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titleconferencedate
Tales from the Frontlines: Startup War StoriesSPLASH 2020 REBASE2020-11-16
A dozen startup war stories across 15–20 years show concrete wins and failures: building a 32‑register RISC JIT and hardware-enabled JVM that produces the…
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Debugging data racesHydra 20202020-07-06
Covers concrete root causes (load/store reordering, missing memory barriers, double-check and double-read races) and fixes (volatile/atomics, ordering on both…
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H2O internalsScale By The Bay 20182018-11-15
H2O is a pure-Java cluster runtime that stores compressed columnar data in-heap, runs most analytics at memory-bandwidth speeds and uses a MapReduce-style…
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VM Design ChoicesJVM Language Summit 20152015-08-10
HotSpot evolves from a single-threaded Self port into a complex VM where choices matter: an untrusted JNI call costs ~40–50 instructions because of handle…
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Fast Analytics On Big DataGOTO Copenhagen 20142014-09-25
Claims an open-source H2O platform that gets 1000x faster than disk and 100x faster than R by keeping data in in-memory compressed columnar vectors split into…
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Big Data, Small ComputersJVM Language Summit 20122012-07-30
Builds a distributed key-value store that uses UDP for control and TCP for data transfers, caches keys locally, and integrates HDFS pointers to handle…
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