Dominant Resource Fairness: Fair Allocation of Multiple Resource Types Ali Ghodsi, Matei Zaharia, Benjamin Hindman, Andy Konwinski, Scott Shenker, Ion Stoica University of California, Berkeley {alig,matei,benh,andyk,shen

Source URL: people.eecs.berkeley.edu

• Routing algorithms
• Fair division
• Computing
• Microeconomics
• Fairness measure
• Max-min fairness
• Scheduling
• Cloud computing
• System resource
• Central processing unit
• Resource monotonicity
• Pareto efficiency

NetChain: Scale-Free Sub-RTT Coordination Xin Jin Xiaozhou Li, Haoyu Zhang, Robert Soulé, Jeongkeun Lee, Nate Foster, Changhoon Kim, Ion Stoica

Source URL: www.cs.jhu.edu

• Low latency
• Replication
• Latency
• Computer network
• Distributed computing
• Information and communications technology
• Engineering
• Economy

The Case for Tiny Tasks in Compute Clusters Kay Ousterhout∗ , Aurojit Panda∗ , Joshua Rosen∗ , Shivaram Venkataraman∗ , Reynold Xin∗ , Sylvia Ratnasamy∗ , Scott Shenker∗† , Ion Stoica∗ ∗ UC Berkeley,

Source URL: people.eecs.berkeley.edu

• Concurrent computing
• System software
• Parallel computing
• Computing
• Job scheduling
• Scheduling
• Cloud infrastructure
• Apache Hadoop
• Apache Software Foundation
• Data-intensive computing
• MapReduce
• Task

Imitation Learning of Hierarchical Programs via Variational Inference Roy Fox * 1 Richard Shin * 1 Pieter Abbeel 1 Ken Goldberg 1 2 Dawn Song 1 Ion Stoica 1 The design of controllers that operate in dynamical systems to

Source URL: uclmr.github.io

• Artificial intelligence
• Computational neuroscience
• Machine learning
• Learning
• Artificial neural networks
• Market research
• Convolutional neural network
• Outline of machine learning
• MNIST database
• Supervised learning
• Variational Bayesian methods
• Bayesian network

Dominant Resource Fairness: Fair Allocation of Multiple Resource Types Ali Ghodsi, Matei Zaharia, Benjamin Hindman, Andy Konwinski, Scott Shenker, Ion Stoica University of California, Berkeley {alig,matei,benh,andyk,shen

Source URL: web.eecs.umich.edu

Automating the Debugging of Datacenter Applications with ADDA Cristian Zamfir∗ · Gautam Altekar† · Ion Stoica† · School of Computer and Communication Sciences École Polytechnique Fédérale de Lausanne (EPFL),

Source URL: dslab.epfl.ch

Reliable Broadcast in Unknown Fixed-Identity Networks Lakshminarayanan Subramanian∗ Randy H. Katz∗ Ion Stoica∗

Source URL: www.volkerroth.com

Flush: A Reliable Bulk Transport Protocol for Multihop Wireless Networks Sukun Kim† , Rodrigo Fonseca† , Prabal Dutta† , Arsalan Tavakoli† David Culler† , Philip Levis? , Scott Shenker†‡ , and Ion Stoica†

Source URL: sing.stanford.edu

PBS at Work: Advancing Data Management with Consistency Metrics Peter Bailis, Shivaram Venkataraman, Michael J. Franklin, Joseph M. Hellerstein, Ion Stoica UC Berkeley ABSTRACT

Source URL: www.bailis.org

15 Scalable Atomic Visibility with RAMP Transactions PETER BAILIS, Stanford University ALAN FEKETE, University of Sydney ALI GHODSI, JOSEPH M. HELLERSTEIN, and ION STOICA, UC Berkeley

Source URL: www.bailis.org