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Catching up with Disorder: Dynamic Graphs with Out-of-Order Updates

  • BEA Systems
  • INRIA
  • Institut Polytechnique de Paris

Research output: Chapter in Book/Report/Conference proceedingConference contributionpeer-review

Abstract

Several real-time applications rely on dynamic graphs to model and store data arriving from multiple streams, potentially distributed. Providing both high ingestion rate and efficient analytics with transactional guarantees over such dynamic graphs is challenging, even more so when updates may be received out-of-order at the database. We propose to demonstrate HAL [2], a novel in-memory dynamic graph database system, which addresses these challenges. HAL outperforms comparable systems by a factor of up to 73× in terms of update processing throughput and up to 357× for analytics, while being the first to support out-of-order updates. Demo video: https://www.youtube.com/watch?v=S-Qi6Oj68oU.

Original languageEnglish
Title of host publicationSIGMOD-Companion 2025 - Companion of the 2025 International Conference on Management of Data
EditorsAmol Deshpande, Ashraf Aboulnaga, Babak Salimi, Badrish Chandramouli, Bill Howe, Boon Thau Loo, Boris Glavic, Carlo Curino, Daisy Zhe Wang, Dan Suciu, Daniel Abadi, Divesh Srivastava, Eugene Wu, Faisal Nawab, Ihab Ilyas, Jeffrey Naughton, Jennie Rogers, Jignesh Patel, Joy Arulraj, Jun Yang, Karima Echihabi, Kenneth Ross, Khuzaima Daudjee, Laks Lakshmanan, Minos Garofalakis, Mirek Riedewald, Mohamed Mokbel, Mourad Ouzzani, Oliver Kennedy, Oliver Kennedy, Paolo Papotti, Peter Alvaro, Peter Bailis, Renee Miller, Senjuti Basu Roy, Sergey Melnik, Stratos Idreos, Sudeepa Roy, Theodoros Rekatsinas, Viktor Leis, Wenchao Zhou, Wolfgang Gatterbauer, Zack Ives
PublisherAssociation for Computing Machinery
Pages15-18
Number of pages4
ISBN (Electronic)9798400715648
DOIs
Publication statusPublished - 22 Jun 2025
Event2025 ACM SIGMOD/PODS International Conference on Management of Data, SIGMOD-Companion 2025 - Berlin, Germany
Duration: 22 Jun 202527 Jun 2025

Publication series

NameProceedings of the ACM SIGMOD International Conference on Management of Data
ISSN (Print)0730-8078

Conference

Conference2025 ACM SIGMOD/PODS International Conference on Management of Data, SIGMOD-Companion 2025
Country/TerritoryGermany
CityBerlin
Period22/06/2527/06/25

Keywords

  • dynamic graphs
  • graph databases
  • multistream dynamic graph analytics
  • out-of-order updates

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