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09/05/2023
Hierarchical Masked 3D Diffusion Model for Video Outpainting
Video outpainting aims to adequately complete missing areas at the edges...
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08/17/2020
An Isolated Data Island Benchmark Suite for Federated Learning
Federated learning (FL) is a new machine learning paradigm, the goal of ...
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07/27/2019
HPC AI500: A Benchmark Suite for HPC AI Systems
In recent years, with the trend of applying deep learning (DL) in high p...
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11/26/2018
Clustering Residential Electricity Load Curves via Community Detection in Network
Performing analytic of household load curves (LCs) has significant value...
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10/18/2018
Data Motif-based Proxy Benchmarks for Big Data and AI Workloads
For the architecture community, reasonable simulation time is a strong r...
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08/26/2018
Data Motifs: A Lens Towards Fully Understanding Big Data and AI Workloads
The complexity and diversity of big data and AI workloads make understan...
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02/23/2018
BigDataBench: A Scalable and Unified Big Data and AI Benchmark Suite
Several fundamental changes in technology indicate domain-specific hardw...
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02/23/2018
BigDataBench: A Dwarf-based Big Data and AI Benchmark Suite
As architecture, system, data management, and machine learning communiti...
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02/10/2018
A veracity preserving model for synthesizing scalable electricity load profiles
Electricity users are the major players of the electric systems, and ele...
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02/01/2018
Data Dwarfs: A Lens Towards Fully Understanding Big Data and AI Workloads
The complexity and diversity of big data and AI workloads make understan...
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02/01/2018
Big Data Dwarfs: Towards Fully Understanding Big Data Analytics Workloads
Though the big data benchmark suites like BigDataBench and CloudSuite ha...
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01/28/2018
BOPS, Not FLOPS! A New Metric and Roofline Performance Model For Datacenter Computing
The past decades witness FLOPS (Floating-point Operations per Second) as...
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01/28/2018
BOPS, Not FLOPS! A New Metric, Measuring Tool, and Roofline Performance Model For Datacenter Computing
The past decades witness FLOPS (Floating-point Operations per Second), a...
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11/21/2017
HybridTune: Spatio-temporal Data and Model Driven Performance Diagnosis for Big Data Systems
With tremendous growing interests in Big Data systems, analyzing and fac...
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11/09/2017
A Dwarf-based Scalable Big Data Benchmarking Methodology
Different from the traditional benchmarking methodology that creates a n...
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02/20/2017