Sinkhorn Label Allocation is a label assignment method for semi-supervised self-training algorithms.
ColBERT: Contextualized Late Interaction over BERT (SIGIR'20)
Its BlazeIt because it's blazing fast
MacroBase: A Search Engine for Fast Data
Simple benchmark for Redis geosets for top-k queries.
Willump Is a Low-Latency Useful Machine learning Platform.
Anonymized code for NCFlow, NSDI 2021 Spring submission
Code for "Heterogenity-Aware Cluster Scheduling Policies for Deep Learning Workloads", which is to appear at OSDI 2020
End-to-end earthquake detection pipeline via efficient time series similarity search
Accelerating Approximate Aggregation Queries with Expensive Predicates
Algorithms for compressing and merging large collections of sketches
Durable transactions assignment for CS245
Student files for CS245 Programming Assignment 1: In-memory data layout
DAWNBench: An End-to-End Deep Learning Benchmark and Competition
Scripts and logs for "Analysis and Expoitation of Dynamic Pricing in the Public Cloud for ML Training", which is to appear at DISPA 2020
A new approach for bringing heterogeneous computing to existing libraries and workloads.
Accelerating network inference over video
Automated Lower Bounds on the I/O Complexity of Computation Graphs
Applying Willump design to deep feature synthesis
High-performance runtime for data analytics applications
Situationally aWAre decodinG
Computation using data flow graphs for scalable machine learning