RANDOMBLOGS (RSS)

blog.acolyer.org


8. 2. 2021The ants and the pheromones – blog.acolyer.org
14. 12. 2020An overview of end-to-end entity resolution for big data – blog.acolyer.org
8. 12. 2020Bias in word embeddings – blog.acolyer.org
30. 11. 2020Seeing is believing: a client-centric specification of database isolation – blog.acolyer.org
23. 11. 2020Elle: inferring isolation anomalies from experimental observations – blog.acolyer.org
16. 11. 2020Achieving 100Gbps intrusion prevention on a single server – blog.acolyer.org
9. 11. 2020Virtual consensus in Delos – blog.acolyer.org
2. 11. 2020Helios: hyperscale indexing for the cloud & edge (part II) – blog.acolyer.org
26. 10. 2020Helios: hyperscale indexing for the cloud & edge – part 1 – blog.acolyer.org
19. 10. 2020The case for a learned sorting algorithm – blog.acolyer.org
23. 3. 2020An early end of term – blog.acolyer.org
20. 3. 2020Serverless in the wild: characterizing and optimising the serverless workload at a large cloud provider – blog.acolyer.org
18. 3. 2020An empirical guide to the behavior and use of scalable persistent memory – blog.acolyer.org
16. 3. 2020Understanding, detecting and localizing partial failures in large system software – blog.acolyer.org
13. 3. 2020When correlation (or lack of it) can be causation – blog.acolyer.org
11. 3. 2020Characterizing, modeling, and benchmarking RocksDB key-value workloads at Facebook – blog.acolyer.org
9. 3. 2020Building an elastic query engine on disaggregated storage – blog.acolyer.org
4. 3. 2020Millions of tiny databases – blog.acolyer.org
2. 3. 2020Firecracker: lightweight virtualization for serverless applications – blog.acolyer.org
28. 2. 2020Gandalf: an intelligent, end-to-end analytics service for safe deployment in cloud-scale infrastructure – blog.acolyer.org
29. 1. 2020Narrowing the gap between serverless and its state with storage functions – blog.acolyer.org
27. 1. 2020Reverb: speculative debugging for web applications – blog.acolyer.org
24. 1. 2020Trade-offs under pressure: heuristics and observations of teams resolving internet service outages (Part II) – blog.acolyer.org
22. 1. 2020Trade-offs under pressure: heuristics and observations of teams resolving internet service outages (Part 1) – blog.acolyer.org
20. 1. 2020STELLA: report from the SNAFU-catchers workshop on coping with complexity – blog.acolyer.org
17. 1. 2020Synthesizing data structure transformations from input-output examples – blog.acolyer.org
15. 1. 2020Programmatically interpretable reinforcement learning – blog.acolyer.org
13. 1. 2020Challenges of real-world reinforcement learning – blog.acolyer.org
10. 1. 2020Ten challenges for making automation a ‘team player’ in joint human-agent activity – blog.acolyer.org
8. 1. 2020Ironies of automation – blog.acolyer.org
6. 1. 2020The Year Ahead – blog.acolyer.org
16. 12. 2019End of term – blog.acolyer.org
13. 12. 2019How do committees invent? – blog.acolyer.org
11. 12. 2019A tale of two abstractions: the case for object space – blog.acolyer.org
9. 12. 2019A persistent problem: managing pointers in NVM – blog.acolyer.org
6. 12. 2019Benchmarking spreadsheet systems – blog.acolyer.org
4. 12. 2019Declarative assembly of web applications from pre-defined concepts – blog.acolyer.org
2. 12. 2019Efficient lock-free durable sets – blog.acolyer.org
29. 11. 2019TLA+ model checking made symbolic – blog.acolyer.org
27. 11. 2019Mergeable replicated data types – Part II – blog.acolyer.org
25. 11. 2019Mergeable replicated data types – Part I – blog.acolyer.org
20. 11. 2019Local-first software: you own your data, in spite of the cloud – blog.acolyer.org
18. 11. 2019Formal foundations of serverless computing – blog.acolyer.org
15. 11. 2019Taiji: managing global user traffic for large-scale Internet services at the edge – blog.acolyer.org
13. 11. 2019Scaling symbolic evaluation for automated verification of systems code with Serval – blog.acolyer.org
11. 11. 2019Snap: a microkernel approach to host networking – blog.acolyer.org
8. 11. 2019The inflection point hypothesis: a principled approach to finding the root cause of a failure – blog.acolyer.org
6. 11. 2019File systems unfit as distributed storage backends: lessons from ten years of Ceph evolution – blog.acolyer.org
4. 11. 2019An analysis of performance evolution of Linux’s core operations – blog.acolyer.org
1. 11. 2019Optimized risk scores – blog.acolyer.org
30. 10. 2019Learning certifiably optimal rule lists for categorical data – blog.acolyer.org
28. 10. 2019Stop explaining black box machine learning models for high stakes decisions and use interpretable models instead – blog.acolyer.org
25. 10. 2019Task-based effectiveness of basic visualizations – blog.acolyer.org
20. 9. 2019Even more amazing papers at VLDB 2019 (that I didn’t have space to cover yet) – blog.acolyer.org
18. 9. 2019Updating graph databases with Cypher – blog.acolyer.org
16. 9. 2019Fine-grained, secure and efficient data provenance on blockchain systems – blog.acolyer.org
13. 9. 2019Declarative recursive computation on an RDBMS – blog.acolyer.org
11. 9. 2019Procella: unifying serving and analytical data at YouTube – blog.acolyer.org
9. 9. 2019Experiences with approximating queries in Microsoft’s production big-data clusters – blog.acolyer.org
6. 9. 2019DDSketch: a fast and fully-mergeable quantile sketch with relative-error guarantees – blog.acolyer.org
4. 9. 2019SLOG: serializable, low-latency, geo-replicated transactions – blog.acolyer.org
2. 9. 2019IPA: invariant-preserving applications for weakly consistent replicated databases – blog.acolyer.org
30. 8. 2019Choosing a cloud DBMS: architectures and tradeoffs – blog.acolyer.org
28. 8. 2019Interactive checks for coordination avoidance – blog.acolyer.org
26. 8. 2019Snuba: automating weak supervision to label training data – blog.acolyer.org
23. 8. 2019Learning to prove theorems via interacting with proof assistants – blog.acolyer.org
21. 8. 2019Statistical foundations of virtual democracy – blog.acolyer.org
19. 8. 2019Robust learning from untrusted sources – blog.acolyer.org
22. 7. 2019End of term – blog.acolyer.org
19. 7. 2019Meta-learning neural Bloom filters – blog.acolyer.org
17. 7. 2019Challenging common assumptions in the unsupervised learning of disentangled representations – blog.acolyer.org
15. 7. 2019Data Shapley: equitable valuation of data for machine learning – blog.acolyer.org
12. 7. 2019View-centric performance optimization for database-backed web applications – blog.acolyer.org
10. 7. 2019Three key checklists and remedies for trustworthy analysis of online controlled experiments at scale – blog.acolyer.org
8. 7. 2019Software engineering for machine learning: a case study – blog.acolyer.org
5. 7. 2019Automating chaos experiments in production – blog.acolyer.org
3. 7. 2019One SQL to rule them all: an efficient and syntactically idiomatic approach to management of streams and tables – blog.acolyer.org
1. 7. 2019The convoy phenomenon – blog.acolyer.org
28. 6. 2019Machine learning systems are stuck in a rut – blog.acolyer.org
26. 6. 2019Designing far memory data structures: think outside the box – blog.acolyer.org
24. 6. 2019Fast key-value stores: an idea whose time has come and gone – blog.acolyer.org
21. 6. 2019What bugs cause cloud production incidents? – blog.acolyer.org
19. 6. 2019Nines are not enough: meaningful metrics for clouds – blog.acolyer.org
17. 6. 2019Towards multiverse databases – blog.acolyer.org
14. 6. 2019A case for managed and model-less inference serving – blog.acolyer.org
12. 6. 2019Beyond data and model parallelism for deep neural networks – blog.acolyer.org
10. 6. 2019PyTorch-BigGraph: a large-scale graph embedding system – blog.acolyer.org
17. 5. 2019Understanding real-world concurrency bugs in Go – blog.acolyer.org
15. 5. 2019Seer: leveraging big data to navigate the complexity of performance debugging in cloud microservices – blog.acolyer.org
13. 5. 2019An open-source benchmark suite for microservices and their hardware-software implications for cloud & edge systems – blog.acolyer.org
10. 5. 2019Distributed consensus revised – Part III – blog.acolyer.org
8. 5. 2019Distributed consensus revised – Part II – blog.acolyer.org
7. 5. 2019Distributed consensus revised – Part I – blog.acolyer.org
22. 4. 2019End of term – blog.acolyer.org
18. 4. 2019Keeping master green at scale – blog.acolyer.org
17. 4. 2019Teaching rigorous distributed systems with efficient model checking – blog.acolyer.org
15. 4. 2019Time protection: the missing OS abstraction – blog.acolyer.org
12. 4. 2019Master of web puppets: abusing web browsers for persistent and stealthy computation – blog.acolyer.org
10. 4. 2019Don’t trust the locals: investigating the prevalence of persistent client-side cross-site scripting in the wild – blog.acolyer.org
8. 4. 2019How bad can it git? Characterizing secret leakage in public GitHub repositories – blog.acolyer.org
5. 4. 2019Ginseng: keeping secrets in registers when you distrust the operating system – blog.acolyer.org
3. 4. 2019Establishing software root of trust unconditionally – blog.acolyer.org
1. 4. 2019The crux of voice (in)security: a brain study of speaker legitimacy detection – blog.acolyer.org
29. 3. 2019Calvin: fast distributed transactions for partitioned database systems – blog.acolyer.org
27. 3. 2019Amazon Aurora: on avoiding distributed consensus for I/Os, commits, and membership changes – blog.acolyer.org
25. 3. 2019Amazon Aurora: design considerations for high throughput cloud-native relational databases – blog.acolyer.org
22. 3. 2019Slim: OS kernel support for a low-overhead container overlay network – blog.acolyer.org
20. 3. 2019Understanding lifecycle management complexity of datacenter topologies – blog.acolyer.org
18. 3. 2019Datacenter RPCs can be general and fast – blog.acolyer.org
15. 3. 2019Exploiting commutativity for practical fast replication – blog.acolyer.org
13. 3. 2019Cloud computing simplified: a Berkeley view on serverless computing – blog.acolyer.org
11. 3. 2019Efficient synchronisation of state-based CRDTs – blog.acolyer.org
8. 3. 2019A generalised solution to distributed consensus – blog.acolyer.org
6. 3. 2019Keeping CALM: when distributed consistency is easy – blog.acolyer.org
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