Salon

Prequel: When They Return ...

Date	Topic	Speaker	Papers	Notes
2020-10-18	Machine Learning Frameworks	linxuyalun	Clipper: A Low-Latency Online Prediction Serving System (Daniel Crankshaw, Xin Wang, and Guilio Zhou, *University of California, Berkeley*; Michael J. Franklin, *University of California, Berkeley, and The University of Chicago*; Joseph E. Gonzalez and Ion Stoica, University of California, Berkeley) [NSDI'17] Ray: A Distributed Framework for Emerging AI Applications (Philipp Moritz, Robert Nishihara, Stephanie Wang, Alexey Tumanov, Richard Liaw, Eric Liang, Melih Elibol, Zongheng Yang, William Paul, Michael I. Jordan, and Ion Stoica, UC Berkeley) [OSDI '18]	Clipper Notes
	Map Reduce	c1	MapReduce (Jeffrey Dean and Sanjay Ghemawat) [OSDI '04]	Notes/Summary
	Deep Learning	aak1247	Deep Learning Preview (Yann LeCun, Yoshua Bengio & Geoffrey Hinton)
2020-10-26	GAN	aak1247	Generative Adversarial Nets (Ian J. Goodfellow, Jean Pouget-Abadiey, Mehdi Mirza, Bing Xu, David Warde-Farley, Sherjil Ozairz, Aaron Courville, Yoshua Bengio) [NIPS Proceedings 2014]	Notes/Generative Adversarial Nets
	RDD	c1	Spark: Cluster Computing with Working Sets (Matei Zaharia, Mosharaf Chowdhury, Michael J. Franklin, Scott Shenker, Ion Stoica) [HotCloud 2010] Resilient Distributed Datasets: A Fault-Tolerant Abstraction for In-Memory Cluster Computing (Matei Zaharia, Mosharaf Chowdhury, Tathagata Das, Ankur Dave, Justin Ma, Murphy McCauley, Michael J. Franklin, Scott Shenker, Ion Stoica) [NSDI 2012]	Notes/Summary on Spark Paper Notes/Summary on RDD Paper
	Stream Processing	linxuyalun	Turbine: Facebook’s Service Management Platform for Stream Processing (Yuan Mei, Luwei Cheng, Vanish Talwar, Michael Y. Levin, Gabriela Jacques-Silva, Nikhil Simha, Anirban Banerjee, Brian Smith, Tim Williamson, Serhat Yilmaz, Weitao Chen, and Guoqiang Jerry Chen) [ICDE '20]	Notes of Turbine Slides of Turbine
2020-11-10	Stream Processing	linxuyalun	TerseCades: Efficient Data Compression in Stream Processing (Gennady Pekhimenko, University of Toronto; Chuanxiong Guo, Bytedance Inc.; Myeongjae Jeon, Microsoft Research; Peng Huang, Johns Hopkins University; Lidong Zhou, Microsoft Research) [USENIX ATC'18]	Notes of TerseCades Slides of TerseCades
	Federated Learning	Vander Chen	Federated Learning in Mobile Edge Networks: A Comprehensive Survey (Lim, Wei Yang Bryan, Nguyen Cong Luong, Dinh Thai Hoang, Yutao Jiao, Ying-Chang Liang, Qiang Yang, Dusit Niyato, and Chunyan Miao) [IEEE Communications Surveys & Tutorials 2020] Federated Machine Learning: Concept and Applications (Yang, Qiang, Yang Liu, Tianjian Chen, and Yongxin Tong) [ACM Transactions on Intelligent Systems and Technology 2019]	Notes(TBD)
	TSDB	c1	Writing a Time Series Database from Scratch
2020-11-17	Disruptor	aak1247	Disriptor 1.0 (Martin Thompson, Dave Farley, Dave Farley, Patricia Gee, Andrew Stewart)	Slides(TBD)
	2020-11-23	Serverless	linxuyalun	Cloudburst: Stateful Functions-as-a-Service (Vikram Sreekanti, Chenggang Wu, Xiayue Charles Lin, Johann Schleier-Smith, Joseph E. Gonzalez, Joseph M. Hellerstein, Alexey Tumanov) [VLDB '20]	Notes of Cloudburst Slides of Cloudburst
		2020-01-31	Retro	All	Retro	Recording of Retro

Season 1: A New Start

Date	Speaker	Topic	Reference
2021/01/31	linxuyalun	CV & Thread 1	Slides
2021/02/08	linxuyalun	CV & Thread 2	Slides
2021/02/08	VanderChen	Overview of GNN/GCN
2021/02/21	linkinpark213	Overview of Object Detection 1	Slides
2021/02/21	c1	An introduction to Category Theory	Doc
2021/03/01	Bo Qiao	An Overview of AI Ops
2021/03/01	aak1247	Valuation
2021/03/10	linxuyalun	ROP & CFI	Slides
2021/03/29	linxuyalun	Dive into istio	Slides
2021/04/06	c1	Hands on Prometheus	Doc
2021/04/06	linkinpark213	Overview of Object Detection 2	Slides
2021/04/12	All	Retro	Doc

Season 2: Order Has been Built

Date	Speaker	Topic	Reference
2021/05/06	aak1247	Intro to TiDB	Slides(TBD)
2021/05/06	VanderChen	Transcations in Spring framwork
2021/05/17	linkinpark213	Recommender Systems - Basic Algorithms	Slides
2021/05/17	c1	Category Theory - Algebra Data Types	Doc
2021/05/25	linxuyalun	A Quick View of Distributed System & Raft	Slides
2021/06/08	VanderChen	Geo-replication in Apache Pulsar	Slides
2021/06/08	aak1247	Index Structures (Hash and Tree)	Slides
2021/06/22	c1	Category Theory - Introduction of Functors	Doc
2021/06/22	linkinpark213	Recommendation Systems In Practice	Doc
2021/06/28	All	Retro	Doc

Season 3: Accumulation

Date	Speaker	Topic	Reference
2021/07/05	linxuyalun	IPC	Doc
2021/07/28	aak1247	Big Table	Doc
2021/08/12	c1	Category Theory - Functorial and Function types	Doc
2021/08/19	VanderChen	OpenStack - RPC & Common MQ Comparison	Paper Ref
2021/08/23	linkinpark213	Unsupervsed Visual Representation Learning	TBD
2021/09/02	linxuyalun	Data Store and Data Search, CLP	Doc
2021/09/09	aak1247	Spanner	Doc
2021/10/13	c1	Category Theory - Monad	Doc
2021/11/02	VanderChen	Orion: Google’s Software-Defined Networking Control Plane	Paper