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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! ----- For all the talks in RethinkTrust.org 2018: https://chief.sc/rethinktrust2018-videos Background and summary of the conference by the founder, Dr. Alexy Khrabrov: https://chiefscientist.org Next Enterprise Blockchain Engineering track By the Bay: http://scale.bythebay.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! ----- For all the talks in RethinkTrust.org 2018: https://chief.sc/rethinktrust2018-videos Background and summary of the conference by the founder, Dr. Alexy Khrabrov: https://chiefscientist.org Next Enterprise Blockchain Engineering track By the Bay: http://scale.bythebay.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! ----- For all the talks in RethinkTrust.org 2018: https://chief.sc/rethinktrust2018-videos Background and summary of the conference by the founder, Dr. Alexy Khrabrov: https://chiefscientist.org Next Enterprise Blockchain Engineering track By the Bay: http://scale.bythebay.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! ----- For all the talks in RethinkTrust.org 2018: https://chief.sc/rethinktrust2018-videos Background and summary of the conference by the founder, Dr. Alexy Khrabrov: https://chiefscientist.org Next Enterprise Blockchain Engineering track By the Bay: http://scale.bythebay.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! ----- For all the talks in RethinkTrust.org 2018: https://chief.sc/rethinktrust2018-videos Background and summary of the conference by the founder, Dr. Alexy Khrabrov: https://chiefscientist.org Next Enterprise Blockchain Engineering track By the Bay: http://scale.bythebay.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! ----- For all the talks in RethinkTrust.org 2018: https://chief.sc/rethinktrust2018-videos Background and summary of the conference by the founder, Dr. Alexy Khrabrov: https://chiefscientist.org Next Enterprise Blockchain Engineering track By the Bay: http://scale.bythebay.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! ----- For all the talks in RethinkTrust.org 2018: https://chief.sc/rethinktrust2018-videos Background and summary of the conference by the founder, Dr. Alexy Khrabrov: https://chiefscientist.org Next Enterprise Blockchain Engineering track By the Bay: http://scale.bythebay.io ----- Dr. Alexy Khrabrov, the Chief Scientist and Founder, By the Bay and Rethink Trust communities, outlines the vision and ideas behind the conference. ## Netherlands: * Decentralized * Cooperative * Fintech innovation with insurance, bourse, etc * Information became money — working data ## Two key points 1. Take Back the Blockchain for Business Innovation 2. Make the Blockchain the best Working Data again ## By the Bay Hallmarks Engineering Distributed Systems Enterprise Verticals from Infra to AI 6
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! ----- For all the talks in RethinkTrust.org 2018: https://chief.sc/rethinktrust2018-videos Background and summary of the conference by the founder, Dr. Alexy Khrabrov: https://chiefscientist.org Next Enterprise Blockchain Engineering track By the Bay: http://scale.bythebay.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! ----- For all the talks in RethinkTrust.org 2018: https://chief.sc/rethinktrust2018-videos Background and summary of the conference by the founder, Dr. Alexy Khrabrov: https://chiefscientist.org Next Enterprise Blockchain Engineering track By the Bay: http://scale.bythebay.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! ----- For all the talks in RethinkTrust.org 2018: https://chief.sc/rethinktrust2018-videos Background and summary of the conference by the founder, Dr. Alexy Khrabrov: https://chiefscientist.org Next Enterprise Blockchain Engineering track By the Bay: http://scale.bythebay.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! ----- For all the talks in RethinkTrust.org 2018: https://chief.sc/rethinktrust2018-videos Background and summary of the conference by the founder, Dr. Alexy Khrabrov: https://chiefscientist.org Next Enterprise Blockchain Engineering track By the Bay: http://scale.bythebay.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! ----- For all the talks in RethinkTrust.org 2018: https://chief.sc/rethinktrust2018-videos Background and summary of the conference by the founder, Dr. Alexy Khrabrov: https://chiefscientist.org Next Enterprise Blockchain Engineering track By the Bay: http://scale.bythebay.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! ----- For all the talks in RethinkTrust.org 2018: https://chief.sc/rethinktrust2018-videos Background and summary of the conference by the founder, Dr. Alexy Khrabrov: https://chiefscientist.org Next Enterprise Blockchain Engineering track By the Bay: http://scale.bythebay.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! ----- For all the talks in RethinkTrust.org 2018: https://chief.sc/rethinktrust2018-videos Background and summary of the conference by the founder, Dr. Alexy Khrabrov: https://chiefscientist.org Next Enterprise Blockchain Engineering track By the Bay: http://scale.bythebay.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! ----- By day a mild-mannered software engineer, by night the leader of the Langsec Conspiracy (http://langsec.org), Meredith L. Patterson lives in Brussels, Belgium. She wrote and maintains the Hammer parser generator library (https://github.com/UpstandingHackers/hammer). When not travelling to far too many infosec conferences, she enjoys bicycling, cooking, and target shooting.
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! ----- Grzegorz has been involved in the Scala development over the years. First as a student at EPFL, later as an employee of Typesafe where he worked on the Scala compiler and tools surrounding it. The compilation speed has been his focus over the years: early on, he spent a summer working with Martin Odersky optimizing scalac, later he worked on redesigning zinc (the incremental compiler for Scala) that led to 10-50x compilation speed improvements on large code bases. After Typesafe, he took over 1 year-long stint as a hobo. Now he lives in San Francisco and works for Stripe.
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! ----- Rolando is a Principal Software Engineer at LendUp where he is rebuilding data ingestion pipelines and advocates for wide spread use of Scala and functional programing. Before LendUp Rolando was building large scale system at Verizon and Yahoo.
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! ----- Tim Kral leads the machine learning team at Medium where he works on automated article quality assessment systems and building out Medium's big data and machine learning infrastructure in Scala and Spark. Previously, he was working with Scala as the principle architect at YesPath, a marketing tech startup which used big data to do marketing analysis and make real-time marketing decisions. Before that, he was a principle engineer working on automated data centers at Salesforce. In his spare time, Tim is developing a micro-services framework which allows for easy statup and fast iterations of Scala and Java backend applications, brewing beer, reading to his daughter, and playing with his cat.
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! ----- Oswald is a former PhD Candidate (ABD) in Mathematics, an education junkie (6 degrees), and an author of 19 technical books. He has worked for Oracle, AAA, and Just Systems of Japan, along with various startups. He has lived/worked in 5 countries on three continents, and in a previous career he worked in South America, Italy, and the French Riviera, and has traveled to over 70 countries on six continents. He has worked from C/C++/Java developer to CTO, comfortable in 4 languages, and dreams of becoming fluent in Japanese. Currently he is working in an AI start-up and also provides training in Deep Learning and Android.
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! -----
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! ----- Oscar is a mathematical hacker at Stripe. Previously he was at Twitter, creating Scalding, Summingbird, and many other things.
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! ----- Charles is a software engineer at Iterable, focusing on scaling their backend architecture with Elasticsearch, RabbitMQ, and Postgres. Previously he worked at Mesosphere on Cosmos, the open-source package management API for DC/OS. He became hooked on functional programming while getting his Bachelor's in CS at CMU, and has been an enthusiastic Scala user for the last six years. 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! -----
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