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readinggroup
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# [Future Data Systems](http://futuredata.stanford.edu/) Reading Group | Date | Title | Venue | Presenter | | ------------- |---------------|-------|-----------| | 3/30/2016 | [You and Your Research](http://www.cs.virginia.edu/~robins/YouAndYourResearch.html) by Richard Hamming | Bell Communications Research Colloquium Seminar, 1986 | Peter | | 4/6/2016 | [CellIQ : Real-Time Cellular Network Analytics at Scale](https://www.usenix.org/system/files/conference/nsdi15/nsdi15-paper-iyer.pdf) | NSDI 2015 | Peter | | 4/13/2016 | [SEEDB: Efficient Data-Driven Visualization Recommendations to Support Visual Analytics](http://www.vldb.org/pvldb/vol8/p2182-vartak.pdf) | VLDB 2016 | Kexin | | 4/21/2016 | [Trill: A High-Performance Incremental Query Processor for Diverse Analytics](http://www.vldb.org/pvldb/vol8/p401-chandramouli.pdf) | VLDB 2015 | Todd | | 4/27/2016 | [Knowing When You’re Wrong: Building Fast and Reliable Approximate Query Processing Systems](https://www.cs.berkeley.edu/~sameerag/mod282-agarwal.pdf) | SIGMOD 2014 | Edward | | 5/04/2016 | [Automating Model Search for Large Scale Machine Learning](https://amplab.cs.berkeley.edu/wp-content/uploads/2015/07/163-sparks.pdf) | SoCC 2015 | Sahaana | | 5/11/2016 | [The Scalable Commutativity Rule: Designing Scalable Software for Multicore Processors](https://people.csail.mit.edu/nickolai/papers/clements-sc.pdf) | SOSP 2013 | Vivek | | 5/18/2016 | [AutoPlait: Automatic Mining of Co-evolving Time Sequences](http://www.cs.cmu.edu/~christos/PUBLICATIONS/14-sigmod-autoplait.pdf) | SIGMOD 2014 | Vayu | | 5/25/2016 | [MacroBase: Analytic Monitoring for the Internet of Things](arxiv.org/pdf/1603.00567.pdf) | arXiv 2016 | Peter | | 6/2/2016 | [Designing for Situation Awareness: An Approach to User-Centered Design, Chapters 8 & 9](https://www.crcpress.com/Designing-for-Situation-Awareness-An-Approach-to-User-Centered-Design/Endsley/p/book/9781420063554) | CRC Press 2011 | Kexin | | 6/8/2016 | [Searching and Mining Trillions of Time Series Subsequences under Dynamic Time Warping](http://www.cs.ucr.edu/~eamonn/SIGKDD_trillion.pdf) | KDD 2012 | Edward | | 6/15/2016 | [CarTel: A Distributed Mobile Sensor Computing System ](http://inat.lcs.mit.edu/papers/cartel-sensys06.pdf) | SenSys 2006 | Sahaana | | 6/22/2016 | [DBSherlock: A Performance Diagnostic Tool for Transactional Databases](https://web.eecs.umich.edu/~mozafari/php/data/uploads/sigmod_2016.pdf) | SIGMOD 2016 | Firas | | 7/1/2016 | [Arx: A Strongly Encrypted Database System](http://eprint.iacr.org/2016/591.pdf) | IACR 2016 | Todd | | 7/6/2016 | [Sharing-Aware Outlier Analytics over High-Volume Data Streams](http://dl.acm.org/citation.cfm?id=2882920) | SIGMOD 2016 | Kexin | | 7/13/2016 | [Readings in Database Systems, 5th ed., Chapter 5](http://www.redbook.io/ch5-dataflow.html) | | Sahaana | | 7/20/2016 7/27/2016 | [SqueezeNet: AlexNet-level accuracy with 50x fewer parameters and <0.5MB model size](https://arxiv.org/pdf/1602.07360v3.pdf) | arXiv 2016 | Firas | | 8/3/2016 | [SLiMFast: Guaranteed Results for Data Fusion and Source Reliability](http://arxiv.org/abs/1512.06474) | SIGMOD 2017 | Firas | | 8/10/2016 | [Gorilla: A Fast, Scalable, In-Memory Time Series Database](http://www.vldb.org/pvldb/vol8/p1816-teller.pdf) | VLDB 2015 | Kexin | | 8/17/2016 | [Time, Clocks, and the Ordering of Events in a Distributed System ](http://research.microsoft.com/en-us/um/people/lamport/pubs/time-clocks.pdf) | Communications of the ACM 1978 | Peter | | 8/24/2016 | [Automating the Choice of Consistency Levels in Replicated Systems](https://www.usenix.org/system/files/conference/atc14/atc14-paper-li_cheng.pdf) | USENIX ATC 2014 | Sahaana | | 8/31/2016 | [The Homeostasis Protocol: Avoiding Transaction Coordination Through Program Analysis](http://www.cs.cornell.edu/~blding/pub/homeostasis_sigmod_2015.pdf) | SIGMOD 2015 | Todd | | 9/7/2016 | [A DNA-Based Archival Storage System](https://homes.cs.washington.edu/~luisceze/publications/dnastorage-asplos16.pdf) | ASPLOS 2016 | Sahaana | | 9/14/2016 | [The Good, the Bad, the Differences: Better Network Diagnostics with Differential Provenance](http://www.cis.upenn.edu/~angchen/papers/sigcomm-2016.pdf) | SIGCOMM 2016 | Shoumik | | 9/21/2016 | [Hails: Protecting Data Privacy in Untrusted Web Applications](https://www.usenix.org/system/files/conference/osdi12/osdi12-final-35.pdf) | OSDI 2012 | Deepak | | 9/28/2016 | [Fast and Accurate Performance Analysis of LTE Radio Access Networks](https://arxiv.org/abs/1605.04652) | arXiv 2016 | Edward | | 10/5/2016 | [Why Should I Trust You?” Explaining the Predictions of Any Classifier](http://www.kdd.org/kdd2016/papers/files/rfp0573-ribeiroA.pdf) | KDD 2016 | Kexin | | 10/19/2016 | [Biscuit: a framework for near-data processing of big data workloads](http://dl.acm.org/citation.cfm?id=3001154) | ISCA 2016 | James | | 10/26/2016 | [Googles Neural Machine Translation System: Bridging the Gap between Human and Machine Translation](https://arxiv.org/pdf/1609.08144v2.pdf) | arXiv 2016 | Tony | | 11/16/2016 | [Designing Software for Ease of Extension and Contraction](http://www.cs.umd.edu/class/spring2003/cmsc838p/Design/family.pdf) | International Conference on Software Engineering 1978 | Firas | | 11/30/2016 | [Halide: A Language and Compiler for Optimizing Parallelism, Locality, and Recomputation in Image Processing Pipelines](http://people.csail.mit.edu/jrk/halide-pldi13.pdf) | PLDI 2013 | John | | 12/07/2016 | [Slicer: Auto-Sharding for Datacenter Applications](https://www.usenix.org/system/files/conference/osdi16/osdi16-adya.pdf) | OSDI 2016 | Deepak | | 12/13/2016 | [Network Requirements for Resource Disaggregation](https://www.usenix.org/system/files/conference/osdi16/osdi16-gao.pdf) | OSDI 2016 | Shoumik | | 01/18/2017 | [DQBarge: Improving Data-Quality Tradeoffs in Large-Scale Internet Services](https://www.usenix.org/system/files/conference/osdi16/osdi16-chow.pdf) | OSDI 2016 | Kexin | | 01/27/2017 | [Ibex—An Intelligent Storage Engine with Support for Advanced SQL Off-loading](http://www.vldb.org/pvldb/vol7/p963-woods.pdf) | VLDB 2014 | Deepak | | 02/03/2017 | [YOLO9000: Better, Faster, Stronger](http://pjreddie.com/media/files/papers/YOLO9000.pdf) | ?? | Daniel | | 02/10/2017 | [Generative Adversarial Nets](https://arxiv.org/pdf/1406.2661v1.pdf) | NIPS 2014 | Cody | | 02/17/2017 | [Learning to learn by gradient descent by gradient descent](https://arxiv.org/pdf/1606.04474.pdf) | NIPS 2016 | Firas | | 02/24/2017 | [VC3: Trustworthy Data Analytics in the Cloud using SGX](https://www.microsoft.com/en-us/research/wp-content/uploads/2016/02/vc3-oakland2015.pdf)| Security & Privacy 2015 | Dima | | 03/03/2017 | [Approximated and User Steerable tSNE for Progressive Visual Analytics](http://ieeexplore.ieee.org/document/7473883/)| IEEE Visualization 2016 | Edward | | 03/10/2017 | [Latte: A Language, Compiler, and Runtime for Elegant and Efficient Deep Neural Networks](http://www.thev.net/PaulLiu/download/p209-truong.pdf) | PLDI 2016 | Shoumik | | 03/17/2017 | [Brook for GPUs: Stream Computing on Graphics Hardware](http://cseweb.ucsd.edu/~ravir/274/15/papers/p777-buck.pdf) | SIGGRAPH 2004 | James | | 03/24/2017 | [Learning with Drift Detection](https://link.springer.com/chapter/10.1007/978-3-540-28645-5_29) | Brazilian Symposium on Artificial Intelligence 2004 | Jonathan | | 04/07/2017 | [Understanding deep learning requires rethinking generalization](https://arxiv.org/pdf/1611.03530.pdf) | arXiv 2016 | Sahaana | | 04/14/2017 | [In-Datacenter Performance Analysis of a Tensor Processing Unit](https://drive.google.com/file/d/0Bx4hafXDDq2EMzRNcy1vSUxtcEk/view) | Google Cloud Platform Blog | Kexin | | 04/21/2017 | [Deep Neural Networks are Easily Fooled: High Confidence Predictions for Unrecognizable Images](https://arxiv.org/pdf/1412.1897.pdf) | CVPR 2015 | Daniel Kang | | 04/28/2017 | [Roofline: An Insightful Visual Performance Model for Multicore Architectures](https://cs.stanford.edu/~matei/courses/2015/6.S897/readings/roofline.pdf) | CACM, April 2009 | Deepak | | 05/5/2017 | [A Control-Theoretic Approach for Dynamic Adaptive Video Streaming over HTTP](https://web.stanford.edu/class/cs244/papers/videostreaming-sigcomm2015.pdf) | SIGCOMM 2015 | Firas | | 05/12/2017 | [Adaptive Query Processing on RAW Data](http://www.vldb.org/pvldb/vol7/p1119-karpathiotakis.pdf) | VLDB 2014 | Edward | | 05/19/2017 | [Matching Networks for One-Shot Learning](https://arxiv.org/pdf/1606.04080.pdf) | NIPS 2016 | Amirata | | 05/26/2017 | [Adversarial Transformation Networks: Learning to Generate Adversarial Examples](https://arxiv.org/pdf/1703.09387) | arXiv 2017 | Florian | | 06/2/2017 | [SoK: Cryptographically Protected Database Search](https://www.ieee-security.org/TC/SP2017/papers/110.pdf) | Oakland S&P 2017 | Saba | | 06/9/2017 | [Real-Time Machine Learning: The Missing Pieces](https://arxiv.org/pdf/1703.03924.pdf) | HotOS 2017 | James | | 06/16/2017 | [Understanding and Optimizing Asynchronous Low-Precision Stochastic Gradient Descent](https://stanford.edu/~cdesa/papers/isca2017_buckwild.pdf) | ISCA 2017 | Shoumik | | 06/27/2017 | [The Mythos of Model Interpretability](https://arxiv.org/pdf/1606.03490) | WHI @ ICML 2016 | Kai Sheng | | 07/11/2017 | [Understanding Black-box Predictions via Influence Functions](https://arxiv.org/pdf/1703.04730.pdf) | ICML 2017 | Daniel Kang | | 07/19/2017 | [Interpretable Decision Sets: A Joint Framework for Description and Prediction](https://cs.stanford.edu/people/jure/pubs/interpretable-kdd16.pdf) | KDD 2016 | Sahaana | | 07/25/2017 | [Enterprise Data Analysis and Visualization: An Interview Study](http://vis.stanford.edu/files/2012-EnterpriseAnalysisInterviews-VAST.pdf) | IEEE Visualization 2012 | Cody | | 07/25/2017 | [imMens: Real‐time Visual Querying of Big Data](https://idl.cs.washington.edu/files/2013-imMens-EuroVis.pdf) | EuroVis 2013 | Cody | | 08/01/2017 | [Controlling False Discoveries During Interactive Data Exploration](http://dl.acm.org/citation.cfm?id=3064019) | SIGMOD 2017 | Kexin | | 08/08/2017 | [ActiveClean: Interactive Data Cleaning For Statistical Modeling](https://activeclean.github.io/files/activeclean-vldb16.pdf) | VLDB 2016 | Edward | | 08/15/2017 | [Explore-by-Example: An Automatic Query Steering Framework for Interactive Data Exploration](http://www.cs.brandeis.edu/~olga/publications/sigmod14-qsteering.pdf) | SIGMOD 2014 | Firas | | 08/22/2017 | [Arrakis: The Operating System is the Control Plane](https://www.usenix.org/system/files/conference/osdi14/osdi14-paper-peter_simon.pdf) | OSDI 2014 | Shoumik | | 08/29/2017 | [EC-Cache: Load Balanced, Low-Latency Cluster Caching with Online Erasure Coding](https://www.usenix.org/system/files/conference/osdi16/osdi16-rashmi.pdf) | OSDI 2016 | Pratiksha |
