCI,#hardware,#sensors,#biotech
Abstracting Sharding with Vitess and Distributed Deadlocks
(medium.com)
#DBMS,#scaling,#distributed-systems,#MySql

DiscoverDev links for 2018-12-07

Audio Classification using FastAI and On-the-Fly Frequency Transforms
(towardsdatascience.com)
#deep-learning,#AI,#python,#audio-processing
L4Drop: XDP DDoS Mitigations
(blog.cloudflare.com)
#scaling,#security,#networking,#DDoS
Reimagining the Morning Briefing
(open.nytimes.com)
#web,#UX,#design
Everything You Ever Wanted To Know About Authentication at Artsy (But Didn't Know How To Ask)
(artsy.github.io)
#security,#auth,#jwt,#tokens
The Ultimate Guide To Starting Your First IoT Project
(hackernoon.com)
#IoT,#hardware,#embedded,#hacking
How Uber’s New Driver App Overcomes Network Lag
(eng.uber.com)
#software-design,#performance,#mobile,#networking
Troubleshooting a Connection Timeout Issue with tcp_tw_recycle Enabled
(www.ebayinc.com)
#infra,#networking,#internals,#tcp-ip
Improving load performance and debugging with Chrome DevTools
(blog.logrocket.com)
#dev-tools,#debugging,#performance,#web
Neural Egg Separation: Training ML systems to extract audio/video from noisy/cluttered environments
(code.fb.com)
#AI,#machine-learning,#research,#media,#video-processing

DiscoverDev links for 2018-12-06

How to run Docker and get more sleep than I did
(engineering.gusto.com)
#software-engineering,#infra,#docker,#practices
How Pinterest runs Kafka at scale
(medium.com)
#data-pipeline,#software-architecture,#scaling,#apache-kafka,#backend
Reliable Webhooks Using Serverless Architecture
(medium.com)
#software-architecture,#serverless,#web-hooks,#backend,#reliability
A Structured Approach to Unsupervised Depth Learning from Monocular Videos
(ai.googleblog.com)
#deep-learning,#AI,#research,#video-processing
Beyond the search bar: advanced e-commerce search experiences
(blog.algolia.com)
#search,#frontend,#UX,#design
Solving the challenges of debugging microservices on a container platform
(developers.redhat.com)
#debugging,#containers,#microservices,#tracing
An Extensive Guide To Progressive Web Applications
(www.smashingmagazine.com)
#PWA,#web,#frontend,#service-worker
Works on my machine… and also everywhere else: local build and testing environments as code
(www.thoughtworks.com)
#software-engineering,#testing,#practices
Debugging Node Services in Kubernetes With Linkerd 2.0
(hackernoon.com)
#debugging,#nodeJS,#microservices,#kubernetes

DiscoverDev links for 2018-12-05

New fastMRI open source AI research tools from Facebook and NYU School of Medicine
(code.fb.com)
#AI,#machine-learning,#big-data,#biotech
Montezuma’s Revenge Solved by Go-Explore, a New Algorithm for Hard-Exploration Problems (Sets Records on Pitfall, Too)
(eng.uber.com)
#AI,#machine-learning,#algorithms,#research
Greenplum for Kubernetes Operator
(engineering.pivotal.io)
#infra,#scaling,#kubernetes,#backend
The Best Data Visualizations for Grabbing Readers’ Attention
(hackernoon.com)
#data-visualisation,#analytics,#big-data
Errors in Go: From denial to acceptance
(evilmartians.com)
#software-design,#programming-languages,#GoLang
How to make any website faster
(blog.logrocket.com)
#performance,#web,#frontend
What Is Physically-Based Animation?
(towardsdatascience.com)
#algorithms,#rendering,#research,#math
Visualizing Air Pollution with Folium Maps
(towardsdatascience.com)
#visualisation,#GeoData,#maps
Avoiding The Pitfalls Of Automatically Inlined Code
(www.smashingmagazine.com)
#javascript,#performance,#web,#frontend

DiscoverDev links for 2018-12-04

A Beginner’s Guide to Brain-Computer Interface and Convolutional Neural Networks
(towardsdatascience.com)
#HCI,#hardware,#neural-net,#biotech
The Git workflow you need: How to deal with multiple teams in a single repository
(blog.logrocket.com)
#software-engineering,#git,#VCS
A Pragmatic Approach to Tech Debt Reduction
(developers.soundcloud.com)
#software-engineering,#practices
Every 7.8μs your computer’s memory has a hiccup
(blog.cloudflare.com)
#performance,#hardware,#history,#systems
Serverless Progressive Web Apps using React with Cloudflare Workers
(blog.cloudflare.com)
#reactJS,#serverless,#PWA,#web
Article: The Serverless Sea Change
(www.infoq.com)
#software-architecture,#serverless,#backend,#cloud
Realtime crypto charting with JPM Perspective and d3fc
(blog.scottlogic.com)
#data-visualisation,#real-time,#frontend
Discovering the Shadow DOM
(blog.logrocket.com)
#javascript,#shadow-dom,#browsers,#frontend

DiscoverDev links for 2018-12-03

Speedy Computer Vision Pipelines using Parallelism
(towardsdatascience.com)
#performance,#python,#CV,#video-processing
Snapshot Testing Going Beyond UI
(engineering.blogfoster.com)
#QA,#testing,#UI,#frontend
Storing files in a distributed file system using blockchain technology
(www.future-processing.pl)
#block-chain,#systems,#decentralised,#ipfs
Airflow Architecture at Drivy
(drivy.engineering)
#software-architecture,#distributed-systems,#orchestration,#task-queue
Fast Google Fonts with Cloudflare Workers
(blog.cloudflare.com)
#performance,#CDN,#web,#frontend
5 Ways To Hack An API (And How To Defend)
(nordicapis.com)
#API,#security,#backend,#hacking
Zero Config JavaScript App Prototyping with Webpack
(auth0.com)
#javascript,#build-system,#webpack
Five Not Well-Known Machine Learning Architectures that will Help You Move from Pilot to Production
(towardsdatascience.com)
#software-engineering,#software-architecture,#machine-learning,#production

DiscoverDev links for 2018-11-30

Predictive test selection: A more efficient way to ensure reliability of code changes
(code.fb.com)
#dev-tools,#software-engineering,#testing,#machine-learning
Can Canva use AI to help people design?
(product.canva.com)
#AI,#machine-learning,#image-generation
The Fundamental Problem of Search
(www.eventbrite.com)
#algorithms,#search,#information-retrieval,#big-data
Dynamic configuration at Twitter
(blog.twitter.com)
#software-engineering,#infra,#devops,#backend
Experiments with Link Previews to Help Guide Readers
(open.nytimes.com)
#web,#frontend,#UX,#design
The Public Git Archive Story
(blog.sourced.tech)
#machine-learning,#analytics,#research,#git
LPCNet: DSP-Boosted Neural Speech Synthesis
(hacks.mozilla.org)
#signal-processing,#neural-net,#audio-processing,#research
Observability at Scale: Building Uber’s Alerting Ecosystem
(eng.uber.com)
#monitoring,#infra,#devops,#SRE,#backend
Scaling Spark Streaming for Logging Event Ingestion
(medium.com)
#data-pipeline,#logging,#apache-spark,#event-driven
Decentralizing Social Interactions with ActivityPub
(hacks.mozilla.org)
#software-architecture,#web,#decentralised

DiscoverDev links for 2018-11-29

Implications Of Thinking In Blocks Instead Of Blobs
(www.smashingmagazine.com)
#software-design,#web,#frontend,#wordpress
TTL as a Service: Automatic Revocation of Stale Privileges
(engineeringblog.yelp.com)
#software-engineering,#software-design,#security,#access-control
Using Apache Kafka to Drive Cutting-Edge Machine Learning
(www.confluent.io)
#data-pipeline,#software-architecture,#machine-learning,#backend,#systems
A General Approach for Using 2D Object Detection for Facial ID
(towardsdatascience.com)
#AI,#machine-learning,#image-processing,#CV
Adding pipelines to JavaScript
(blog.logrocket.com)
#javascript,#programming-languages,#event-driven
Interpretable Neural Networks
(towardsdatascience.com)
#machine-learning,#neural-net,#math
Toward a deeper understanding of the way AI agents see things
(code.fb.com)
#deep-learning,#AI,#machine-learning,#research
Handling Imbalanced Datasets in Deep Learning
(towardsdatascience.com)
#deep-learning,#data-science,#big-data

DiscoverDev links for 2018-11-28

Building An Interactive Infographic With Vue.js
(www.smashingmagazine.com)
#visualisation,#vueJS,#frontend,#svg
3D Visualization of NN layers with TensorSpace.js
(towardsdatascience.com)
#data-science,#neural-net,#internals,#visualisation
Breaking The Ice: A Crash Course In IPFS, Ethereum And Fat Protocols Of The Future
(hackernoon.com)
#block-chain,#ethereum,#decentralised,#protocols,#ipfs
Coding Conversations: The “Perfect Storm" that Brought Down LinkedIn.com
(engineering.linkedin.com)
#infra,#devops,#SRE,#backend
Offensive testing to make Dropbox (and the world) a safer place
(blogs.dropbox.com)
#testing,#security,#systems,#privacy
The question of “why?” in single-page application frameworks
(blog.logrocket.com)
#javascript,#software-architecture,#frontend,#SPA
Improved Grading of Prostate Cancer Using Deep Learning
(ai.googleblog.com)
#deep-learning,#machine-learning,#image-processing,#classifier
What’s the big deal about Decentralized Consensus?
(blog.insightdatascience.com)
#algorithms,#distributed-systems,#block-chain,#decentralised

DiscoverDev links for 2018-11-27

Microcontainers for Unit Testing
(developers.redhat.com)
#dev-tools,#software-engineering,#testing,#containers
Real-time context based smart type-ahead suggestions
(medium.com)
#software-architecture,#machine-learning,#search,#NLP,#real-time
Presentation: Big Data and Deep Learning: A Tale of Two Systems
(www.infoq.com)
#deep-learning,#data-science,#machine-learning,#big-data
MySQL High Availability On-Premises: A Geographically Distributed Scenario
(www.percona.com)
#DBMS,#scaling,#distributed-systems,#MySql
Measuring What Makes Readers Subscribe to The New York Times
(open.nytimes.com)
#data-pipeline,#analytics,#data-modeling
Can SNMP (Still) Be Used to Detect DDoS Attacks?
(hackernoon.com)
#networking,#DDoS,#internet
Achieving Blockchain Scalability with Sparse Merkle Trees and Bloom Filters
(hackernoon.com)
#software-architecture,#scaling,#block-chain,#decentralised
Combating Potentially Harmful Applications with Machine Learning at Google: Datasets and Models
(android-developers.googleblog.com)
#machine-learning,#mobile,#security,#systems

DiscoverDev links for 2018-11-26

Dyslexic Friendly Font - Khan Academy's New Accessibility Feature
(engineering.khanacademy.org)
#web,#frontend,#accessibility
The Power of Web Components
(hacks.mozilla.org)
#HTML,#frontend,#web-components
Dash: A Beginner’s Guide
(towardsdatascience.com)
#dev-tools,#data-visualisation,#python,#web
Presentation: Testing the Endpoints of Your REST APIs
(www.infoq.com)
#QA,#testing,#API,#REST
A Comprehensive Hands-on Guide to Transfer Learning with Real-World Applications in Deep Learning
(towardsdatascience.com)
#deep-learning,#machine-learning,#neural-net
boundary-layer : Declarative Airflow Workflows
(codeascraft.com)
#software-architecture,#big-data,#cloud
Kafka Connect Deep Dive – Converters and Serialization Explained
(www.confluent.io)
#data-pipeline,#distributed-systems,#apache-kafka,#internals,#backend
How to deal with the seasonality of a market?
(eng.lyft.com)
#data-science,#algorithms,#analytics

DiscoverDev links for 2018-11-23

Transport: Towards Logical Independence Using Translatable Portable UDFs
(engineering.linkedin.com)
#software-engineering,#software-design,#API
Inferring Label Hierarchies with hLDA
(medium.com)
#AI,#machine-learning,#NLP
Progressive Service Architecture At Auth0
(auth0.com)
#software-architecture,#scaling,#backend,#availability
Handling Addresses from All Around the World
(shopifyengineering.myshopify.com)
#web,#frontend,#accessibility,#localisation
Federated learning: distributed machine learning with data locality and privacy
(blog.fastforwardlabs.com)
#software-architecture,#machine-learning,#distributed-systems,#privacy
Doing Machine Learning the Uber Way: Five Lessons From the First Three Years of Michelangelo
(towardsdatascience.com)
#data-science,#software-engineering,#machine-learning,#visualisation
Use Case For Augmented Reality In Design
(www.smashingmagazine.com)
#mobile,#UI,#AR,#design
How we spent two weeks hunting an NFS bug in the Linux kernel
(about.gitlab.com)
#debugging,#Linux,#kernel,#systems,#filesystem
Breaking the Boundaries of Intelligent Video Analytics with DeepStream SDK 3.0
(devblogs.nvidia.com)
#deep-learning,#data-science,#analytics,#video-processing

DiscoverDev links for 2018-11-22

Using Calibration to Translate Video Data to the Real World
(devblogs.nvidia.com)
#GeoData,#video-processing,#image-generation
Druid @ Airbnb Data Platform
(medium.com)
#data-pipeline,#software-architecture,#analytics,#big-data,#druid
Working on the Engines While the Plane is Flying
(www.ebayinc.com)
#networking,#availability,#internet,#systems
Serving Millions of Users in Real-Time with Node.js & Microservices [Case Study]
(blog.risingstack.com)
#nodeJS,#scaling,#microservices,#backend
Private by Design: How we built Firefox Sync
(hacks.mozilla.org)
#software-architecture,#security,#browsers
Sinkholing - Face the Threat, Beat the Threat
(tech.showmax.com)
#security,#backend,#access-control,#systems
Demystify The Multi-threading in Node.JS
(hackernoon.com)
#nodeJS,#systems,#parallel-computing
Accurate Online Speaker Diarization with Supervised Learning
(ai.googleblog.com)
#AI,#machine-learning,#audio-processing,#research
GraphQL Schema Modeling: Part 1
(tech.findmypast.com)
#API,#graphQL,#data-modeling
Automating Terraform: Infrastructure as Code as a Service
(blog.scottlogic.com)
#infra,#automation,#devops,#AWS

DiscoverDev links for 2018-11-21

The rise of multivector DDoS attacks
(blog.cloudflare.com)
#security,#networking,#DDoS,#internet
A Deeper Look into Embeddings — A Linguistic Approach
(towardsdatascience.com)
#data-science,#NLP,#research,#word2vec
BERT Explained: State of the art language model for NLP
(towardsdatascience.com)
#data-science,#AI,#machine-learning,#NLP
Rewriting the Wrongs of Web2 and Other Political Events
(hackernoon.com)
#block-chain,#internet,#web,#decentralised
Cross shard transactions at 10 million requests per second
(blogs.dropbox.com)
#software-design,#software-architecture,#scaling,#distributed-systems,#backend
Architecting Uber’s New Driver App in RIBs
(eng.uber.com)
#software-engineering,#mobile,#UX,#design
Your Client Engagement Program Isn't Doing What You Think It Is.
(multithreaded.stitchfix.com)
#machine-learning,#analytics,#personalisation
Cloud Computing without Containers
(blog.cloudflare.com)
#security,#serverless,#cloud,#systems
Article: Challenges of Building a Reliable Realtime Chat Service
(www.infoq.com)
#software-architecture,#scaling,#real-time,#messaging,#event-driven

DiscoverDev links for 2018-11-20

Optimising an AWS microservice - Part 2
(technology.skybettingandgaming.com)
#software-architecture,#optimisation,#microservices,#AWS
Basic Accessibility for Web Applications
(capgemini.github.io)
#web,#frontend,#accessibility
Presentation: Blazor: C# Running in the Browser via WebAssembly
(www.infoq.com)
#web-assembly,#runtime,#browsers,#frontend
Splitting Millions of Source Code Identifiers with Deep Learning
(blog.sourced.tech)
#deep-learning,#analytics,#big-data,#parsing
How we use AWS Batch at Zendesk to Build All The Machine Learning Models
(medium.com)
#software-architecture,#infra,#machine-learning,#AWS
Netflix MediaDatabase — Media Timeline Data Model
(medium.com)
#software-architecture,#DBMS,#scaling,#big-data,#media
SRE Case Study: Mysterious Traffic Imbalance
(www.ebayinc.com)
#debugging,#SRE,#networking,#DNS
How We Built a Cost-Based SQL Optimizer
(www.cockroachlabs.com)
#software-architecture,#DBMS,#SQL
Into the Depths: The Technical Details Behind AV1
(hacks.mozilla.org)
#algorithms,#compression,#video-processing
WaveNet: Google Assistant’s Voice Synthesizer.
(towardsdatascience.com)
#data-science,#AI,#NLP,#neural-net,#audio-processing

DiscoverDev links for 2018-11-19

How to Speed Up Deep Learning Inference Using TensorRT
(devblogs.nvidia.com)
#deep-learning,#performance,#GPU,#systems
Building a Type-safe Embedded DSL for Form Components with Validation
(medium.com)
#functional-programming,#DSL,#frontend,#parsing
Optimizing Cluster Resources for Kubernetes Team Development
(www.weave.works)
#software-engineering,#infra,#kubernetes,#backend
Making beats with generative design
(becominghuman.ai)
#data-science,#AI,#audio-processing,#music
Boost Your UX with Clear Visual Hierarchy
(www.toptal.com)
#app-design,#UI,#UX,#design
Making floating point math highly efficient for AI hardware
(code.fb.com)
#data-science,#AI,#performance,#hardware,#systems
Proactive Data Pipeline Alerting with Pulse
(blog.cloudera.com)
#data-pipeline,#monitoring,#infra,#logging
ELI5: Plasma Cash
(hackernoon.com)
#scaling,#block-chain,#ethereum,#decentralised

DiscoverDev links for 2018-11-16

Scaling Time Series Data Storage — Part II
(medium.com)
#DBMS,#noSQL,#scaling,#time-series
Sharding Cash
(medium.com)
#software-architecture,#DBMS,#scaling,#backend
Running Apache Kafka on Kubernetes at Shopify
(shopifyengineering.myshopify.com)
#containers,#distributed-systems,#apache-kafka,#kubernetes
Empowering personalized marketing with machine learning
(eng.lyft.com)
#data-science,#machine-learning,#analytics,#personalisation
Analyzing Experiment Outcomes: Beyond Average Treatment Effects
(eng.uber.com)
#software-engineering,#app-design,#analytics
Double-bucketing in A/B Testing
(codeascraft.com)
#data-visualisation,#analytics,#AB-Testing
CUDA on Turing Opens New GPU Compute Possibilities
(devblogs.nvidia.com)
#hardware,#GPU,#systems,#parallel-computing
Open-sourcing FBGEMM for state-of-the-art server-side inference
(code.fb.com)
#deep-learning,#AI,#performance
How To Build A Virtual Reality Model With A Real-Time Cross-Device Preview
(www.smashingmagazine.com)
#VR,#web,#A-Frame
I am a Developer: why should I use Docker ?
(blog.octo.com)
#software-engineering,#containers,#docker

DiscoverDev links for 2018-11-15

Presentation: Reactive Relational Database Connectivity
(www.infoq.com)
#DBMS,#API,#reactive
Rebuilding the Groups Experience on LinkedIn
(engineering.linkedin.com)
#software-design,#software-architecture,#scaling,#refactor
Enabling Modern JavaScript in Rails with Webpack(er)
(medium.com)
#javascript,#RoR,#ruby,#build-system
Applying Deep Learning To Airbnb Search
(medium.com)
#deep-learning,#AI,#machine-learning,#search
What’s the Difference Between Implicit vs. Explicit Programming?
(blog.codeship.com)
#software-engineering,#programming-languages,#cs-theory
Getafix: How Facebook tools learn to fix bugs automatically
(code.fb.com)
#dev-tools,#debugging,#software-engineering,#automation
The how and why on React’s usage of linked list in Fiber
(medium.com)
#javascript,#reactJS,#performance,#internals
Rethinking quality and the engineers who protect it
(www.eventbrite.com)
#software-engineering,#QA,#testing

DiscoverDev links for 2018-11-14

Three Simple Rules for Putting Secrets into Git
(engineering.udacity.com)
#software-engineering,#security,#secrets,#git
A Netflix Web Performance Case Study
(medium.com)
#javascript,#performance,#web,#frontend
Five years of PostCSS: State of the Union
(evilmartians.com)
#dev-tools,#build-system,#css,#frontend
Crash reporting in desktop Python applications
(blogs.dropbox.com)
#software-engineering,#software-architecture,#logging,#python,#desktop-app
Linear Regression in Real Life
(www.dataquest.io)
#data-science,#data-analytics,#math
ModaNet: A Large-scale Street Fashion Dataset with Polygon Annotations
(www.ebayinc.com)
#machine-learning,#image-processing,#big-data,#neural-net
Improve Animated GIF Performance With HTML5 video
(www.smashingmagazine.com)
#performance,#optimisation,#web,#frontend
Terraform AWS Cloud - Sane Infrastructure Management
(www.toptal.com)
#infra,#automation,#devops,#AWS,#backend
Zero-shot learning: Using text to more accurately identify images
(code.fb.com)
#machine-learning,#image-processing,#research,#CV

DiscoverDev links for 2018-11-13

Optimising an AWS microservice - Part 1
(technology.skybettingandgaming.com)
#software-architecture,#infra,#microservices,#cloud
Accelerated Ray Tracing in One Weekend in CUDA
(devblogs.nvidia.com)
#GPU,#rendering,#graphics,#parallel-computing
Article: Who Is Running My Kubernetes Pod? The Past, Present, and Future of Container Runtimes
(www.infoq.com)
#containers,#kubernetes,#Linux,#systems
Modernizing your build pipelines
(www.thoughtworks.com)
#software-engineering,#automation,#build-system,#production
Blockchains vs. Hashgraphs
(hackernoon.com)
#distributed-systems,#block-chain,#decentralised
Presentation: I'll Get Back to You: Task, Await, and Asynchronous Methods
(www.infoq.com)
#programming-paradigm,#event-driven,#async
Writing a Frontend Web Framework with WebAssembly And Go
(hackernoon.com)
#web-assembly,#GoLang,#frontend
Deep (Double) Q-Learning
(towardsdatascience.com)
#deep-learning,#data-science,#AI,#machine-learning
Create your own dysfunctional single-page app in five easy steps
(hackernoon.com)
#javascript,#software-architecture,#frontend,#SPA

DiscoverDev links for 2018-11-12

Credentials leaked in public? Here’s what Grofers implemented to prevent such mishaps!
(lambda.grofers.com)
#dev-tools,#software-engineering,#automation,#git
Presentation: Making Security Usable: Product Engineer Perspective
(www.infoq.com)
#software-engineering,#security,#encryption
Unstructured Data Transfer in Rest.li
(engineering.linkedin.com)
#reactive,#REST,#streaming,#protocols
JavaScript design patterns
(blog.logrocket.com)
#javascript,#software-architecture,#design-pattern
GraphQL Server Design @ Medium
(medium.engineering)
#software-architecture,#API,#graphQL,#backend
Understanding Keep-Alive Timeouts in the Cloud Foundry Networking Stack
(engineering.pivotal.io)
#networking,#backend,#tcp-ip
Open Sourcing BERT: State-of-the-Art Pre-training for Natural Language Processing
(ai.googleblog.com)
#AI,#machine-learning,#NLP,#text-analysis
The Treacherous Tangle of Redundant Data: Resilience for Wallaroo
(blog.wallaroolabs.com)
#distributed-systems,#data-stream,#fault-tolerance,#systems,#reliability
Using AI to help people with visual impairments share images on Facebook
(research.fb.com)
#AI,#machine-learning,#image-processing,#research

DiscoverDev links for 2018-11-09

Scaling Machine Learning at Uber with Michelangelo
(eng.uber.com)
#data-science,#software-architecture,#machine-learning,#scaling
A Java troubleshooting guide: network, memory leaks and threads
(sysdig.com)
#monitoring,#java,#systems,#tracing
Introducing FuseBox, an alternative to Webpack
(auth0.com)
#javascript,#build-system,#webpack,#frontend
Horizon: The first open source reinforcement learning platform for large-scale products and services
(code.fb.com)
#data-science,#machine-learning,#scaling,#big-data
The Decentralized Web
(blog.fastforwardlabs.com)
#networking,#browsers,#web,#decentralised
Re-imagining Price Check with Augmented Reality
(medium.com)
#ios,#app-design,#AR
Why you should avoid ORMs (with examples in Node.js)
(blog.logrocket.com)
#software-design,#DBMS,#backend,#opinion
More Efficient Range Scan Paging with Scylla 3.0
(www.scylladb.com)
#DBMS,#noSQL,#performance,#internals,#systems
First Impressions - a Guide to Onboarding UX
(www.toptal.com)
#app-design,#UI,#UX,#design

DiscoverDev links for 2018-11-08

The state of UI testing at Mixpanel
(engineering.mixpanel.com)
#software-engineering,#QA,#testing,#frontend
Google at EMNLP 2018
(ai.googleblog.com)
#data-science,#machine-learning,#NLP,#research
Building Shopify POS for Android Using MVVM
(shopifyengineering.myshopify.com)
#software-architecture,#mobile,#app-design,#android
GraphQL @ Medium Tech Talk Videos
(medium.engineering)
#mobile,#API,#graphQL,#web
How Does This Article Make You Feel?
(open.nytimes.com)
#data-science,#machine-learning,#NLP,#text-analysis
Facebook Research at EMNLP
(research.fb.com)
#data-science,#machine-learning,#NLP,#research
Architecting product tours in React: How we moved fast without leaving a trail of tech debt
(blog.asana.com)
#software-engineering,#software-architecture,#reactJS,#frontend
Real-Time Noise Suppression Using Deep Learning
(devblogs.nvidia.com)
#deep-learning,#algorithms,#mobile,#real-time,#audio-processing
The Quest for React Micro-Apps: The Beginning
(www.eventbrite.com)
#javascript,#software-architecture,#frontend

DiscoverDev links for 2018-11-07

Reflecting on Building Real-time APIs at Facebook
(hackernoon.com)
#software-architecture,#scaling,#API,#real-time
Apache Kafka’s Distributed System Firefighter — The Controller Broker
(hackernoon.com)
#software-architecture,#distributed-systems,#apache-kafka
Power-efficiency for performance-deficiency
(itnext.io)
#performance,#hardware,#systems
Profiling: The Case of the Missing Milliseconds
(engineering.riotgames.com)
#monitoring,#performance,#optimisation,#backend
Introducing AdaNet: Fast and Flexible AutoML with Learning Guarantees
(ai.googleblog.com)
#AI,#machine-learning,#tensor-flow,#research
Peloton: Uber’s Unified Resource Scheduler for Diverse Cluster Workloads
(eng.uber.com)
#data-pipeline,#software-architecture,#distributed-systems,#big-data,#backend
Facebook open-sources new suite of Linux kernel components and tools
(code.fb.com)
#Linux,#kernel,#systems
Neural Networks For Music: A Journey Through Its History
(towardsdatascience.com)
#AI,#neural-net,#audio-processing,#history,#research

DiscoverDev links for 2018-11-06

Deep Learning for Classifying Hotel Aesthetics Photos
(devblogs.nvidia.com)
#deep-learning,#data-science,#image-processing,#classifier
How to solve the last mile logistics conundrum?
(towardsdatascience.com)
#algorithms,#graph-processing,#GeoData
Measuring Performance With Server Timing
(www.smashingmagazine.com)
#monitoring,#performance,#backend,#web
How S3 Signed URLs work
(advancedweb.hu)
#security,#AWS,#access-control
Immutable Infrastructure Using Packer, Ansible, and Terraform
(itnext.io)
#infra,#automation,#devops,#deployment
Lazy-Loading Components in React 16.6
(blog.logrocket.com)
#software-architecture,#reactJS,#performance,#frontend
Testing Privacy-Preserving Telemetry with Prio
(hacks.mozilla.org)
#analytics,#browsers,#privacy
ATM Fraud Detection with Apache Kafka and KSQL
(www.confluent.io)
#data-pipeline,#machine-learning,#apache-kafka,#SQL

DiscoverDev links for 2018-11-05

Acoustic Detection of Humpback Whales Using a Convolutional Neural Network
(ai.googleblog.com)
#AI,#machine-learning,#neural-net,#research
Anomaly Detection in Zipkin Trace Data
(engineering.salesforce.com)
#debugging,#distributed-systems,#microservices,#tracing
QNNPACK: Open source library for optimized mobile deep learning
(code.fb.com)
#deep-learning,#mobile,#neural-net
Scaling up with Distributed Tensorflow on Spark
(towardsdatascience.com)
#deep-learning,#distributed-systems,#apache-spark
Effectively Integrating RTX Ray Tracing into a Real-Time Rendering Engine
(devblogs.nvidia.com)
#GPU,#real-time,#rendering,#graphics
Imperative Loop or Functional Stream Pipeline? Beware of the Performance Impact!
(blog.jooq.org)
#data-pipeline,#performance,#data-stream,#java
Presentation: Implementing AutoML Techniques at Salesforce Scale
(www.infoq.com)
#data-science,#machine-learning,#scaling
Presentation: How to Write Code that Documents Itself
(www.infoq.com)
#software-engineering,#best-practices
Decoded Entity Embeddings of Categorical Variables in Neural Networks
(towardsdatascience.com)
#deep-learning,#AI,#machine-learning,#neural-net

DiscoverDev links for 2018-11-02

React’s Render Props in Practice
(medium.com)
#software-architecture,#reactJS,#design-pattern,#frontend
Facebook, NYU expand available languages for natural language understanding systems
(code.fb.com)
#AI,#machine-learning,#NLP,#research
Cloud-based file transfer at scale
(hackernoon.com)
#software-architecture,#CDN,#networking,#backend
Understanding Production: What can you measure?
(www.opsian.com)
#software-engineering,#monitoring,#infra,#profiling,#production
Uber Introduces PyML: Their Secret Weapon for Rapid Machine Learning Development
(towardsdatascience.com)
#data-science,#machine-learning,#big-data,#python
VMAF: The Journey Continues
(medium.com)
#algorithms,#encoding,#streaming,#video-processing
An Introduction to Join Ordering
(www.cockroachlabs.com)
#DBMS,#SQL,#cockroachDB,#internals
Building Ambitious Apps with MDX
(auth0.com)
#reactJS,#markdown,#frontend

DiscoverDev links for 2018-11-01

SQL at Scale with Apache Spark SQL and DataFrames — Concepts, Architecture and Examples
(towardsdatascience.com)
#DBMS,#scaling,#apache-spark,#SQL
Detecting fake video needs to start with video authentication
(hackernoon.com)
#deep-learning,#AI,#classifier,#video-processing
Video Playback On The Web: Video Delivery Best Practices (Part 2)
(www.smashingmagazine.com)
#browsers,#web,#streaming
Presentation: Modeling the Real World with Elixir/OTP
(www.infoq.com)
#distributed-systems,#elixir,#erlang,#concurrency
Presentation: Next Gen Networking Infrastructure with Rust
(www.infoq.com)
#infra,#networking,#systems,#rust
Demystifying Convolutional Neural Networks
(towardsdatascience.com)
#data-science,#machine-learning,#neural-net
API Profiling at Pinterest
(medium.com)
#performance,#API,#optimisation,#profiling
Getting started with monitoring for developers
(blog.bugsnag.com)
#monitoring,#infra,#devops

DiscoverDev links for 2018-10-31

Curiosity and Procrastination in Reinforcement Learning
(ai.googleblog.com)
#AI,#machine-learning,#neural-net,#research
A tour through the OWASP Top 10
(auth0.com)
#security,#auth,#web,#encryption
Dweb: Identity for the Decentralized Web with IndieAuth
(hacks.mozilla.org)
#auth,#web,#decentralised,#protocols
Building the Contacts Platform at LinkedIn
(engineering.linkedin.com)
#data-pipeline,#software-architecture,#distributed-systems,#backend
Michelangelo PyML: Introducing Uber’s Platform for Rapid Python ML Model Development
(eng.uber.com)
#data-science,#AI,#machine-learning,#NLP
Sharing Secrets with GPG
(8thlight.com)
#security,#cryptography,#encryption,#GPG
Prisma Horizontal Scaling: a practical guide
(techblog.commercetools.com)
#software-architecture,#scaling,#graphQL,#backend
Causal guarantees are anything but casual
(engineering.mongodb.com)
#DBMS,#noSQL,#distributed-systems,#mongoDB
Video Series: Practical Real-Time Ray Tracing With RTX
(devblogs.nvidia.com)
#algorithms,#GPU,#rendering,#graphics

DiscoverDev links for 2018-10-30

Splicing HTML’s DNA With CSS Attribute Selectors
(www.smashingmagazine.com)
#css,#HTML,#frontend
Presentation: Programming in Hostile Environments
(www.infoq.com)
#infra,#hardware,#embedded,#systems
Open Sourcing Subzero
(medium.com)
#distributed-systems,#opensource,#bitcoin,#decentralised
Presentation: Digital Publishing for Scale: The Economist and Go
(www.infoq.com)
#scaling,#GoLang,#backend,#systems
Stolen Access Tokens and You
(developer.okta.com)
#API,#security,#auth,#practices
Learning neural network architectures
(towardsdatascience.com)
#data-science,#machine-learning,#neural-net
12 factor apps revisited
(convox.com)
#software-engineering,#software-architecture
Introduction to Linux interfaces for virtual networking
(developers.redhat.com)
#networking,#Linux,#systems,#virtualisation

DiscoverDev links for 2018-10-29

The Challenges Behind Rolling Out Security Updates To Your Docker Images
(eng.lyft.com)
#devops,#docker,#pipeline,#backend
Turnilo — let’s change the way people explore Big Data
(allegro.tech)
#data-visualisation,#analytics,#big-data
Applying Customer Feedback: How NLP & Deep Learning Improve Uber’s Maps
(eng.uber.com)
#deep-learning,#data-science,#NLP,#maps
WebAssembly’s post-MVP future: A cartoon skill tree
(hacks.mozilla.org)
#web-assembly,#browsers,#frontend
Significantly faster generation and training for AI-based audio systems
(code.fb.com)
#machine-learning,#neural-net,#audio-processing,#research
YouTube Is Making Machines Really Smart
(hackernoon.com)
#deep-learning,#AI,#video-processing
Presentation: Help! I Accidentally Distributed My System!
(www.infoq.com)
#software-engineering,#software-architecture,#distributed-systems
MobileLab: Highly accurate testing to prevent mobile performance regressions
(code.fb.com)
#testing,#performance,#mobile

DiscoverDev links for 2018-10-26

Optimizing React Performance with Selective Rendering
(engineering.vena.io)
#javascript,#reactJS,#performance,#rendering
iOS at Scale: Modularization of the Wayfair App
(tech.wayfair.com)
#ios,#software-architecture,#scaling,#mobile
Noise Mapping with KSQL, a Raspberry Pi and a Software-Defined Radio
(www.confluent.io)
#hardware,#data-stream,#apache-kafka
Raster Vision: A New Open Source Framework for Deep Learning on Satellite and Aerial Imagery
(www.azavea.com)
#deep-learning,#image-processing,#python,#GeoData
Serverless Rust with AWS Lambda and WebAssembly
(blog.scottlogic.com)
#web-assembly,#AWS,#serverless,#rust
A/B Testing UX for Component-based Frameworks
(www.toptal.com)
#frontend,#AB-Testing,#UX
Building a Javascript module bundler
(itnext.io)
#dev-tools,#javascript,#build-system,#webpack
Presentation: Better DevEx at Netflix: Polyglot and Containers
(www.infoq.com)
#dev-tools,#containers,#backend

DiscoverDev links for 2018-10-25

Introducing Component Firmware Update
(blogs.windows.com)
#software-design,#windows,#systems,#protocols
Microservice Architecture at Medium
(medium.engineering)
#software-engineering,#software-architecture,#microservices,#backend
Building a Titan: Better security through a tiny chip
(android-developers.googleblog.com)
#mobile,#security,#hardware,#embedded
Pylift: A Fast Python Package for Uplift Modeling
(tech.wayfair.com)
#data-science,#data-analytics,#python
Uber’s Big Data Platform: 100+ Petabytes with Minute Latency
(eng.uber.com)
#software-architecture,#distributed-systems,#big-data,#systems
Dweb: Decentralised, Real-Time, Interoperable Communication with Matrix
(hacks.mozilla.org)
#distributed-systems,#internet,#web,#decentralised
Lumen: Custom, Self-Service Dashboarding For Netflix
(medium.com)
#monitoring,#infra,#devops,#visualisation
Enabling ECC on PC Engines platforms
(3mdeb.com)
#security,#hardware,#systems
Collusion: Nearby Device Networking with MultipeerConnectivity in iOS
(www.toptal.com)
#ios,#mobile,#networking,#p2p

DiscoverDev links for 2018-10-24

Spreading the Love in the LinkedIn Feed with Creator-Side Optimization
(engineering.linkedin.com)
#software-engineering,#algorithms,#design
Modern background execution in Android
(android-developers.googleblog.com)
#software-architecture,#android,#async
Uber Expands Advanced Visualization Ecosystem with Mapbox Integration
(eng.uber.com)
#visualisation,#GeoData,#maps
The Yelp Production Engineering Documentation Style Guide
(engineeringblog.yelp.com)
#software-engineering,#SRE,#documentation,#production
Serverless Rust with Cloudflare Workers
(blog.cloudflare.com)
#web-assembly,#CDN,#serverless,#rust
8 Vital OAuth Flows and Powers
(nordicapis.com)
#auth,#web,#protocols
RAPIDS Accelerates Data Science End-to-End
(devblogs.nvidia.com)
#data-science,#performance,#GPU
See Better and Further with Super Res Zoom on the Pixel 3
(ai.googleblog.com)
#image-processing,#research

DiscoverDev links for 2018-10-23

SqR00t Offensive Security Tech Talks
(medium.com)
#security,#systems,#web,#privacy
Improving AI language understanding by combining multiple word representations
(code.fb.com)
#data-science,#NLP,#text-analysis,#research
The Netflix Media Database (NMDB)
(medium.com)
#DBMS,#scaling,#distributed-systems
An Overview of Open Standards
(auth0.com)
#auth,#web,#protocols
How We Use Machine Learning and Natural Language Processing to Empower Search
(tech.wayfair.com)
#data-science,#machine-learning,#search,#NLP
Siamese Networks and Stuart Weitzman Boots
(towardsdatascience.com)
#AI,#machine-learning,#image-processing,#neural-net
Smart Bundling: How To Serve Legacy Code Only To Legacy Browsers
(www.smashingmagazine.com)
#build-system,#browsers,#frontend
Benchmarking Google BigQuery at Scale
(techblog.king.com)
#DBMS,#performance,#cloud,#GCE

DiscoverDev links for 2018-10-22

Hexagonal Architecture: three principles and an implementation example
(blog.octo.com)
#software-engineering,#software-architecture,#design-pattern
Client Side Encryption in Firebase Database and Storage
(hackernoon.com)
#security,#backend,#frontend,#encryption
Vectorization Implementation in Machine Learning
(towardsdatascience.com)
#machine-learning,#python,#math
Digitizing Maps Using Remote Sensing Techniques in ArcMap and R
(www.azavea.com)
#R-programming,#visualisation,#GeoData,#maps
Writing a Faster Jsonnet Compiler
(databricks.com)
#software-architecture,#performance,#optimisation,#compilers
Applying Deep Learning to Metastatic Breast Cancer Detection
(ai.googleblog.com)
#deep-learning,#image-processing,#research,#biotech
Write Better Python Functions
(hackernoon.com)
#software-engineering,#python
Optimizing HTTP/2 prioritization with BBR and tcp_notsent_lowat
(blog.cloudflare.com)
#networking,#HTTP2,#TCP,#protocols

DiscoverDev links for 2018-10-19

Checkpointing and Consistent Recovery Lines: How We Handle Failure in Wallaroo
(blog.wallaroolabs.com)
#software-architecture,#algorithms,#distributed-systems,#fault-tolerance
Presentation: Why Bother with Kotlin - Not Just Another Language Tour
(www.infoq.com)
#programming-languages,#java,#JVM,#kotlin
ZooKeeper at Twitter
(blog.twitter.com)
#distributed-systems,#backend,#apache-zookeeper
Introducing Oboe: A C++ library for low latency audio
(android-developers.googleblog.com)
#android,#audio-processing,#streaming,#C++
Creating Leaflet Tiles from Open Data using PostGIS and QGIS
(www.azavea.com)
#PostgreSQL,#rendering,#GeoData,#maps
Building Enterprise Software on LinkedIn's Consumer Stack: Behind the Scenes of LinkedIn Talent Hub
(engineering.linkedin.com)
#software-engineering,#software-architecture,#scaling
Lessons learned from creating a rich-text editor with real-time collaboration
(medium.com)
#algorithms,#distributed-systems,#real-time,#frontend,#editor
Graceful upgrades in Go
(blog.cloudflare.com)
#software-engineering,#deployment,#GoLang,#production

DiscoverDev links for 2018-10-18

Strava’s New End-to-End Testing Setup
(medium.com)
#software-engineering,#QA,#testing,#web
Building Representative Talent Search at LinkedIn
(engineering.linkedin.com)
#software-design,#software-architecture
Introduction to Real-Time Ray Tracing with Vulkan
(devblogs.nvidia.com)
#algorithms,#real-time,#rendering,#graphics
Dropbox traffic infrastructure: Edge network
(blogs.dropbox.com)
#software-architecture,#infra,#scaling,#networking
Control Flow Integrity in the Android kernel
(android-developers.googleblog.com)
#android,#Linux,#kernel,#internals
Open Sourcing Active Question Reformulation with Reinforcement Learning
(ai.googleblog.com)
#data-science,#machine-learning,#NLP,#research
A Tour Inside Cloudflare's G9 Servers
(blog.cloudflare.com)
#performance,#hardware,#networking,#internals
Mapping Factorio with Leaflet
(blog.cloudflare.com)
#rendering,#maps,#frontend

DiscoverDev links for 2018-10-17

An Introduction to AI at LinkedIn
(engineering.linkedin.com)
#AI,#machine-learning,#NLP,#big-data
Paper review: “Learning to Represent Programs with Graphs”
(blog.sourced.tech)
#machine-learning,#algorithms,#graph-processing,#parsing
Using machine learning to index text from billions of images
(blogs.dropbox.com)
#machine-learning,#image-processing,#search,#big-data
Why We Decided to Rewrite Uber’s Driver App
(eng.uber.com)
#software-engineering,#mobile,#app-design,#migration
Use Custom Packet Framing for Microservices Messaging
(blog.codeship.com)
#infra,#microservices,#RPC
Mixed Precision Training for NLP and Speech Recognition with OpenSeq2Seq
(devblogs.nvidia.com)
#data-science,#NLP,#GPU,#audio-processing
Using LDA to Build a Missing Yelp Feature
(towardsdatascience.com)
#data-science,#machine-learning,#python,#maps
Rendering “External Texture”: An Flutter Optimization by Alibaba
(hackernoon.com)
#mobile,#rendering,#flutter

DiscoverDev links for 2018-10-16

Eureka, Zuul, and Cloud Configuration - Local Development
(engineering.pivotal.io)
#infra,#automation,#microservices,#backend
Managing data store locality at scale with Akkio
(code.fb.com)
#DBMS,#distributed-systems,#big-data,#systems
Calls between JavaScript and WebAssembly are finally fast 🎉
(hacks.mozilla.org)
#javascript,#web-assembly,#performance,#browsers
How to reduce the impact of JavaScript on your page load time
(engineering.gosquared.com)
#javascript,#performance,#frontend
How We’re Keeping Our Android UI Consistent
(engineeringblog.yelp.com)
#mobile,#app-design,#android,#UI
Hold the Framework – Exploring Dependency Injection Patterns
(www.toptal.com)
#software-architecture,#design-pattern
Review: DeconvNet — Unpooling Layer (Semantic Segmentation)
(towardsdatascience.com)
#data-science,#machine-learning,#neural-net,#research
What’s The Difference Between Versioning and Revisioning APIs?
(nordicapis.com)
#software-engineering,#API,#release-engineering

DiscoverDev links for 2018-10-15

Presentation: Finding a Balance
(www.infoq.com)
#functional-programming,#design-decision,#opensource,#clojure
Mouse Cursor Control Using Facial Movements — An HCI Application
(towardsdatascience.com)
#machine-learning,#image-processing,#HCI,#research
Concurrent Programming in Python is not what you think it is.
(hackernoon.com)
#python,#parallel-computing,#concurrency
The 4 Convolutional Neural Network Models That Can Classify Your Fashion Images
(towardsdatascience.com)
#deep-learning,#machine-learning,#image-processing,#neural-net
Speaker Diarization — The Squad Way
(hackernoon.com)
#machine-learning,#audio-processing,#math
Article: Resilient Systems in Banking
(www.infoq.com)
#software-engineering,#software-architecture,#backend,#reliability
Consistently Beautiful Visualizations with Altair Themes
(towardsdatascience.com)
#data-science,#analytics,#python,#visualisation
Presentation: To RPC or not to RPC: Choosing the Right Communication Strategies in a Microservice Architecture
(www.infoq.com)
#software-architecture,#microservices,#design-choice,#RPC

DiscoverDev links for 2018-10-12

Presentation: Goodbye REST APIs. Hello GraphQL!
(www.infoq.com)
#API,#graphQL,#migration,#REST
How to unwrap wine labels programmatically
(hackernoon.com)
#image-processing,#algorithms,#math
VBA Stomping — Advanced Maldoc Techniques
(medium.com)
#security,#windows,#malware
The great modem mystery!
(development.wombatsecurity.com)
#IoT,#hardware,#networking,#embedded
Review: FCN (Semantic Segmentation)
(towardsdatascience.com)
#machine-learning,#image-processing,#neural-net
Spoofing Node dependencies?!
(medium.com)
#javascript,#nodeJS,#frontend,#mocking
Write you a webpack for great good
(engineering.linecorp.com)
#javascript,#build-system,#webpack
Open-Sourcing Panoptes, Oath’s distributed network telemetry collector
(yahooeng.tumblr.com)
#software-architecture,#automation,#networking

DiscoverDev links for 2018-10-11

Machine Learning for Cybersecurity 101
(towardsdatascience.com)
#data-science,#machine-learning,#security
Open-sourcing StateService: Automating recovery of third-party services after a major outage
(code.fb.com)
#dev-tools,#automation,#devops
A Brief History of High Availability
(www.cockroachlabs.com)
#scaling,#distributed-systems,#availability
Open Sourcing Mirus
(engineering.salesforce.com)
#data-pipeline,#software-architecture,#distributed-systems,#apache-kafka
Deduplicating files in Public Git Archive
(blog.sourced.tech)
#data-analytics,#visualisation,#git
Experimenting with GraphQL
(medium.com)
#API,#graphQL
Sinkholing - Face the Threat, Beat the Threat
(tech.showmax.com)
#software-architecture,#security,#backend,#systems
The History of our Solr and Performance
(eng.datafox.com)
#software-architecture,#performance,#backend,#apache-solr
How Etsy Handles Peeking in A/B Testing
(codeascraft.com)
#testing,#analytics,#AB-Testing

DiscoverDev links for 2018-10-10

Risk Detection Infrastructure @ Postmates
(blog.postmates.com)
#software-architecture,#data-analytics,#security
Fast and Fun: My First Real-Time Ray Tracing Demo
(devblogs.nvidia.com)
#real-time,#rendering,#graphics
IPFS: A Complete Analysis of The Distributed Web
(hackernoon.com)
#internet,#web,#decentralised,#ipfs
Best design practices to get the most out of your API
(www.oreilly.com)
#software-engineering,#software-design,#API
Under the hood: Facebook Marketplace powered by artificial intelligence
(code.fb.com)
#machine-learning,#search,#NLP,#CV
Presentation: Introduction to gVisor: Sandboxed Linux Container Runtime
(www.infoq.com)
#containers,#security,#Linux,#runtime
Using async generators as data streams
(hackernoon.com)
#javascript,#data-stream,#async
Scaling PostgreSQL using Connection Poolers and Load Balancers for an Enterprise Grade environment
(www.percona.com)
#DBMS,#performance,#scaling,#PostgreSQL
SW Quality and Testing in MicroServices
(hackernoon.com)
#QA,#testing,#microservices

DiscoverDev links for 2018-10-09

Video Series: Real-Time Ray Tracing for Interactive Global Illumination Workflows in Frostbite
(devblogs.nvidia.com)
#algorithms,#GPU,#rendering,#graphics
Validating Performance and Reliability of the new Dropbox Search Engine
(blogs.dropbox.com)
#software-architecture,#QA,#performance,#reliability
Unicorn—Rheos Remediation Center
(www.ebayinc.com)
#software-architecture,#automation,#backend,#cloud
Four Pitfalls of Sentiment Analysis Accuracy
(www.toptal.com)
#machine-learning,#NLP,#text-analysis
Why Can a Machine Beat Mario but not Pokemon?
(towardsdatascience.com)
#AI,#machine-learning,#algorithms
Understanding Design Systems and Patterns
(www.toptal.com)
#UI,#web,#design
Experimenting with GraphQL
(medium.com)
#software-design,#API,#graphQL,#REST
Beyond DQN/A3C: A Survey in Advanced Reinforcement Learning
(towardsdatascience.com)
#data-science,#AI,#machine-learning,#neural-net

DiscoverDev links for 2018-10-08

Patterns for distributed transactions within a microservices architecture
(developers.redhat.com)
#microservices,#backend,#design-pattern
Under the hood of Pixling World
(hackernoon.com)
#AI,#neural-net,#game-dev
WebAssembly on Cloudflare Workers
(blog.cloudflare.com)
#web-assembly,#CDN,#edge-computing
Fundamentals of display technologies for Augmented and Virtual Reality
(hackernoon.com)
#image-processing,#hardware,#VR,#AR
DeepGL on Neo4j
(towardsdatascience.com)
#deep-learning,#machine-learning,#NLP,#graphDB
From Simple to Fast - Custom Solr Document Collapsing
(allegro.tech)
#software-architecture,#performance,#apache-solr
Understanding Lamport Timestamps with Python’s multiprocessing library
(towardsdatascience.com)
#distributed-systems,#python,#cloud
Coral Cities: An Ito Design Lab Concept
(towardsdatascience.com)
#data-visualisation,#GeoData,#maps,#design

DiscoverDev links for 2018-10-05

Article: Modeling Uncertainty With Reactive DDD
(www.infoq.com)
#software-design,#software-architecture,#reactive,#DDD
Rethinking Netflix’s Edge Load Balancing
(medium.com)
#performance,#networking,#cloud,#load-balancing
Reflecting on Wayfair’s Conversion to React and Redux: Seven Months Later
(tech.wayfair.com)
#software-engineering,#reactJS,#migration,#frontend
Improving Driver Communication through One-Click Chat, Uber’s Smart Reply System
(eng.uber.com)
#AI,#software-architecture,#machine-learning,#NLP
Building With Workers KV, a Fast Distributed Key-Value Store
(blog.cloudflare.com)
#CDN,#cloud,#edge-computing
A-Frame + Redux: Writing VR Experiences connected to Redux
(www.olioapps.com)
#redux,#react-VR,#A-Frame
Paper review: “Lessons from Building Static Analysis Tools at Google”.
(blog.sourced.tech)
#dev-tools,#research,#static-analysis,#parsing
Build a Simple API Service with Express and GraphQL
(developer.okta.com)
#API,#graphQL,#auth,#expressJS
Monitoring Java applications: Memory usage, threads and other JRE metrics
(sysdig.com)
#monitoring,#java,#JVM

DiscoverDev links for 2018-10-04

Architecture of Nautilus, the new Dropbox search engine
(blogs.dropbox.com)
#software-architecture,#search,#scaling,#big-data,#filesystem
Optimize performance in Docker containers used by Embedded Systems Consulting business
(3mdeb.com)
#performance,#docker,#optimisation,#systems
Presentation: AutoCAD & WebAssembly: Moving a 30 Year Code Base to the Web
(www.infoq.com)
#web-assembly,#performance,#migration,#frontend
Presentation: Real-time, Fine-grained Version Control with CRDTs
(www.infoq.com)
#algorithms,#distributed-systems,#data-structures,#real-time,#synchronisation
How Etsy Localizes Addresses
(codeascraft.com)
#javascript,#frontend,#accessibility,#localisation
Building Google Dataset Search and Fostering an Open Data Ecosystem
(ai.googleblog.com)
#data-science,#AI,#big-data,#semantic-data
How We Store Data in the Cloud at Auth0
(auth0.com)
#software-architecture,#infra,#DBMS
Open Sourcing HASSH
(engineering.salesforce.com)
#networking,#profiling,#systems

DiscoverDev links for 2018-10-03

Experimentation & Measurement for Search Engine Optimization
(medium.com)
#data-science,#analytics,#AB-Testing,#SEO
How we rolled out one of the largest Python 3 migrations ever
(blogs.dropbox.com)
#software-engineering,#python,#migration,#backend
What is Modular CSS?
(itnext.io)
#software-architecture,#css,#frontend
Real-Time Presence Detection at Scale with Apache Kafka on AWS
(www.confluent.io)
#stream-processing,#AWS,#apache-kafka,#real-time
Speech Classification Using Neural Networks: The Basics
(towardsdatascience.com)
#machine-learning,#neural-net,#audio-processing
The QUICening
(blog.cloudflare.com)
#networking,#internet,#protocols
Presentation: Fast Log Analysis by Automatically Parsing Heterogeneous Log
(www.infoq.com)
#performance,#logging,#analytics
Interview With GraphQL Co-Creator Lee Byron
(nordicapis.com)
#API,#graphQL,#REST
How a Go Program Compiles down to Machine Code
(getstream.io)
#GoLang,#internals,#compilers

DiscoverDev links for 2018-10-02

Enhancing the Netflix UI Experience with HDR
(medium.com)
#image-processing,#algorithms,#CV
Illustrated Guide to LSTM’s and GRU’s: A step by step explanation
(towardsdatascience.com)
#data-science,#machine-learning,#visualisation
Making Search Work For Us
(engineering.laterooms.com)
#software-architecture,#search,#backend
Dark Patterns And Other Design No-Nos For Mobile
(www.smashingmagazine.com)
#mobile,#UI,#UX,#design
Turing Multi-View Rendering in VRWorks
(devblogs.nvidia.com)
#GPU,#rendering,#graphics
turtleDB: A JavaScript Framework for building offline-first, collaborative web apps
(hackernoon.com)
#javascript,#DBMS,#browsers
Presentation: Teaching a Machine to Code
(www.infoq.com)
#dev-tools,#AI,#machine-learning,#HCI
Presentation: Networking Your Microservices Applications
(www.infoq.com)
#microservices,#networking,#orchestration