Bookmarks (122)

The ants and the pheromones

acolyer.org

I’m super excited about the new chapter emerging in our research on a programmable cloud. This...

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An overview of end-to-end entity resolution for big data

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Bias in word embeddings

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Seeing is believing: a client-centric specification of database isolation

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Elle: inferring isolation anomalies from experimental observations

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Achieving 100Gbps intrusion prevention on a single server

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Virtual consensus in Delos

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Helios: hyperscale indexing for the cloud & edge (part II)

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Helios: hyperscale indexing for the cloud & edge – part 1

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The case for a learned sorting algorithm

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An early end of term

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Serverless in the wild: characterizing and optimising the serverless workload at a large cloud provider

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An empirical guide to the behavior and use of scalable persistent memory

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Understanding, detecting and localizing partial failures in large system software

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When correlation (or lack of it) can be causation

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Characterizing, modeling, and benchmarking RocksDB key-value workloads at Facebook

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Building an elastic query engine on disaggregated storage

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Millions of tiny databases

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Firecracker: lightweight virtualization for serverless applications

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Firecracker: lightweight virtualisation for serverless applications, Agache et al., NSDI’20 Finally the NSDI’20 papers have opened...

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Gandalf: an intelligent, end-to-end analytics service for safe deployment in cloud-scale infrastructure

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Meaningful availability

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AnyLog: a grand unification of the Internet of things

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Extending relational query processing with ML inference

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Cloudy with a high chance of DBMS: a 10-year prediction for enterprise-grade ML

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Migrating a privacy-safe information extraction system to a Software 2.0 design

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Programs, life cycles, and laws of software evolution

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Let's Encrypt: an automated certificate authority to encrypt the entire web

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Watching you watch: the tracking system of over-the-top TV streaming devices

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Cloudburst: stateful functions-as-a-service

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POTS: protective optimization technologies

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The measure and mismeasure of fairness: a critical review of fair machine learning

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Seamless offloading of web app computations from mobile device to edge clouds via HTML5 Web Worker migration

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Narrowing the gap between serverless and its state with storage functions

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3

Reverb: speculative debugging for web applications

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Trade-offs under pressure: heuristics and observations of teams resolving internet service outages (Part II)

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Trade-offs under pressure: heuristics and observations of teams resolving internet service outages (Part 1)

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STELLA: report from the SNAFU-catchers workshop on coping with complexity

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STELLA: report from the SNAFU-catchers workshop on coping with complexity, Woods 2017, Coping with Complexity workshop...

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Synthesizing data structure transformations from input-output examples

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Synthesizing data structure transformations from input-output examples, Feser et al., PLDI’15 The Programmatically Interpretable Reinforcement Learning...

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2

Programmatically interpretable reinforcement learning

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Programmatically interpretable reinforcement learning, Verma et al., ICML 2018 Being able to trust (interpret, verify) a...

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Challenges of real-world reinforcement learning

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Challenges of real-world reinforcement learning, Dulac-Arnold et al., ICML’19 Last week we looked at some of...

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Ten challenges for making automation a ‘team player’ in joint human-agent activity

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Ten challenges for making automation a ‘team player’ in joint human-agent activity, Klein et al., IEEE...

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Ironies of automation

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Ironies of automation, Bainbridge, Automatica, Vol. 19, No. 6, 1983 With thanks to Thomas Depierre for...

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The Year Ahead

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Welcome to another year of The Morning Paper! Over the holidays I spent some time mapping...

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End of term

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How do committees invent?

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A tale of two abstractions: the case for object space

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A persistent problem: managing pointers in NVM

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Benchmarking spreadsheet systems

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Benchmarking spreadsheet systems Rahman et al., Preprint A recent TwThread drew my attention to this pre-print...

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Declarative assembly of web applications from pre-defined concepts

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Declarative assembly of web applications from predefined concepts De Rosso et al., Onward! 2019 I chose...

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Efficient lock-free durable sets

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Efficient lock-free durable sets Zuriel et al., OOPSLA’19 Given non-volatile memory (NVRAM), the naive hope for...

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