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Benchmark Applications

Type Benchmark Languages Description
Webapps 110.dynamic-html Python, Node.js Generate dynamic HTML from a template.
Webapps 120.uploader Python, Node.js Uploader file from provided URL to cloud storage.
Multimedia 210.thumbnailer Python, Node.js Generate a thumbnail of an image.
Multimedia 220.video-processing Python Add a watermark and generate gif of a video file.
Utilities 311.compression Python Create a .zip file for a group of files in storage and return to user to download.
Utilities 504.dna-visualization Python Creates a visualization data for DNA sequence.
Inference 411.image-recognition Python Image recognition with ResNet and pytorch.
Scientific 501.graph-pagerank Python PageRank implementation with igraph.
Scientific 501.graph-mst Python Minimum spanning tree (MST) implementation with igraph.
Scientific 501.graph-bfs Python Breadth-first search (BFS) implementation with igraph.

For details on benchmark selection and their characterization, please refer to our paper.

Note Benchmarks whose number starts with the digit 0, such as 020.server-reply are internal microbenchmarks used by specific experiments. They are not intended to be directly invoked by users.

Workflow Applications

(WiP) Coming soon!