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A database system that can synchronize all or a part of its contents over a limited bandwidth link is described. The lowest layer of the system, the bedrock layer, implements a transactional block store. On top of this is a B+-tree that can efficiently compute a digest (hash) of the records within any range of key values in O(log n) time. The top level is a communication protocol that directs the synchronization process such that minimization of bits communicated, rounds of communication, and local computation are simultaneously addressed.
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With the growing availability of data within various scientific domains, generative models hold enormous potential to accelerate scientific discovery. They harness powerful representations learned from datasets to speed up the formulation of novel hypotheses with the potential to impact material discovery broadly. We present the Generative Toolkit for Scientific Discovery (GT4SD). This extensible open-source library enables scientists, developers, and researchers to train and use state-of-the-art generative models to accelerate scientific discovery focused on organic material design.
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ai.bythebay.io Nov 2025, Oakland, full-stack AI conference Scale By the Bay 2019 is held on November 13-15 in sunny Oakland, California, on the shores of Lake Merritt: https://scale.bythebay.io. Join us! ----- Stepan Pushkarev Hydrosphere.io CTO San Francisco Twitter Tweet Websitetwitter.com/hydrospheredata Stepan is in interested in scaling machine learning and data science operations in production: - deployment and serving of ML pipelines; - creating internal Spark Compute as a Service platforms to provide serverless distributed compute abstraction for data scientists and engineers; - monitoring anomalies and quality issues in data sources, data transformations and prediction pipelines
ai.bythebay.io Nov 2025, Oakland, full-stack AI conference Scale By the Bay 2019 is held on November 13-15 in sunny Oakland, California, on the shores of Lake Merritt: https://scale.bythebay.io. Join us! ----- Thayne McCombs Lucid Software, Inc. Senior Engineer Twitter Tweet LinkedIn Connect Websitetwitter.com/bytecurry I am currently a Dev-Ops engineer at Lucid Software, Inc, put previously worked as a predominantly front-end engineer for Lucidpress, where I led the implementation of importing Indesign documents into Lucidpress. I majored in Astrophysics at Brigham
ai.bythebay.io Nov 2025, Oakland, full-stack AI conference Scale By the Bay 2019 is held on November 13-15 in sunny Oakland, California, on the shores of Lake Merritt: https://scale.bythebay.io. Join us! ----- Rob Norris Gemini Observatory Irritant Portland, OR Websitetwitter.com/tpolecat Software Engineer
ai.bythebay.io Nov 2025, Oakland, full-stack AI conference Scale By the Bay 2019 is held on November 13-15 in sunny Oakland, California, on the shores of Lake Merritt: https://scale.bythebay.io. Join us! ----- Anya Bida Salesforce Senior Member of Technical Staff Bay Area Twitter Tweet Websitehttps://linkedin.com/in/anyabida/ Anya loves her position as Senior Member of Technical Staff (SRE) at Salesforce. She's also a co-organizer of the SF Big Analytics meetup group, and is always looking for ways to make platforms more scalable / cost efficient / secure. Before Salesforce, Anya enjoyed contributing at Alpine Data where she focused on Spark Operations. The opinions expressed in this presentation do not reflect those of Anya's employers, past or present.
ai.bythebay.io Nov 2025, Oakland, full-stack AI conference Scale By the Bay 2019 is held on November 13-15 in sunny Oakland, California, on the shores of Lake Merritt: https://scale.bythebay.io. Join us! ----- Thomas Kim Iterable Principal Engineer San Francisco, CA Websiteiterable.com Tom is a senior engineer at Iterable where he focuses on data engineering with Elasticsearch. He's a long-time Scala and FP enthusiast. He was previously at Workday and Salesforce. He's lived in San Francisco since 2001. Being a bandwagon Warriors fan makes his wife laugh.
ai.bythebay.io Nov 2025, Oakland, full-stack AI conference Scale By the Bay 2019 is held on November 13-15 in sunny Oakland, California, on the shores of Lake Merritt: https://scale.bythebay.io. Join us! ----- Fred Reiss IBM Spark Technology Center Chief Architect San Francisco Bay Area Websitetwitter.com/fred_reiss
ai.bythebay.io Nov 2025, Oakland, full-stack AI conference Scale By the Bay 2019 is held on November 13-15 in sunny Oakland, California, on the shores of Lake Merritt: https://scale.bythebay.io. Join us! ----- Adelbert Chang Target Lead Data Engineer Websitetwitter.com/adelbertchang Adelbert is a programmer at Target where he builds tooling and infrastructure for the data science and optimization team. In his free time he explores the intersection of functional programming and systems design and watches random videos on the Internet.
ai.bythebay.io Nov 2025, Oakland, full-stack AI conference Scale By the Bay 2019 is held on November 13-15 in sunny Oakland, California, on the shores of Lake Merritt: https://scale.bythebay.io. Join us! ----- Leif Wickland Rubicon Project Software Bozeman, MT Twitter Tweet Websitetwitter.com/leifwickland In one of his first jobs, Leif wrote software for livestock auction yards. His boss also owned the town newspaper. When the only reporter fell ill, Leif played journalist for a couple days. He published pieces he's glad don't appear online. His second most noteworthy accomplishment at that job was fixing bugs in 3,000-line functions. The resulting trauma contributes to his penchant for static analysis. Leif lives in Bozeman, Montana, where he cycles, skis, and runs on various surfaces in an attempt to keep up with his neighbors.
ai.bythebay.io Nov 2025, Oakland, full-stack AI conference Scale By the Bay 2019 is held on November 13-15 in sunny Oakland, California, on the shores of Lake Merritt: https://scale.bythebay.io. Join us! ----- Till Bergmann Salesforce Sr. Data Scientist
ai.bythebay.io Nov 2025, Oakland, full-stack AI conference Scale By the Bay 2019 is held on November 13-15 in sunny Oakland, California, on the shores of Lake Merritt: https://scale.bythebay.io. Join us! ----- John A. De Goes SlamData Inc. CTO Boulder, CO
ai.bythebay.io Nov 2025, Oakland, full-stack AI conference Scale By the Bay 2019 is held on November 13-15 in sunny Oakland, California, on the shores of Lake Merritt: https://scale.bythebay.io. Join us! ----- David Massart D.E. Solution Owner, Principal Consultant Brussels, Belgium Websitede-solution.com
ai.bythebay.io Nov 2025, Oakland, full-stack AI conference Scale By the Bay 2019 is held on November 13-15 in sunny Oakland, California, on the shores of Lake Merritt: https://scale.bythebay.io. Join us! ----- Marius Eriksen GRAIL Software Engineer Menlo Park Websitetwitter.com/marius Software Engineer, GRAIL
ai.bythebay.io Nov 2025, Oakland, full-stack AI conference Scale By the Bay 2019 is held on November 13-15 in sunny Oakland, California, on the shores of Lake Merritt: https://scale.bythebay.io. Join us! ----- Chris Rupley Salesforce Sr. Data Scientist San Francisco Websitetwitter.com/chrisrupley
ai.bythebay.io Nov 2025, Oakland, full-stack AI conference Scale By the Bay 2019 is held on November 13-15 in sunny Oakland, California, on the shores of Lake Merritt: https://scale.bythebay.io. Join us! ----- Vladimir Kostyukov Twitter, Inc Software Engineer Websitetwitter.com/vkostyukov Hacking Finagle @Twitter.
ai.bythebay.io Nov 2025, Oakland, full-stack AI conference Scale By the Bay 2019 is held on November 13-15 in sunny Oakland, California, on the shores of Lake Merritt: https://scale.bythebay.io. Join us! ----- Vladimir Bacvanski PayPal Principal Architect, Strategic Architecture Silicon Valley, CA Twitter Tweet Websitetwitter.com/OnSoftware Dr. Vladimir Bacvanski's interest is in better and more productive ways to develop highly scalable and reliable software systems. Before joining PayPal, he was the CTO and founder of SciSpike, a company doing custom development and consulting. His recent projects include Big Data and Internet of Things systems for Smart Cities, healthcare, reactive Big Data and Web Scale systems and introducing Scala, Akka, and Spark in a large financial organization. Vladimir is the author of the O'Reilly course "Introduction to Big Data" and coauthor of O'Reilly course on Kafka. Connect on LinkedIn: www.linkedin.com/in/vladimirbacvanski Follow me on Twitter: ht
ai.bythebay.io Nov 2025, Oakland, full-stack AI conference Scale By the Bay 2019 is held on November 13-15 in sunny Oakland, California, on the shores of Lake Merritt: https://scale.bythebay.io. Join us! ----- Long Cao Coatue Management Software Engineer New York, NY Websitetwitter.com/oacgnol Long is a software engineer on the data science team at Coatue Management, where he builds scalable data pipelines in Scala and Spark that consume alternative data to provide insight and market signals. He has been based in New York for the last 5 years by way of Texas and obsesses over coffee and his latest new hobby: fountain pens.
ai.bythebay.io Nov 2025, Oakland, full-stack AI conference Scale By the Bay 2019 is held on November 13-15 in sunny Oakland, California, on the shores of Lake Merritt: https://scale.bythebay.io. Join us! ----- Feynman Liang Gigster Director of Engineering Facebook Message Websitetwitter.com/feynmanliang Feynman is the engineering manager at Gigster and a statistics PhD student at UC Berkeley. His research lies at the intersection between industry and academia, focusing on distributed machine learning and practical systems for deploying machine learning in production. He is a contributor to Apache Spark and a recreational producer of electronic music. During his MPhil degree at Cambridge University, he collaborated with Microsoft Research Cambridge and Cambridge University's Faculty of Music to build BachBot: an AI which composes music in the style of Bach chorales.
ai.bythebay.io Nov 2025, Oakland, full-stack AI conference Scale By the Bay 2019 is held on November 13-15 in sunny Oakland, California, on the shores of Lake Merritt: https://scale.bythebay.io. Join us! ----- Nikola Kasev ING Bank Software Engineer Amsterdam
ai.bythebay.io Nov 2025, Oakland, full-stack AI conference Scale By the Bay 2019 is held on November 13-15 in sunny Oakland, California, on the shores of Lake Merritt: https://scale.bythebay.io. Join us! ----- Andrew Kuhnhausen Domino Data Lab Software Engineer San Francisco Websitetwitter.com/kuhnhausen Andrew Kuhnhausen is a developer at Domino Data LAb in San Francisco. He did his thesis on static analysis of Dalvik byte code for malware detection. When not futzing around with functional programming or distributed computing, you can find him riding his bike and enjoying the fine eateries around the Bay Area.
ai.bythebay.io Nov 2025, Oakland, full-stack AI conference Scale By the Bay 2019 is held on November 13-15 in sunny Oakland, California, on the shores of Lake Merritt: https://scale.bythebay.io. Join us! ----- Ryan Delucchi Verizon Labs Principal Engineer, Infrastructure Specializes in building scalable web services and application back-ends using composeable streaming, computation, algebraic data-types and pure functional programming.
ai.bythebay.io Nov 2025, Oakland, full-stack AI conference Scale By the Bay 2019 is held on November 13-15 in sunny Oakland, California, on the shores of Lake Merritt: https://scale.bythebay.io. Join us! ----- Chris Phelps Tendril Staff Engineer Boulder CO Twitter Tweet Websitetwitter.com/CJPhelps I've been coding in Java since the early days of the language, and in Scala for the last 4 years. My main areas of focus are in microservices and reactive approaches. As our organization is a polyglot development environment, I'd also love to talk to you about adopting and evangelizing Scala within a receptive organization.
ai.bythebay.io Nov 2025, Oakland, full-stack AI conference Scale By the Bay 2019 is held on November 13-15 in sunny Oakland, California, on the shores of Lake Merritt: https://scale.bythebay.io. Join us! ----- Adriaan Moors Lightbend, Inc Scala Team Lead SF Twitter Tweet Websitetwitter.com/adriaanm Scala Team Lead, Lightbend
ai.bythebay.io Nov 2025, Oakland, full-stack AI conference Scale By the Bay 2019 is held on November 13-15 in sunny Oakland, California, on the shores of Lake Merritt: https://scale.bythebay.io. Join us! ----- Manish Pandit Marqeta Director of Engineering [contact redacted] Websitehttps://lobster1234.github.io Manish is Director of Platform Engineering at Marqeta, a FinTech startup, where he is responsible for the Hybrid Cloud Architecture and Delivery of the Payments Platform. Prior to Marqeta, he has worked at Capital One, Netflix, IGN, E*Trade, and Accenture in various engineering leadership roles. He is a frequent speaker at various technology conferences in and around the SF Bay Area. He blogs at https://lobster1234.github.io
ai.bythebay.io Nov 2025, Oakland, full-stack AI conference Scale By the Bay 2019 is held on November 13-15 in sunny Oakland, California, on the shores of Lake Merritt: https://scale.bythebay.io. Join us! ----- Neville Li Spotify Software Engineer Greater New York City Area Twitter Tweet Facebook Message Foursquare Foursquare Websitetwitter.com/sinisa_lyh Neville is a software engineer at Spotify who works mainly on data infrastructure and tools for machine learning and advanced analytics. In the past few years he has been driving the adoption of Scala and new data tools for music recommendation, including Scalding, Spark, Storm and Parquet. Before that he worked on search quality at Yahoo! and old school distributed systems like MPI.
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