Mohit Reddy

@MohitReddy13

SWE Google Brain Frameworks and Infra team. Past: GCE Control Plane framework. Former SWE Intern at Google KG Infra. Distributed Systems, Networks, Databases.

Vrijeme pridruživanja: svibanj 2017.

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  1. proslijedio/la je Tweet
    2. velj

    The full set of my 2019 graduate-level computer architecture course lectures at ETH Zurich is online, along with all lecture videos, slides, and course materials: Course schedule: Youtube playlist: First…

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  2. proslijedio/la je Tweet
    2. velj

    The 1986 classic 'Parallel Distributed Processing' uses the term 'threshold function' instead of 'rectified linear unit'. I prefer the 1986 version :)

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  3. proslijedio/la je Tweet
    28. sij

    I did this for my hero... I did it for Rohit

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  4. proslijedio/la je Tweet
    27. sij

    Umbra: A Disk-Based System with In-Memory Performance

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  5. proslijedio/la je Tweet
    25. sij

    Updated my blog post on the performance of depth-wise separable convolution, with additional analysis from profiling the GPU kernels and comparisons between GPU, CPU and TPU.

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  6. proslijedio/la je Tweet
    24. stu 2019.

    I wrote an 8k word doc on machine learning systems design. This covers: 1. Project setup 2. Data pipeline 3. Training & debugging 4. Serving with case studies, resources, and 27 exercises. This is the 1st draft so feedback is much needed. Thank you!

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  7. proslijedio/la je Tweet
    23. sij

    This paper that improves clock synchronization accuracy to tens of nanoseconds is amazing work. What changes with that level of accuracy? Like the paper says, Spanner commit times get a lot shorter. But is it now safe to take action without coordination?

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    20. sij

    Our paper "Overly Optimistic Prediction Results on Imbalanced Data: Flaws and Benefits of Applying Over-sampling" has been published on arXiv: What did we do? A thread... (1/6)

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  9. proslijedio/la je Tweet
    5. sij

    I think systems sorely needs an open-access, free-for-authors, free-for-readers high-quality journal. Here's my proposal for one based on the PVLDB model and 's comment that law journals like Harvard Law Review are run by students.

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  10. proslijedio/la je Tweet
    11. pro 2019.

    What papers from are most worth reading? - One paper per tweet - Please include a link - Use “like” as upvote so Twitter will sort replies by best - Bonus: disagree/agree in reply to each paper

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    Day 8: Let's continue with papers about acronyms you all know and love. I'll skip the two obvious contenders for now, and start with ARIES, a paper about transactional processing, recovery, and write-ahead logging that is still very relevant today:

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  12. proslijedio/la je Tweet
    7. pro 2019.

    If you've ever struggled to understand how Linearizability relates to Sequential Consistency, or Serialisability, and how consistency models generally fit together, read this paper. A must-read for any distributed systems engineer:

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    Arxiv link to this paper (Consistency in Non-Transactional Distributed Systems):

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    Day 7: There are quite a few consistency models, each one having its own important implications. A great overview of consistency models by Paolo Viotti and Marko Vukolić: Consistency in Non-Transactional Distributed Storage Systems:

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    Day 6: One more overview today! Database Management System architectures by Joseph Hellerstein, Stonebraker Michael , and James Hamilton (three names you probably know very well) Architecture of a Database System

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    Day 5: An overview of Gossip Algorithms, similar in both breadth and depth to the previous two previous papers. Shah, Devavrat. 2009. “Gossip Algorithms.” Foundations and Trends in Networking 3, no. 1 (January): 1-125.

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    Day 4: Today's about B-Trees! I've recommended this paper quite a few times, too. Really nice, lengthy write-up on B-Trees. Goetz Graefe's “Modern B-Tree Techniques.” from Foundations and Trends in Databases

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  18. proslijedio/la je Tweet

    Bjørling, Matias, Javier González, and Philippe Bonnet. 2017. “LightNVM: the Linux open-channel SSD subsystem.”

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  19. proslijedio/la je Tweet

    Day 2: Open-Channel SSDs and LightNVM. Wang, Peng, Guangyu Sun, Song Jiang, Jian Ouyang, Shiding Lin, Chen Zhang, and Jason Cong. 2014. “An Efficient Design and Implementation of LSM-tree based Key-Value Store on Open-Channel SSD.”

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  20. proslijedio/la je Tweet

    Welcome to the Database Internals Advent Calendar! Over the course of this month, you'll see an excerpt from a book section, paired with a paper you can find and read to learn about more about how databases work.

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