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20112022
most citedDeepCache: Principled Cache for Mobile Deep Vision

185 citations · 445 across the 25 of their papers we have counts for

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Showing 2019Show all

5 papers · 1 filter

cs.CR2019★ 1 cited

Grand Challenges in Resilience: Autonomous System Resilience through Design and Runtime Measures

Saurabh Bagchi, Vaneet Aggarwal, Somali Chaterji +13

A set of about 80 researchers, practitioners, and federal agency program managers participated in the NSF-sponsored Grand Challenges in Resilience Workshop held on Purdue campus on…

cs.DB2019★ 38 cited

Approximate Query Service on Autonomous IoT Cameras

Mengwei Xu, Xiwen Zhang, Yunxin Liu +3

Elf is a runtime for an energy-constrained camera to continuously summarize video scenes as approximate object counts. Elf's novelty centers on planning the camera's count actions…

cs.DB2019★ 2 cited

Video Analytics with Zero-streaming Cameras

Mengwei Xu, Tiantu Xu, Yunxin Liu +1

Low-cost cameras enable powerful analytics. An unexploited opportunity is that most captured videos remain "cold" without being queried. For efficiency, we advocate for these camer…

cs.CR2019★ 3 cited

Let the Cloud Watch Over Your IoT File Systems

Liwei Guo, Yiying Zhang, Felix Xiaozhu Lin

Smart devices produce security-sensitive data and keep them in on-device storage for persistence. The current storage stack on smart devices, however, offers weak security guarante…

cs.DB2019★ 22 cited

StreamBox-HBM: Stream Analytics on High Bandwidth Hybrid Memory

Hongyu Miao, Myeongjae Jeon, Gennady Pekhimenko +2

Stream analytics have an insatiable demand for memory and performance. Emerging hybrid memories combine commodity DDR4 DRAM with 3D-stacked High Bandwidth Memory (HBM) DRAM to meet…