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---
layout: default
---
{% include slider-poster-schedule.html %}
<!-- Content -->
<div class="block">
<div class="container">
<div class="row">
<div class="col-md-9">
<section id="main-content">
<div class="section-content">
<header>
<h2 style="color:SteelBlue;">Poster session I (Thursday, October 11th) <br>
<font style="color:black;font-size:60%;">Location: Shearwater 4-5
<!--
(<a style="color:darkblue;text-decoration:underline;" href="assets/img/posterlayout.pdf">Poster layout</a>)
-->
</font>
</h2>
</header>
<h4 class="talk-title">
<!--<a href="https://dl.acm.org/authorize?N46807"> -->
<a href="">
(1) Scheduling CPU for GPU-based Deep Learning Jobs
</a>
</h4>
<p class="course-meta" style="line-height:18px;">
Wencong Xiao (Beihang University & Microsoft Research); Zhenhua Han (The University of Hong Kong & Microsoft Research);
Hanyu Zhao (Peking University & Microsoft Research); Xuan Peng (Huazhong University of Science and Technology
& Microsoft Research); Quanlu Zhang (Microsoft Research); Fan Yang (Microsoft Research);
Lidong Zhou (Microsoft Research)
</p>
<h4 class="talk-title">
<a href="">
(2) Application-Agnostic Batch Workload Management in Cloud Environments
</a>
</h4>
<p class="course-meta" style="line-height:18px;">
Seyyed Ahmad Javadi (Stony Brook University); Anshul Gandhi (Stony Brook University);
Shalini Bhaskara (Stony Brook University); Rahul Doshi (Stony Brook University);
Prashanth Soundarapandian (Stony Brook University); Muhammad Wajahat (Stony Brook University)
</p>
<h4 class="talk-title">
<a href="">
(3) Decentralized Distributed Deep Learning in Heterogeneous WAN Environments
</a>
</h4>
<p class="course-meta" style="line-height:18px;">
Rankyung Hong(University of Minnesota); Abhishek Chandra(University of Minnesota)
</p>
<h4 class="talk-title">
<a href="">
(4) Resource Profile Advisor for Containers in Cognitive Platform
</a>
</h4>
<p class="course-meta" style="line-height:18px;">
Mehmet F. Aktas(Rutgers University); Chen Wang(IBM Thomas J. Watson Research Center);
Alaa Youssef(IBM Thomas J. Watson Research Center); Malgorzata Steinder(IBM Thomas J. Watson Research Center)
</p>
<h4 class="talk-title">
<a href="">
(5) Secure In-memory Key-Value Storage with SGX
</a>
</h4>
<p class="course-meta" style="line-height:18px;">
Taehoon Kim(KAIST); Joongun Park(KAIST); Jaewook Woo(KAIST); Seungheun Jeon(KAIST); Jaehyuk Huh(KAIST)
</p>
<h4 class="talk-title">
<a href="">
(6) Untethered: Deployable Blockchains for IoT Environments
</a>
</h4>
<p class="course-meta" style="line-height:18px;">
Kolbeinn Karlsson(Cornell University); Danny Adams(Cornell University); Gloire Rubambiza(Cornell University);
Zangyueyang Xian(Cornell University); Robbert van Renesse(Cornell University); Hakim Weatherspoon(Cornell University);
Stephen Wicker(Cornell University)
</p>
<h4 class="talk-title">
<a href="">
(7) Does your fault-tolerant system tolerate faults?
</a>
</h4>
<p class="course-meta" style="line-height:18px;">
Kamala Ramasubramanian(University of California, Santa Cruz); Peter Alvaro(University of California, Santa Cruz)
</p>
<h4 class="talk-title">
<a href="">
(8) SLO Computational Sprinting
</a>
</h4>
<p class="course-meta" style="line-height:18px;">
Nathaniel Morris(The Ohio State University); Indrajeet Saravanan(The Ohio State University);
Pollyanna Cao(The Ohio State University); Jerry Ding(The Ohio State University);
Christopher Stewart(The Ohio State University)
</p>
<h4 class="talk-title">
<a href="">
(9) SSD QoS Improvements through Machine Learning
</a>
</h4>
<p class="course-meta" style="line-height:18px;">
Chandranil Chakraborttii(University of California, Santa Cruz); Vikas Sinha(Samsung Semiconductors Inc.);
Heiner Litz(University of California, Santa Cruz)
</p>
<h4 class="talk-title">
<a href="">
(10) Auto-Scaling with Apprenticeship Learning
</a>
</h4>
<p class="course-meta" style="line-height:18px;">
Kamal Hakimzadeh(KTH - Royal Institute of Technology); Pat Nicholson(Nokia Bell Labs); Diego Lugones(Nokia Bell Labs)
</p>
<h4 class="talk-title">
<a href="">
(11) Rejig: A Scalable Online Algorithm for Cache Server Configuration Changes
</a>
</h4>
<p class="course-meta" style="line-height:18px;">
Shahram Ghandeharizadeh(University of Southern California); Marwan Almaymoni(University of Southern California);
Haoyu Huang(University of Southern California)
</p>
<h4 class="talk-title">
<a href="">
(12) RangeQC: A Framework for Caching Range Predicate Query Results
</a>
</h4>
<p class="course-meta" style="line-height:18px;">
Shahram Ghandeharizadeh(University of Southern California); Marwan Almaymoni(University of Southern California);
Haoyu Huang(University of Southern California)
</p>
<h4 class="talk-title">
<a href="">
(13) Scalable and Reliable RDMA
</a>
</h4>
<p class="course-meta" style="line-height:18px;">
Youmin Chen(Tsinghua University); Jiwu Shu(Tsinghua University); Youyou Lu(Tsinghua University)
</p>
<h4 class="talk-title">
<a href="">
(14) Network Scheduling in the Dark
</a>
</h4>
<p class="course-meta" style="line-height:18px;">
Vojislav Dukic(ETH Zurich); Sangeetha Abdu Jyothi(University of Illinois at Urbana–Champaign);
Bojan Karlas(ETH Zurich); Muhsen Owaida(ETH Zurich); Ce Zhang(ETH Zurich); Ankit Singla(ETH Zurich)
</p>
<h4 class="talk-title">
<a href="">
(15) Elastic Provisioning of Cloud Caches: a Cost-aware TTL Approach
</a>
</h4>
<p class="course-meta" style="line-height:18px;">
Damiano Carra(University of Verona); Giovanni Neglia(Inria); Pietro Michiardi(Eurecom)
</p>
<h4 class="talk-title">
<a href="">
(16) High-Performance Multi-Rail Erasure Coding Library over Modern Data Center Architectures: Early Experiences
</a>
</h4>
<p class="course-meta" style="line-height:18px;">
Haiyang Shi(The Ohio State University); Xiaoyi Lu(The Ohio State University); Dipti Shankar(The Ohio State University);
Dhabaleswar K. (DK) Panda(The Ohio State University)
</p>
<h4 class="talk-title">
<a href="">
(17) GraPU: Accelerate Streaming Graph Analysis through Preprocessing Buffered Updates
</a>
</h4>
<p class="course-meta" style="line-height:18px;">
Feng Sheng(Huazhong University of Science and Technology); Qiang Cao(Huazhong University of Science and Technology);
Haoran Cai(Huazhong University of Science and Technology); Jie Yao(Huazhong University of Science and Technology);
Changsheng Xie(Huazhong University of Science and Technology)
</p>
<h4 class="talk-title">
<a href="">
(18) Dynamic and Decentralized Global Analytics via Machine Learning
</a>
</h4>
<p class="course-meta" style="line-height:18px;">
Hao Wang(University of Toronto); Di Niu(University of Alberta); Baochun Li(University of Toronto)
</p>
<h4 class="talk-title">
<a href="">
(19) ScootR: Scaling R Dataframes on Dataflow Systems
</a>
</h4>
<p class="course-meta" style="line-height:18px;">
Andreas Kunft(Technische Universität Berlin); Lukas Stadler(Oracle Labs); Daniele Bonetta(Oracle Labs);
Cosmin Basca(Oracle Labs); Jens Meiners(Technische Universität Berlin); Sebastian Breß(DFKI GmbH);
Tilmann Rabl(Technische Universität Berlin); Juan Fumero(The University of Manchester);
Volker Markl(Technische Universität Berlin)
</p>
<h4 class="talk-title">
<a href="">
(20) RIOS: Runtime Integrated Optimizer for Spark
</a>
</h4>
<p class="course-meta" style="line-height:18px;">
Youfu Li(University of California, Los Angeles); Mingda Li(University of California, Los Angeles);
Ling Ding(University of California, Los Angeles); Matteo Interlandi(Microsoft, Inc.)
</p>
<h4 class="talk-title">
<a href="">
(21) Sprocket: A Serverless Video Processing Framework
</a>
</h4>
<p class="course-meta" style="line-height:18px;">
Lixiang Ao(); Liz Izhikevich(); Geoffrey M. Voelker(); George Porter()
</p>
<h4 class="talk-title">
<a href="">
(22) VIP: Virtual Performance-State for Efficient Power Management of Virtual Machines
</a>
</h4>
<p class="course-meta" style="line-height:18px;">
Ki-Dong Kang(DGIST); Mohammand Alian(UIUC); Daehoon Kim(DGIST); Jaehyuk Huh(KAIST); Nam Sung Kim(UIUC)
</p>
<h4 class="talk-title">
<a href="">
(23) Continuum: A Platform for Cost-Aware, Low-Latency Continual Learning
</a>
</h4>
<p class="course-meta" style="line-height:18px;">
Huangshi Tian(Hong Kong University of Science and Technology); Minchen Yu(Hong Kong University of Science and Technology);
Wei Wang(Hong Kong University of Science and Technology)
</p>
<h4 class="talk-title">
<a href="">
(24) Stratus: cost-aware container scheduling in the public cloud
</a>
</h4>
<p class="course-meta" style="line-height:18px;">
Andrew Chung(Carnegie Mellon University); Jun Woo Park(Carnegie Mellon University);
Gregory R. Ganger(Carnegie Mellon University)
</p>
<h4 class="talk-title">
<a href="">
(25) Fast and Accurate Load Balancing for Geo-Distributed Storage Systems
</a>
</h4>
<p class="course-meta" style="line-height:18px;">
Kirill L. Bogdanov(KTH Royal Institute of Technology);
Waleed Reda(Universite catholique de Louvain / KTH Royal Institute of Technology);
Gerald Q. Maguire Jr.(KTH Royal Institute of Technology); Dejan Kostic(KTH Royal Institute of Technology);
Marco Canini(KAUST)
</p>
<h4 class="talk-title">
<a href="">
(26) Pay One, Get Hundreds for Free: Reducing Cloud Costs through Shared Query Execution
</a>
</h4>
<p class="course-meta" style="line-height:18px;">
Renato Marroquín(ETH Zurich); Ingo Müller(ETH Zurich); Darko Makreshanski(OracleLabs); Gustavo Alonso(ETH Zurich)
</p>
<h4 class="talk-title">
<a href="">
(27) Overload Control for Scaling WeChat Microservices
</a>
</h4>
<p class="course-meta" style="line-height:18px;">
Hao Zhou(Tencent Inc.); Ming Chen(Tencent Inc.); Qian Lin(National University of Singapore); Yong Wang(Tencent Inc.);
Xiaobin She(Tencent Inc.); Sifan Liu(Tencent Inc.); Rui Gu(Columbia University);
Beng Chin Ooi(National University of Singapore); Junfeng Yang(Columbia University)
</p>
<h4 class="talk-title">
<a href="">
(28) An Efficient Memory-Mapped Key-Value Store for Flash Storage
</a>
</h4>
<p class="course-meta" style="line-height:18px;">
Anastasios Papagiannis(Institute of Computer Science, FORTH); Giorgos Saloustros(Institute of Computer Science, FORTH);
Pilar González-Férez(Department of Computer Engineering, University of Murcia);
Angelos Bilas(Institute of Computer Science, FORTH)
</p>
<h4 class="talk-title">
<a href="">
(29) RoGUE: RDMA over Generic Unconverged Ethernet
</a>
</h4>
<p class="course-meta" style="line-height:18px;">
Yanfang Le(University of Wisconsin-Madison); Brent Stephens(University of Illinois at Chicago);
Arjun Singhvi(University of Wisconsin-Madison); Aditya Akella(University of Wisconsin-Madison);
Michael M. Swift(University of Wisconsin-Madison)
</p>
<h4 class="talk-title">
<a href="">
(30) Netco: Cache and I/O Management for Analytics over Disaggregated Stores
</a>
</h4>
<p class="course-meta" style="line-height:18px;">
Virajith Jalaparti(Microsoft); Chris Douglas(Microsoft); Mainak Ghosh(University of Illinois, Urbana-Champaign);
Ashvin Agrawal(Microsoft); Avrilia Floratou(Microsoft); Srikanth Kandula(Microsoft); Ishai Menache(Microsoft);
Joseph (Seffi) Naor(Technion); Sriram Rao(Facebook Inc.)
</p>
<h4 class="talk-title">
<a href="">
(31) IONN: Incremental Offloading of Neural Network Computations from Mobile Devices to Edge Servers
</a>
</h4>
<p class="course-meta" style="line-height:18px;">
Hyuk-Jin Jeong(Seoul National University); Hyeon-Jae Lee(Seoul National University);
Chang Hyun Shin(Seoul National University); Soo-Mook Moon(Seoul National University)
</p>
<h4 class="talk-title">
<a href="">
(32) SifrDB: A Unified Solution for Write-Optimized Key-Value Stores in Large Datacenter
</a>
</h4>
<p class="course-meta" style="line-height:18px;">
Fei Mei(Huazhong University of Science and Technology); Qiang Cao(Huazhong University of Science and Technology);
Hong Jiang(University of Texas at Arlington); Jingjun Li(Huazhong University of Science and Technology)
</p>
<!-- SECOND DAY FROM HERE -->
<!-- SECOND DAY FROM HERE -->
<!-- SECOND DAY FROM HERE -->
<!-- SECOND DAY FROM HERE -->
<!-- SECOND DAY FROM HERE -->
<!-- SECOND DAY FROM HERE -->
<!-- SECOND DAY FROM HERE -->
<header>
<h2 style="color:SteelBlue;">Poster session II (Friday, October 12th)<br>
<font style="color:black;font-size:60%;">Location: Shearwater 4-5
<!--
(<a style="color:darkblue;text-decoration:underline;" href="assets/img/posterlayout.pdf">Poster layout</a>)
-->
</font>
</h2>
</header>
<h4 class="talk-title">
<a href="">
(33) Multi-tenant Isolation of What? Building a Secure Tenant Isolation Architecture for Cloud Networks
</a>
</h4>
<p class="course-meta" style="line-height:18px;">
Bruno Medeiros(École normale supérieure); Marcos A. Simplicio Jr.(Universidade de São Paulo);
Ewerton R. Andrade(Instituto Federal de Rondônia)
</p>
<h4 class="talk-title">
<a href="">
(34) Plumb: Efficient Processing of Multi-Users Pipelines
</a>
</h4>
<p class="course-meta" style="line-height:18px;">
Abdul Qadeer(USC / ISI); John Heidemann(USC / ISI)
</p>
<h4 class="talk-title">
<a href="">
(35) WITCAT: A Workload Spike Targeted Cloud Management Solution
</a>
</h4>
<p class="course-meta" style="line-height:18px;">
Junjie Chen(College of Systems Engineering, National University of Defense Technology);
Xiaomin Zhu(College of Systems Engineering, National University of Defense Technology);
Weidong Bao(College of Systems Engineering, National University of Defense Technology);
Zhong Liu(College of Systems Engineering, National University of Defense Technology);
Ling Liu(College of Computing, Georgia Institute of Technology)
</p>
<h4 class="talk-title">
<a href="">
(36) Fast Distributed Deep Learning via Worker-adaptive Batch Sizing
</a>
</h4>
<p class="course-meta" style="line-height:18px;">
Chen Chen(Hong Kong University of Science and Technology); Qizhen Weng(Hong Kong University of Science and Technology);
Wei Wang(Hong Kong University of Science and Technology); Baochun Li(University of Toronto);
Bo Li(Hong Kong University of Science and Technology)
</p>
<h4 class="talk-title">
<a href="">
(37) Experimental Evaluation of Sketching Techniques for Big Spatial Data
</a>
</h4>
<p class="course-meta" style="line-height:18px;">
A. B. Siddique(University of California, Riverside); Ahmed Eldawy(University of California, Riverside)
</p>
<h4 class="talk-title">
<a href="">
(38) Mnemo: Boosting Memory Cost Efficiency in Hybrid Memory Systems
</a>
</h4>
<p class="course-meta" style="line-height:18px;">
Thaleia Dimitra Doudali(Georgia Institute of Technology); Ada Gavrilovska(Georgia Institute of Technology)
</p>
<h4 class="talk-title">
<a href="">
(39) The Curious Case of Container Orchestration and Scheduling in GPU-based Datacenters
</a>
</h4>
<p class="course-meta" style="line-height:18px;">
Prashanth Thinakaran(Penn State); Jashwant Raj Gunasekaran(Penn State); Bikash Sharma(Facebook);
Mahmut T. Kandemir(Penn State); Chita R. Das(Penn State)
</p>
<h4 class="talk-title">
<a href="">
(40) ShadeNF: A Platform for Online Network Function Veri cation
</a>
</h4>
<p class="course-meta" style="line-height:18px;">
Yu Sun(Binghamton University); Hui Lu(Binghamton University); Abhinav Srivastava(Frame.io);
Cong Xu(IBM Research Austin)
</p>
<h4 class="talk-title">
<a href="">
(41) Henge: Intent-driven Multi-Tenant Stream Processing
</a>
</h4>
<p class="course-meta" style="line-height:18px;">
Faria Kalim(University of Illinois at Urbana Champaign); Le Xu(University of Illinois at Urbana Champaign);
Sharanya Bathey(Amazon.com Services, Inc.); Richa Meherwal(phData, Inc.);
Indranil Gupta(University of Illinois at Urbana Champaign)
</p>
<h4 class="talk-title">
<a href="">
(42) Kairos: Preemptive Data Center Scheduling Without Runtime Estimates
</a>
</h4>
<p class="course-meta" style="line-height:18px;">
Pamela Delgado(EPFL); Diego Didona(EPFL); Florin Dinu(EPFL and University of Sydney);
Willy Zwaenepoel(EPFL and University of Sydney)
</p>
<h4 class="talk-title">
<a href="">
(43) Data-Driven Resource Shaping for Compute Clusters
</a>
</h4>
<p class="course-meta" style="line-height:18px;">
Francesco Pace(Eurecom); Dimitrios Milios(Eurecom); Damiano Carra(University of Verona); Daniele Venzano(Eurecom);
Pietro Michiardi(Eurecom)
</p>
<h4 class="talk-title">
<a href="">
(44) Drishti: Disaggregated and Interoperable Security Analytics Framework for Cloud
</a>
</h4>
<p class="course-meta" style="line-height:18px;">
Shripad Nadgowda(IBM Research); Canturk Isci(IBM Research)
</p>
<h4 class="talk-title">
<a href="">
(45) Memory-Oriented Distributed Computing at Rack Scale
</a>
</h4>
<p class="course-meta" style="line-height:18px;">
Haris Volos(Google); Kimberly Keeton(Hewlett Packard Labs); Yupu Zhang(Google);
Milind Chabbi(Scalable Machines Research); Se Kwon Lee(University of Texas at Austin);
Mark Lillibridge(Facebook); Yuvraj Patel(University of Wisconsin, Madison); Wei Zhang(Microsoft)
</p>
<h4 class="talk-title">
<a href="">
(46) iQCAR: Inter-Query Contention Analyzer
</a>
</h4>
<p class="course-meta" style="line-height:18px;">
Prajakta Kalmegh(Duke University); Shivnath Babu(Duke University); Sudeepa Roy(Duke University)
</p>
<h4 class="talk-title">
<a href="">
(47) A ML-based Runtime System for Executing Dataflow Graphs on Heterogeneous Processors
</a>
</h4>
<p class="course-meta" style="line-height:18px;">
Subho S Banerjee(University of Illinois at Urbana-Champaign);
Arjun P Athreya(University of Illinois at Urbana-Champaign);
Zbigniew Kalbarczyk(University of Illinois at Urbana-Champaign);
Steven Lumetta(University of Illinois at Urbana-Champaign);
Ravishankar K Iyer(University of Illinois at Urbana-Champaign)
</p>
<h4 class="talk-title">
<a href="">
(48) TEE-KV: Secure Immutable Key-Value Store for Trusted Execution Environments
</a>
</h4>
<p class="course-meta" style="line-height:18px;">
Atsushi Koshiba(Tokyo University of Agriculture and Technology); Ying Yan(Ant Financial);
Zhongxin Guo(Microsoft Research Asia); Mitaro Namiki(Tokyo University of Agriculture and Technology);
Lidong Zhou(Microsoft Research Asia)
</p>
<h4 class="talk-title">
<a href="">
(49) Energy-aware and Machine Learning-based Resource Provisioning of In-Memory Analytics on Cloud
</a>
</h4>
<p class="course-meta" style="line-height:18px;">
Hosein Mohammadi Makrani(George Mason University); Hossein Sayadi(George Mason University);
Devang Motwani(George Mason University); Han Wang(George Mason University); Setareh Rafatirad(George Mason University);
Houman Homayoun(George Mason University)
</p>
<h4 class="talk-title">
<a href="">
(50) The Elasticity and Plasticity in Semi-Containerized Co-locating Cloud Workload: a View from Alibaba Trace
</a>
</h4>
<p class="course-meta" style="line-height:18px;">
Qixiao Liu(Shenzhen Institute of Advanced Technology, Chinese Academy of Science);
Zhibin Yu(Shenzhen Institute of Advanced Technology, Chinese Academy of Science)
</p>
<h4 class="talk-title">
<a href="">
(51) libVNF: Building Virtual Network Functions Made Easy
</a>
</h4>
<p class="course-meta" style="line-height:18px;">
Priyanka Naik(Indian Institute of Technology Bombay); Akash Kanase(Indian Institute of Technology Bombay);
Trishal Patel(Indian Institute of Technology Bombay); Mythili Vutukuru(Indian Institute of Technology Bombay)
</p>
<h4 class="talk-title">
<a href="">
(52) Henge: Intent-driven Multi-Tenant Stream Processing
</a>
</h4>
<p class="course-meta" style="line-height:18px;">
Faria Kalim(University of Illinois at Urbana Champaign); Le Xu(University of Illinois at Urbana Champaign);
Sharanya Bathey(Amazon.com Services, Inc.); Richa Meherwal(phData, Inc.);
Indranil Gupta(University of Illinois at Urbana Champaign)
</p>
<h4 class="talk-title">
<a href="">
(53) Uncertainty Propagation in Data Processing Systems
</a>
</h4>
<p class="course-meta" style="line-height:18px;">
Ioannis Manousakis(Microsoft); Ricardo Bianchini(Microsoft Research); Inigo Goiri(Microsoft Research);
Sandro Rigo(Unicamp Brazil); Thu D. Nguyen(Rutgers University)
</p>
<h4 class="talk-title">
<a href="">
(54) ApproxJoin: Approximate Distributed Joins
</a>
</h4>
<p class="course-meta" style="line-height:18px;">
Do Le Quoc(TU Dresden); Istemi Ekin Akkus(Nokia Bell Labs); Pramod Bhatotia(University of Edinburgh);
Spyros Blanas(The Ohio State University); Ruichuan Chen(Nokia Bell Labs); Christof Fetzer(TU Dresden);
Thorsten Strufe(TU Dresden)
</p>
<h4 class="talk-title">
<a href="">
(55) Wharf: Sharing Docker Images in a Distributed File System
</a>
</h4>
<p class="course-meta" style="line-height:18px;">
Chao Zheng(University of Notre Dame); Lukas Rupprecht(IBM Research - Almaden); Vasily Tarasov(IBM Research - Almaden);
Douglas Thain(University of Notre Dame); Mohamed Mohamed(IBM Research - Almaden); Dimitrios Skourtis(IBM Research - Almaden);
Amit S. Warke(IBM Research - Almaden); Dean Hildebrand(Google)
</p>
<h4 class="talk-title">
<a href="">
(56) Kairos: Preemptive Data Center Scheduling Without Runtime Estimates
</a>
</h4>
<p class="course-meta" style="line-height:18px;">
Pamela Delgado(EPFL); Diego Didona(EPFL); Florin Dinu(EPFL and The University of Sydney);
Willy Zwaenepoel(EPFL and The University of Sydney)
</p>
<h4 class="talk-title">
<a href="">
(57) Debugging Distributed Systems with Why-Across-Time Provenance
</a>
</h4>
<p class="course-meta" style="line-height:18px;">
Michael Whittaker(UC Berkeley); Cristina Teodoropol(UC Berkeley); Peter Alvaro(UC Santa Cruz);
Joseph M. Hellerstein(UC Berkeley)
</p>
<h4 class="talk-title">
<a href="">
(58) Parameter Hub: a Rack-Scale Parameter Server for Distributed Deep Neural Network Training
</a>
</h4>
<p class="course-meta" style="line-height:18px;">
Liang Luo(University of Washington); Jacob Nelson(Microsoft Research); Luis Ceze(University of Washington);
Amar Phanishayee(Microsoft Research); Arvind Krishnamurthy(University of Washington)
</p>
<h4 class="talk-title">
<a href="">
(59) Weighted Sampling of Execution Traces: Capturing More Needles and Less Hay
</a>
</h4>
<p class="course-meta" style="line-height:18px;">
Pedro Las-Casas(Universidade Federal de Minas Gerais); Jonathan Mace(Brown University);
Dorgival Guedes(Universidade Federal de Minas Gerais); Rodrigo Fonseca(Brown University)
</p>
<h4 class="talk-title">
<a href="">
(60) Multi-Query Optimization in Wide-Area Streaming Analytics
</a>
</h4>
<p class="course-meta" style="line-height:18px;">
Albert Jonathan(University of Minnesota); Abhishek Chandra(University of Minnesota); Jon Weissman(University of Minnesota)
</p>
<h4 class="talk-title">
<a href="">
(61) I Heard It through the Firewall: Exploiting Cloud Management Services as an Information Leakage Channel
</a>
</h4>
<p class="course-meta" style="line-height:18px;">
Hyunwook Baek(University of Utah); Eric Eide(University of Utah); Robert Ricci(University of Utah);
Jacobus Van der Merwe(University of Utah)
</p>
<h4 class="talk-title">
<a href="">
(62) DScope: Detecting Real-World Data Corruption Hang Bugs in Cloud Server Systems
</a>
</h4>
<p class="course-meta" style="line-height:18px;">
Ting Dai(North Carolina State University); Jingzhu He(North Carolina State University);
Xiaohui Gu(North Carolina State University); Shan Lu(University of Chicago); Peipei Wang(North Carolina State University)
</p>
<h4 class="talk-title">
<a href="">
(63) Unikernels as Processes
</a>
</h4>
<p class="course-meta" style="line-height:18px;">
Dan Williams(IBM T.J. Watson Research Center); Ricardo Koller(IBM T.J. Watson Research Center);
Martin Lucina(robur.io / Center for the Cultivation of Technology); Nikhil Prakash(BITS Pilani)
</p>
<h4 class="talk-title">
<a href="">
(64) Mutant: Balancing Storage Cost and Latency in LSM-Tree Data Stores
</a>
</h4>
<p class="course-meta" style="line-height:18px;">
Hobin Yoon(Georgia Institute of Technology); Juncheng Yang(Emory University); Sveinn Fannar Kristjansson(Spotify);
Steinn E. Sigurdarson(Takumi); Ymir Vigfusson(Emory & Reykjavik University); Ada Gavrilovska(Georgia Institute of Technology)
</p>
<h4 class="talk-title">
<a href="">
(65) Cascade Mapping: Optimizing Memory Efficiency for Flash-based Key-value Caching
</a>
</h4>
<p class="course-meta" style="line-height:18px;">
Kefei Wang(Louisiana State University); Feng Chen(Louisiana State University)
</p>
<h4 class="talk-title">
<a href="">
(66) DC-DRF: Adaptive Multi-Resource Sharing at Public Cloud Scale
</a>
</h4>
<p class="course-meta" style="line-height:18px;">
Ian A. Kash(University of Illinois at Chicago); Greg O'Shea(Microsoft Research); Stavros Volos(Microsoft Research)
</p>
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