1 |
01/14/2021 |
Introduction and Logistics |
Google's Introduction to Distributed Systems Design.
Newcombe et al, Use of Formal Methods at AWS.
Leesatapornwongsa et al, SAMC: Semantic-Aware
Model Checking for Fast Discovery of Deep Bugs
in Cloud Systems, OSDI'14.
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Review of Fundamental Results |
2 |
1/19/2021 |
Asynchronous Model of a Distributed System
Failure Modes
Time - Ordering of events
[Video]
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Lamport, Time, Clocks, and the Ordering of Events in a Distributed System, CACM, 1978 |
3 |
1/21/2021 |
Happens-before,
Lamport timestamps, Vector clocks
[Video]
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Lamport, Time, Clocks, and the Ordering of Events in a Distributed System, CACM, 1978
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4 |
1/26/2021 |
FLP Impossibility
[Video]
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Fischer et al, Impossibility of Distributed Consensus with One Faulty Process, JACM, 1985.
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5 |
1/28/2021 |
FLP Impossibility (contd.), CAP, PACELC
[Video]
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Lynch et al, Brewer's Conjecture and the Feasibility of Consistent, Available, Partition-Tolerant Web Services, ACM SIGACT News, 2002.
Abadi, Consistency Tradeoffs in Modern Distributed Database System Design: CAP is Only Part of the Story, IEEE Computer, 2012.
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Review of Distributed Algorithms |
6 |
2/2/2021 |
Two-Phase Commit (2PC), Introduction to TLA+ & PlusCal
[Video]
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Lamport, Consensus on Transaction Commit, ACM
Transactions on Databases.
Hillel Wayne's TLA+ & PlusCal Tutorials.
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7 |
2/4/2021 |
2PC in TLA+ & PlusCal
[Video]
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Lamport, Consensus on Transaction Commit, ACM
Transactions on Databases.
Marc Brooker's Exploring TLA+ with two-phase commit.
Murat Demirbas's TLA+/Pluscal modeling of 2-phase commit transactions.
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8 |
2/9/2021 |
Paxos
[Video]
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Lamport, Paxos Made Simple, ACM SIGACT News, 2001.
Chandra et al, Paxos Made Live: An Engineering Perspective, PODC'07.
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9 |
2/11/2021 |
SC Replication, CRDTs, CALM
[Video]
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Shapiro et al, Conflict-free Replicated Data Types, HAL TR.
Hellerstein et al, Keeping CALM: When Distributed Consistency is Easy, CACM Sep 2020.
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Verification Techniques |
10 |
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Hoare Logic Rely-Guarantee |
Chapters 1 & 2 of Mike Gordon's Background Reading on Hoare Logic.
Feng, Local Rely-Guarantee Reasoning, POPL'09.
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11 |
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Refinement Proof Technique Proof automation |
Lynch, Simulation Techniques for Proving Properties of Real-Time Systems, 1993.
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Paper Discussions - Distributed Systems Verification |
12 |
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Hawblitzel et al, IronFleet: Proving Practical Distributed Systems Correct, SOSP'15.
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13 |
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Wilcox et al, Verdi: A Framework for Implementing and Formally Verifying Distributed Systems, PLDI'15.
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14 |
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Padon et al, Ivy: Safety Verification by Interactive Generalization, PLDI'16
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15 |
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Gleissenthall et al, Pretend Synchrony: Synchronous Verification of Asynchronous Distributed Programs, POPL'19.
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16 |
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Ma et al, I4: Incremental Inference of Inductive Invariants for Verification of Distributed Protocols, SOSP'19.
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From Distributed Systems to Distributed Applications |
17 |
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Geo-Replication & Replicated Data Types |
DeCandia et al, Dynamo: Amazon’s Highly Available Key-Value Store, SOSP'07.
Shapiro et al, Conflict-free Replicated Data Types, 2011.
Kaki et al, Version Control is For Your Data Too, SNAPL'19.
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Paper Discussions - Distributed Applications Verification |
18 |
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Sivaramakrishnan et al, Declarative Programming over Eventually Consistent Data Stores, PLDI'15.
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19 |
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Bailis et al, Probabilistically Bounded Staleness for Practical Partial Quorums, VLDB'12.
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20 |
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1. Nakamoto, Bitcoin: A Peer-to-Peer Electronic Cash System, 2008
2. Garay et al, The Bitcoin Backbone Protocol: Analysis and Applications, EUROCRYPT'15.
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21 |
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Wood, Ethereum: A Secure Decentralised Generalised Transaction Ledger, 2014 |
Ethereum White Paper |
22 |
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Brent et al, Ethainter: A Smart Contract Security Analyzer for Composite Vulnerabilities, PLDI'20.
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Li et al, A Survey on the Security of Blockchain Systems, arXiv:1802.06993.
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23 |
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1. Bonneau et al, Coda: Decentralized Cryptocurrency at Scale, 2018.
2. Meckler, Snarky: A High-Level Language for Verifiable Computation, 2018.
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24 |
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Gilad et al, Algorand: Scaling Byzantine Agreements for Cryptocurrencies, SOSP'17.
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