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7th SoCC 2016: Santa Clara, CA, USA

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Marcos K. Aguilera, Brian Cooper, Yanlei Diao:
Proceedings of the Seventh ACM Symposium on Cloud Computing, Santa Clara, CA, USA, October 5-7, 2016. ACM 2016, ISBN 978-1-4503-4525-5

Failures

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Haryadi S. Gunawi, Mingzhe Hao, Riza O. Suminto, Agung Laksono, Anang D. Satria, Jeffry Adityatama, Kurnia J. Eliazar:
Why Does the Cloud Stop Computing? Lessons from Hundreds of Service Outages. 1-16
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Peter Alvaro, Kolton Andrus, Chris Sanden, Casey Rosenthal, Ali Basiri, Lorin Hochstein:
Automating Failure Testing Research at Internet Scale. 17-28
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Ignacio Cano, Srinivas Aiyar, Arvind Krishnamurthy:
Characterizing Private Clouds: A Large-Scale Empirical Analysis of Enterprise Clusters. 29-41
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Mohammad Shahrad, David Wentzlaff:
Availability Knob: Flexible User-Defined Availability in the Cloud. 42-56

Complex Analytics and Machine Learning

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Yao Lu, Aakanksha Chowdhery, Srikanth Kandula:
Optasia: A Relational Platform for Efficient Large-Scale Video Analytics. 57-70
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Zhigang Wang, Lixin Gao, Yu Gu, Yubin Bao, Ge Yu:
A Fault-Tolerant Framework for Asynchronous Iterative Computations in Cloud Environments. 71-83
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Pijika Watcharapichat, Victoria Lopez Morales, Raul Castro Fernandez, Peter R. Pietzuch:
Ako: Decentralised Deep Learning with Partial Gradient Exchange. 84-97
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Aaron Harlap, Henggang Cui, Wei Dai, Jinliang Wei, Gregory R. Ganger, Phillip B. Gibbons, Garth A. Gibson, Eric P. Xing:
Addressing the straggler problem for iterative convergent parallel ML. 98-111

Virtualization

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Takahiro Hirofuchi, Ryousei Takano:
RAMinate: Hypervisor-based Virtualization for Hybrid Main Memory Systems. 112-125
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Liang Liang, Rong Chen, Haibo Chen, Yubin Xia, KwanJong Park, Binyu Zang, Haibing Guan:
A Case for Virtualizing Persistent Memory. 126-140
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Zhiming Shen, Qin Jia, Gur-Eyal Sela, Ben Rainero, Weijia Song, Robbert van Renesse, Hakim Weatherspoon:
Follow the Sun through the Clouds: Application Migration for Geographically Shifting Workloads. 141-154
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Jason Hennessey, Sahil Tikale, Ata Turk, Emine Ugur Kaynar, Chris Hill, Peter Desnoyers, Orran Krieger:
HIL: Designing an Exokernel for the Data Center. 155-168

Storage I

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Hui Lu, Brendan Saltaformaggio, Cong Xu, Umesh Bellur, Dongyan Xu:
BASS: Improving I/O Performance for Cloud Block Storage via Byte-Addressable Storage Stack. 169-181
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Stanko Novakovic, Alexandros Daglis, Edouard Bugnion, Babak Falsafi, Boris Grot:
The Case for RackOut: Scalable Data Serving Using Rack-Scale Systems. 182-195
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Yang Tang, Gang Hu, Xinhao Yuan, Lingmei Weng, Junfeng Yang:
Grandet: A Unified, Economical Object Store for Web Applications. 196-209
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Liang Liu, Lance Fortnow, Jin Li, Yating Wang, Jun (Jim) Xu:
Randomized Algorithms for Dynamic Storage Load-Balancing. 210-222

Security

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Yan Zhai, Lichao Yin, Jeffrey S. Chase, Thomas Ristenpart, Michael M. Swift:
CQSTR: Securing Cross-Tenant Applications with Cloud Containers. 223-236
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Raymond Cheng, William Scott, Paul M. Ellenbogen, Jon Howell, Franziska Roesner, Arvind Krishnamurthy, Thomas E. Anderson:
Radiatus: a Shared-Nothing Server-Side Web Architecture. 237-250
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Andy Sayler, Taylor Andrews, Matthew Monaco, Dirk Grunwald:
Tutamen: A Next-Generation Secret-Storage Platform. 251-264
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Sangmin Lee, Deepak Goel, Edmund L. Wong, Asim Kadav, Mike Dahlin:
Privacy Preserving Collaboration in Bring-Your-Own-Apps. 265-278

Storage II

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Brandon Holt, James Bornholt, Irene Zhang, Dan R. K. Ports, Mark Oskin, Luis Ceze:
Disciplined Inconsistency with Consistency Types. 279-293
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Ji-Yong Shin, Mahesh Balakrishnan, Tudor Marian, Jakub Szefer, Hakim Weatherspoon:
Towards Weakly Consistent Local Storage Systems. 294-306
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Weijia Song, Theo Gkountouvas, Ken Birman, Qi Chen, Zhen Xiao:
The Freeze-Frame File System. 307-320
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Avrilia Floratou, Nimrod Megiddo, Navneet Potti, Fatma Özcan, Uday Kale, Jan Schmitz-Hermes:
Adaptive Caching in Big SQL using the HDFS Cache. 321-333

Streaming Analytics

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Johann Schleier-Smith, Erik T. Krogen, Joseph M. Hellerstein:
ReStream: Accelerating Backtesting and Stream Replay with Serial-Equivalent Parallel Processing. 334-347
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Julian James Stephen, Savvas Savvides, Vinaitheerthan Sundaram, Masoud Saeida Ardekani, Patrick Eugster:
STYX: Stream Processing with Trustworthy Cloud-based Execution. 348-360
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Benjamin Heintz, Abhishek Chandra, Ramesh K. Sitaraman:
Trading Timeliness and Accuracy in Geo-Distributed Streaming Analytics. 361-373

Performance and Tracing

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Timothy Zhu, Daniel S. Berger, Mor Harchol-Balter:
SNC-Meister: Admitting More Tenants with Tail Latency SLOs. 374-387
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Rebecca Taft, Willis Lang, Jennie Duggan, Aaron J. Elmore, Michael Stonebraker, David J. DeWitt:
STeP: Scalable Tenant Placement for Managing Database-as-a-Service Deployments. 388-400
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Raja R. Sambasivan, Ilari Shafer, Jonathan Mace, Benjamin H. Sigelman, Rodrigo Fonseca, Gregory R. Ganger:
Principled workflow-centric tracing of distributed systems. 401-414
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Kaushik Rajan, Dharmesh Kakadia, Carlo Curino, Subru Krishnan:
PerfOrator: eloquent performance models for Resource Optimization. 415-427

Networking and New Hardware

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Jonas Fietz, Sam Whitlock, George Ioannidis, Katerina J. Argyraki, Edouard Bugnion:
VNToR: Network Virtualization at the Top-of-Rack Switch. 428-441
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Peng Wang, Hong Xu, Zhixiong Niu, Dongsu Han, Yongqiang Xiong:
Expeditus: Congestion-aware Load Balancing in Clos Data Center Networks. 442-455
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Muhuan Huang, Di Wu, Cody Hao Yu, Zhenman Fang, Matteo Interlandi, Tyson Condie, Jason Cong:
Programming and Runtime Support to Blaze FPGA Accelerator Deployment at Datacenter Scale. 456-469

Analytics Frameworks and Scheduling

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Brandon Haynes, Alvin Cheung, Magdalena Balazinska:
PipeGen: Data Pipe Generator for Hybrid Analytics. 470-483
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Ying Yan, Yanjie Gao, Yang Chen, Zhongxin Guo, Bole Chen, Thomas Moscibroda:
TR-Spark: Transient Computing for Big Data Analytics. 484-496
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Pamela Delgado, Diego Didona, Florin Dinu, Willy Zwaenepoel:
Job-aware Scheduling in Eagle: Divide and Stick to Your Probes. 497-509
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Matteo Interlandi, Sai Deep Tetali, Muhammad Ali Gulzar, Joseph Noor, Tyson Condie, Miryung Kim, Todd D. Millstein:
Optimizing Interactive Development of Data-Intensive Applications. 510-522

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