Thu 16 Jun 2022 22:40 - 23:00 at Kon-Tiki - Distribution
Replicated data types (RDTs) are data structures that permit concurrent modification of multiple potentially geodistributed replicas without coordination between them. RDTs are designed in such a way that conflicting operations are eventually deterministically reconciled ensuring convergence. Constructing correct RDTs remains a difficult endeavour due to the complexity of reasoning about independently evolving states of the replicas. With the focus on the correctness of RDTs (and rightly so), existing approaches to RDTs are less efficient compared to their sequential counterparts in terms of time- and space-complexity. This is unfortunate since RDTs are often used in an local-first setting where the local operations far outweigh remote communication.
In this paper, we present Peepul, a pragmatic approach to building and verifying efficient RDTs. To make reasoning about correctness easier, we cast RDTs in the mould of distributed version control system, and equip it with a threeway merge function for reconciling conflicting versions. Further, we go beyond just verifying convergence, and provide a methodology to verify arbitrarily complex specifications.We develop a replication-aware simulation relation based technique to relate RDT specifications to their efficient purely functional implementations. We have developed Peepul as an F* library that discharges proof obligations to an SMT solver. The verified efficient RDTs are extracted as OCaml code and used in Irmin, a Git-like distributed database.
Thu 16 JunDisplayed time zone: Pacific Time (US & Canada) change
10:40 - 12:00 | |||
10:40 20mTalk | Certified Mergeable Replicated Data Types PLDI Vimala Soundarapandian IIT Madras, Adharsh Kamath NITK Surathkal, Kartik Nagar IIT Madras, KC Sivaramakrishnan IIT Madras and Tarides DOI Pre-print | ||
11:00 20mTalk | Hamband: RDMA Replicated Data Types PLDI Farzin Houshmand University of California, Riverside, Javad Saberlatibari University of California Riverside, Mohsen Lesani University of California at Riverside DOI | ||
11:20 20mTalk | RunTime-Assisted Convergence in Replicated Data Types PLDI Gowtham Kaki University of Colorado Boulder, Prasanth Prahladan University of Colorado Boulder, Nicholas V. Lewchenko University of Colorado Boulder DOI | ||
11:40 20mTalk | Adore: Atomic Distributed Objects with Certified Reconfiguration PLDI Wolf Honore Yale University, Ji-Yong Shin Northeastern University, Jieung Kim Yale University, USA, Zhong Shao Yale University DOI Pre-print |
22:40 - 00:00 | |||
22:40 20mTalk | Certified Mergeable Replicated Data Types PLDI Vimala Soundarapandian IIT Madras, Adharsh Kamath NITK Surathkal, Kartik Nagar IIT Madras, KC Sivaramakrishnan IIT Madras and Tarides DOI Pre-print | ||
23:00 20mTalk | Hamband: RDMA Replicated Data Types PLDI Farzin Houshmand University of California, Riverside, Javad Saberlatibari University of California Riverside, Mohsen Lesani University of California at Riverside DOI | ||
23:20 20mTalk | RunTime-Assisted Convergence in Replicated Data Types PLDI Gowtham Kaki University of Colorado Boulder, Prasanth Prahladan University of Colorado Boulder, Nicholas V. Lewchenko University of Colorado Boulder DOI | ||
23:40 20mTalk | Adore: Atomic Distributed Objects with Certified Reconfiguration PLDI Wolf Honore Yale University, Ji-Yong Shin Northeastern University, Jieung Kim Yale University, USA, Zhong Shao Yale University DOI Pre-print |