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20062025
most citedSpeeding Up Distributed Machine Learning Using Codes

885 citations · 3.8k across the 104 of their papers we have counts for

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5 papers · 1 filter

cs.NI2013★ 1 cited

When Do Redundant Requests Reduce Latency ?

Nihar B. Shah, Kangwook Lee, Kannan Ramchandran

Several systems possess the flexibility to serve requests in more than one way. For instance, a distributed storage system storing multiple replicas of the data can serve a request…

cs.NI2013★ 193 cited

A Solution to the Network Challenges of Data Recovery in Erasure-coded Distributed Storage Systems: A Study on the Facebook Warehouse Cluster

K. V. Rashmi, Nihar B. Shah, Dikang Gu +3

Erasure codes, such as Reed-Solomon (RS) codes, are being increasingly employed in data centers to combat the cost of reliably storing large amounts of data. Although these codes p…

cs.NI2012

Collaborative High Accuracy Localization in Mobile Multipath Environments

Venkatesan. N. Ekambaram, Kannan Ramchandran, Raja Sengupta

We study the problem of high accuracy localization of mobile nodes in a multipath-rich environment where sub-meter accuracies are required. We employ a peer-to-peer framework where…

cs.NI2010★ 9 cited

An Adaptive Multi-channel P2P Video-on-Demand System using Plug-and-Play Helpers

Hao Zhang, Minghua Chen, Abhay Parekh +1

We present a multi-channel P2P Video-on-Demand (VoD) system using "plug-and-play" helpers. Helpers are heterogenous "micro-servers" with limited storage, bandwidth and number of us…

cs.NI2008★ 31 cited

Network Coding for Distributed Storage Systems

Alexandros G. Dimakis, P. Brighten Godfrey, Yunnan Wu +2

Distributed storage systems provide reliable access to data through redundancy spread over individually unreliable nodes. Application scenarios include data centers, peer-to-peer s…