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Corp to Cloud: Google's Virtual Desktops
From Communications of the ACM

Corp to Cloud: Google's Virtual Desktops

How Google moved its virtual desktops to the cloud.

Research for Practice
From Communications of the ACM

Research for Practice: Knowledge Base Construction in the Machine-Learning Era

Three critical design points: Joint learning, weak supervision, and new representations.

The Mythos of Model Interpretability
From Communications of the ACM

The Mythos of Model Interpretability

In machine learning, the concept of interpretability is both important and slippery.

Mind Your State for Your State of Mind
From Communications of the ACM

Mind Your State for Your State of Mind

The interactions between storage and applications can be complex and subtle.

GitOps
From Communications of the ACM

GitOps: A Path to More Self-Service IT

IaC + PR = GitOps

Workload Frequency Scaling Law
From Communications of the ACM

Workload Frequency Scaling Law: Derivation and Verification

Workload scalability has a cascade relation via the scale factor.

Algorithms Behind Modern Storage Systems
From Communications of the ACM

Algorithms Behind Modern Storage Systems

Different uses for read-optimized B-trees and write-optimized LSM-trees.

Research for Practice: Prediction-Serving Systems
From Communications of the ACM

Research for Practice: Prediction-Serving Systems

What happens when we wish to actually deploy a machine learning model to production?

Designing Cluster Schedulers for Internet-Scale Services
From Communications of the ACM

Designing Cluster Schedulers for Internet-Scale Services

Embracing failures for improving availability.

Thou Shalt Not Depend on Me
From Communications of the ACM

Thou Shalt Not Depend on Me

A look at JavaScript libraries in the wild.

Research for Practice
From Communications of the ACM

Research for Practice: Cluster Scheduling for Datacenters

Expert-curated guides to the best of CS research.

Canary Analysis Service
From Communications of the ACM

Canary Analysis Service

Automated canarying quickens development, improves production safety, and helps prevent outages.

Bitcoin's Underlying Incentives
From Communications of the ACM

Bitcoin's Underlying Incentives

The unseen economic forces that govern the Bitcoin protocol.

Monitoring in a DevOps World
From Communications of the ACM

Monitoring in a DevOps World

Perfect should never be the enemy of better.

Bitcoin's Academic Pedigree
From Communications of the ACM

Bitcoin's Academic Pedigree

The concept of cryptocurrencies is built from forgotten ideas in research literature.

XML and JSON Are Like Cardboard
From Communications of the ACM

XML and JSON Are Like Cardboard

Cardboard surrounds and protects stuff as it crosses boundaries.

Hootsuite
From Communications of the ACM

Hootsuite: In Pursuit of Reactive Systems

A discussion with Edward Steel, Yanik Berube, Jonas Bonér, Ken Britton, and Terry Coatta

Now That We Can Write <i>Simultaneously</i>, How Do We Use That to Our Advantage?
From Communications of the ACM

Now That We Can Write Simultaneously, How Do We Use That to Our Advantage?

Word processors now make it possible for many authors to work on the same document concurrently. But what can they actually do?

The IDAR Graph
From Communications of the ACM

The IDAR Graph

An improvement over UML.

The Debugging Mind-Set
From Communications of the ACM

The Debugging Mind-Set

Understanding the psychology of learning strategies leads to effective problem-solving skills.
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