Future Data Systems Reading Group

Date	Title	Venue	Presenter
3/30/2016	You and Your Research by Richard Hamming	Bell Communications Research Colloquium Seminar, 1986	Peter
4/6/2016	CellIQ : Real-Time Cellular Network Analytics at Scale	NSDI 2015	Peter
4/13/2016	SEEDB: Efficient Data-Driven Visualization Recommendations to Support Visual Analytics	VLDB 2016	Kexin
4/21/2016	Trill: A High-Performance Incremental Query Processor for Diverse Analytics	VLDB 2015	Todd
4/27/2016	Knowing When You’re Wrong: Building Fast and Reliable Approximate Query Processing Systems	SIGMOD 2014	Edward
5/04/2016	Automating Model Search for Large Scale Machine Learning	SoCC 2015	Sahaana
5/11/2016	The Scalable Commutativity Rule: Designing Scalable Software for Multicore Processors	SOSP 2013	Vivek
5/18/2016	AutoPlait: Automatic Mining of Co-evolving Time Sequences	SIGMOD 2014	Vayu
5/25/2016	MacroBase: Analytic Monitoring for the Internet of Things	arXiv 2016	Peter
6/2/2016	Designing for Situation Awareness: An Approach to User-Centered Design, Chapters 8 & 9	CRC Press 2011	Kexin
6/8/2016	Searching and Mining Trillions of Time Series Subsequences under Dynamic Time Warping	KDD 2012	Edward
6/15/2016	CarTel: A Distributed Mobile Sensor Computing System	SenSys 2006	Sahaana
6/22/2016	DBSherlock: A Performance Diagnostic Tool for Transactional Databases	SIGMOD 2016	Firas
7/1/2016	Arx: A Strongly Encrypted Database System	IACR 2016	Todd
7/6/2016	Sharing-Aware Outlier Analytics over High-Volume Data Streams	SIGMOD 2016	Kexin
7/13/2016	Readings in Database Systems, 5th ed., Chapter 5		Sahaana
7/20/2016 7/27/2016	SqueezeNet: AlexNet-level accuracy with 50x fewer parameters and <0.5MB model size	arXiv 2016	Firas
8/3/2016	SLiMFast: Guaranteed Results for Data Fusion and Source Reliability	SIGMOD 2017	Firas
8/10/2016	Gorilla: A Fast, Scalable, In-Memory Time Series Database	VLDB 2015	Kexin
8/17/2016	Time, Clocks, and the Ordering of Events in a Distributed System	Communications of the ACM 1978	Peter
8/24/2016	Automating the Choice of Consistency Levels in Replicated Systems	USENIX ATC 2014	Sahaana
8/31/2016	The Homeostasis Protocol: Avoiding Transaction Coordination Through Program Analysis	SIGMOD 2015	Todd
9/7/2016	A DNA-Based Archival Storage System	ASPLOS 2016	Sahaana
9/14/2016	The Good, the Bad, the Differences: Better Network Diagnostics with Differential Provenance	SIGCOMM 2016	Shoumik
9/21/2016	Hails: Protecting Data Privacy in Untrusted Web Applications	OSDI 2012	Deepak
9/28/2016	Fast and Accurate Performance Analysis of LTE Radio Access Networks	arXiv 2016	Edward
10/5/2016	Why Should I Trust You?” Explaining the Predictions of Any Classifier	KDD 2016	Kexin
10/19/2016	Biscuit: a framework for near-data processing of big data workloads	ISCA 2016	James
10/26/2016	Googles Neural Machine Translation System: Bridging the Gap between Human and Machine Translation	arXiv 2016	Tony
11/16/2016	Designing Software for Ease of Extension and Contraction	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	PLDI 2013	John
12/07/2016	Slicer: Auto-Sharding for Datacenter Applications	OSDI 2016	Deepak
12/13/2016	Network Requirements for Resource Disaggregation	OSDI 2016	Shoumik
01/18/2017	DQBarge: Improving Data-Quality Tradeoffs in Large-Scale Internet Services	OSDI 2016	Kexin
01/27/2017	Ibex—An Intelligent Storage Engine with Support for Advanced SQL Off-loading	VLDB 2014	Deepak
02/03/2017	YOLO9000: Better, Faster, Stronger	??	Daniel
02/10/2017	Generative Adversarial Nets	NIPS 2014	Cody
02/17/2017	Learning to learn by gradient descent by gradient descent	NIPS 2016	Firas
02/24/2017	VC3: Trustworthy Data Analytics in the Cloud using SGX	Security & Privacy 2015	Dima
03/03/2017	Approximated and User Steerable tSNE for Progressive Visual Analytics	IEEE Visualization 2016	Edward
03/10/2017	Latte: A Language, Compiler, and Runtime for Elegant and Efficient Deep Neural Networks	PLDI 2016	Shoumik
03/17/2017	Brook for GPUs: Stream Computing on Graphics Hardware	SIGGRAPH 2004	James
03/24/2017	Learning with Drift Detection	Brazilian Symposium on Artificial Intelligence 2004	Jonathan
04/07/2017	Understanding deep learning requires rethinking generalization	arXiv 2016	Sahaana
04/14/2017	In-Datacenter Performance Analysis of a Tensor Processing Unit	Google Cloud Platform Blog	Kexin
04/21/2017	Deep Neural Networks are Easily Fooled: High Confidence Predictions for Unrecognizable Images	CVPR 2015	Daniel Kang
04/28/2017	Roofline: An Insightful Visual Performance Model for Multicore Architectures	CACM, April 2009	Deepak
05/5/2017	A Control-Theoretic Approach for Dynamic Adaptive Video Streaming over HTTP	SIGCOMM 2015	Firas
05/12/2017	Adaptive Query Processing on RAW Data	VLDB 2014	Edward
05/19/2017	Matching Networks for One-Shot Learning	NIPS 2016	Amirata
05/26/2017	Adversarial Transformation Networks: Learning to Generate Adversarial Examples	arXiv 2017	Florian
06/2/2017	SoK: Cryptographically Protected Database Search	Oakland S&P 2017	Saba
06/9/2017	Real-Time Machine Learning: The Missing Pieces	HotOS 2017	James
06/16/2017	Understanding and Optimizing Asynchronous Low-Precision Stochastic Gradient Descent	ISCA 2017	Shoumik
06/27/2017	The Mythos of Model Interpretability	WHI @ ICML 2016	Kai Sheng
07/11/2017	Understanding Black-box Predictions via Influence Functions	ICML 2017	Daniel Kang
07/19/2017	Interpretable Decision Sets: A Joint Framework for Description and Prediction	KDD 2016	Sahaana
07/25/2017	Enterprise Data Analysis and Visualization: An Interview Study	IEEE Visualization 2012	Cody
07/25/2017	imMens: Real‐time Visual Querying of Big Data	EuroVis 2013	Cody
08/01/2017	Controlling False Discoveries During Interactive Data Exploration	SIGMOD 2017	Kexin
08/08/2017	ActiveClean: Interactive Data Cleaning For Statistical Modeling	VLDB 2016	Edward
08/15/2017	Explore-by-Example: An Automatic Query Steering Framework for Interactive Data Exploration	SIGMOD 2014	Firas
08/22/2017	Arrakis: The Operating System is the Control Plane	OSDI 2014	Shoumik
08/29/2017	EC-Cache: Load Balanced, Low-Latency Cluster Caching with Online Erasure Coding	OSDI 2016	Pratiksha