Excited to share our insights and experience on building autonomous data services on Azure in the Industry Invited Papers Session! Join us on Wednesday (June 21) at 14:00-15:30 PST for 'Towards Building Autonomous Data Services on Azure.' #mlforsystem #azure #autonomousdatabase
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Microsoft Gray Systems Lab retweeted
In #ML, we've tackled a major roadblock - training Random Forests on normalized #GPU databases, previously hindered by limited GPU memory. Our solution outperforms LightGBM, handling 50% more data & boosting performance by 2x. Catch more at #DAMON2023 #SIGMOD2023, June 19!
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Microsoft Gray Systems Lab retweeted
Matteo Interlandi (Gray System Lab, Microsoft) will give a keynote on how databases and machine learning systems can benefit from each other sharing his experience from both industry and research. 2/6
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Microsoft Gray Systems Lab retweeted
Hi everyone, our awesome PC Chairs,
@yytian and @ppietzuch have finalized the program committee and
have now opened the submission website on HotCRP (socc23.hotcrp.com).
The submission deadline in June 9th at 5PM EDT.
We look forward to your submissions!!
@yytian and @ppietzuch have finalized the program committee and
have now opened the submission website on HotCRP (socc23.hotcrp.com).
The submission deadline in June 9th at 5PM EDT.
We look forward to your submissions!!
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GSL will host NorCal DB Day at the Microsoft Silicon Valley Campus in Mountain View, on Thursday May 11, 2023. Here is the tentative schedule: microsoft.com/en-us/research…. We would like to invite you to this event. This is the registration form: forms.office.com/r/M3mvW1cB33.
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Microsoft Gray Systems Lab retweeted
SoCC 2023 Call For Paper is out. We welcome research, industry, vision, and work-in-progress paper submissions. Paper deadline is Jun 9, 2023. acmsocc.org/2023/papers.ht…
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Microsoft Gray Systems Lab retweeted
The deadline for VLDB 2023 industry paper is approaching soon! We welcome papers on all aspects of innovative commercial or industrial-strength data management systems and solutions, as well as novel real-world applications of data systems and experiences. vldb.org/2023/?call-for…
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We have multiple internship positions within our research group! If you are interested in working with us this summer, consider applying for any of the following job postings:
careers.microsoft.com/us/en/search-r…
careers.microsoft.com/us/en/search-r…
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Microsoft Gray Systems Lab retweeted
Reminiscences on Influential Papers column features @yytian & Fatma Özcan at the latest issue of SIGMOD Record. They have been extremely influential mentors in my career, so it is wonderful to read their reminiscences.
sigmodrecord.org/2022/10/01/rem…
sigmodrecord.org/2022/10/01/rem…
The latest issue of SIGMOD Record is just out! We have a nice medley of articles covering a wide variety of topics and interests. Check them out at sigmodrecord.org/sigmod-record-….
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Microsoft Gray Systems Lab retweeted
Congratulations to the authors of the demonstration paper "Share the Tensor Tea: How Databases can Leverage the Machine Learning Ecosystem" for winning the "Best Demonstration Award"!
vldb.org/2022/?conferen…
#VLDB2022 #BestDemo #Awards
vldb.org/2022/?conferen…
#VLDB2022 #BestDemo #Awards
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Panelists: @yytian will share her thoughts at #WomenInDatabases roundtable, @carlo_curino at #SystemsForML roundtable, and @AlekhJindal at the #Poly panel.
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Invited talks: @carlo_curino and @AlekhJindal will present applied aspects of AI/ML at @aidbworkshop and @ladsios respectively.
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Demo: Rathijit will present a demonstration of #AutoExecutor that introduces predictive parallelism for Spark SQL queries.
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Tutorial: @AlekhJindal /@MatteInter will present a tutorial on machine learning for cloud data systems, discussing both the progress and the path forward.
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Industry: @virtuabhi will present #SparkCruise workload optimization infrastructure for Spark clusters and Hiren/@AlekhJindal will look back 18 years of #Cosmos while also peeking into its future.
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Research: Olga will present #Seagull load prediction infrastructure, Yiwen will present #Phoebe learned checkpointing optimizer, @dimkoutsouk will present #tensors as general data processing abstraction and @anjagruenheid will present her workload compression work with Google.
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Looking forward to an exciting @vldb2021 where GSL researchers and collaborators will present 4 research papers, 2 industry papers, 1 tutorial, 1 demo, 2 invited talks, and participate in 3 panel discussions.
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@yytian joins us from IBM Research. She has worked on graph analytics, SQL for Big Data, and large-scale machine learning, and is the recipient of the SIGMOD 2019 Research Highlight Award and EDBT 2018 Best Paper Award.
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@jcamachor joins us from Cloudera. He is a PMC member of Apache Calcite, Apache Hive, Apache ORC, as well as a member of the Apache Software Foundation, and has extensive experience in query processing and optimization.
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@anjagruenheid joins us from Google. She received her PhD from ETH Zurich, and has worked on data integration in the past and on performance evaluation more recently. She received the Best Industry Paper Award at VLDB'20.
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