Joined May 2009
- Tweets 81
- Following 284
- Followers 81
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3 Photos and videos
8 Jun 2024
✈️ I'm going to Santiago, Chile to attend @SIGMODConf and present our work at @DaMoN_workshop.
⚡Fast and efficient data access is the cornerstone of actionable analytical insights. But novel use-cases and vector embedding analytics challenge the current approaches.
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8 Jun 2024
Paper will be available here: dl.acm.org/doi/10.1145/36620… Looking forward to presenting on Monday!
📩If you're working in this domain, I'd be even happier to get in touch and exchange ideas and potentially collaborate - workloads and benchmarks should propel more research!
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8 Jun 2024
This is part of my vision toward analytical engines that support both structured and unstructured data through extending the relational model and existing execution infrastructure and systems: ieeexplore.ieee.org/abstract… (ICDE'23) and ieeexplore.ieee.org/abstract… (TKDE invited issue)[5/5]
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5 Apr 2024
💡Compared with a vector index, with relational filters and different access patterns, highly optimized exhaustive processing can be beneficial! We start from a column store, composable with traditional relational operators, towards our vision of model-relational analytics.
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5 Apr 2024
I look forward to presenting this work at @ComputerSociety @icdeconf in Utrecht, Netherlands!
#vectorDB #relationalDB #analytics
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Viktor Sanca retweeted
8 Feb 2024
Our book on "Data Structures for Data-Intensive Applications" co-authored with Stratos Idreos (@HarvardDASlab) and @DennisShasha can be downloaded for free from the publisher for the next few days (until Feb 12): nowpublishers.com/article/De…
#FNT #DataStructures #Textbook #Databases
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4 Jan 2024
Vector embeddings enable data analytics beyond similarity search.
Relational operators gain new semantics with embeddings (ieeexplore.ieee.org/abstract…) - and many new challenges to solve.
In our preprint we dive deeper into embedding-based similarity joins: arxiv.org/abs/2312.01476
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Viktor Sanca retweeted
13 Nov 2023
#PhD admissions at #BU #CS are now open! More information for the CS PhD program can be found at: bu.edu/cs/phd-program/phd/
Application deadline: December 15, 2023
Apply at: bu.edu/cas/admissions/phd-mf…
#FAQ: bu.edu/cs/phd-program/phd/fa…
Please RT!
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28 Sep 2023
It was a joy to give a talk to the graduate class and Prof. Angela Bonifati's DB group at Lyon 1 University.
I presented my research under the umbrella of System, workload, and context-conscious analytics.
Thank you @ang3ela for the photo and the fun discussion with your group!
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Viktor Sanca retweeted
26 Sep 2023
I am looking for a #postdoc to work with me on #AI-driven #Databases as part of my #DECRA at #unimelb.
If you have a PhD and do research in #databases, #AI (#ML, #RL, recommender systems, user intent prediction) OR #HCI, please apply!
More details here: go.unimelb.edu.au/wv7s
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Viktor Sanca retweeted
11 Sep 2023
The new book "Data Structures for Data-Intensive Applications" (by @manathan1984, Stratos, and Dennis) certainly made it to my reading list: nowpublishers.com/article/De…
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3 Aug 2023
1/ I'm very excited about having 4 workshop papers accepted at @VLDBconf #VLDB2023, outlining data management research directions and challenges I am passionate about.
Research done at @dias_EPFL @ICepfl targets different parts of the data management pipeline.
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3 Aug 2023
5/ Finally, we propose "Improving K-means Clustering Using Speculation" by sampling the data for fast cluster exploration, in parallel running over the full data for true clusters, merging the two phases for faster convergence at #AIDB with S. Igescu, @elenizapridou, @ailamaki.
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3 Aug 2023
6/ From modern hardware and its interactions - to ML and rethinking established algorithms, I look forward to several presentations at @VLDBconf #VLDB2023!
If anyone is interested, I am happy to chat or catch up at the conference or in the #Vancouver area.
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