The possible future of SaaS product for machine learning
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Posts by Year
2023
2020
Build a LLVM-based maching learning compiler with ONNX
Last post discussed the issue with interoperability between machine learning frameworks and why an open standard, like ONNX, makes sense with it. In this pos...
Machine Learning and Neuron Nerworks models - Why ONNX?
ONNX, short for Open Neural Netwrok Exchange, is an open standard for machine learning (ML) models. The question must be asked before we move forward, why ye...
2019
SIGMOD 2019 Programming Contest - Parallel Radix Sort
This post intends to make a note of how Zhaoxing and I competed in the programming contest of ACM SIGMOD conference 2019, which is one of the top and premium...
2018
Benchmark Cassandra & CockroachDB with YCSB and HAProxy
The group I was in at Microsoft Research, Asia, was on database, distributed database in particular. GraphView, which is a middleware within Microsoft’s Cosm...
Build Wordpress, Telegram, K9 Mails and ownCloud on Android 8.1.0
I am doing some research on the workloads of SQLite, the de facto database for Android, on mobile devices. And at the beginning, I wanted to write a wrapper ...
Build AOSP 8.1.0 on Nexus 6p - An Incomplete Guide
Although Google has posted a perfect tutorial on Building AOSP from the source, I decide to lay down my steps on building android on my Nexus 6p. These are a...
2017
Setup YCSB & MapKeeper to benchmark LevelDB
LevelDB gets its own benchmark binary called “db_bench” under the directory “out-shared” after make. But there are other tools could benchmark LevelDB like M...
SSTable and Lookup in LevelDB
The very basic idea behind LevelDB and BigTable of Google is Log-Structure Merge tree and Sorted String Table (SSTable). Generally LSM tree use a log to trac...