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<!DOCTYPE HTML PUBLIC "-//W3C//DTD HTML 4.0 Transitional//EN">
<html>
<head>
<!-- saved from url=(0047)http://inst.eecs.berkeley.edu/~ee122/class.html -->
<title>CS 262a Lecture Schedule, Fall 2016</title>
<!-- saved from url=(0047)http://inst.eecs.berkeley.edu/~ee122/class.html -->
<!-- saved from url=(0047)http://inst.eecs.berkeley.edu/~ee122/class.html -->
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<meta http-equiv="Content-Type"
content="text/html; charset=iso-8859-1">
<meta content="MSHTML 6.00.2800.1476" name="GENERATOR">
<meta content="Ion Stoica" name="Author">
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</head>
<body bgcolor="#ffffff">
<font FACE="verdana">
<h1>Tentative Lecture Schedule</h1>
<table width="100%" bgcolor="#ffffff"
style="border:1px solid black;border-collapse:collapse;" border="1"
cellpadding="5px">
<tbody>
<tr>
<th align="center" width="1%">Lecture</th>
<th align="center" width="6%">Date</th>
<th align="center" width="15%">Topic</th>
<th align="center" width="55%"> Reading</th>
<th width="10%">Comments</th>
</tr>
<!-- 1 -->
<tr bgcolor="#ffffff">
<td valign="top" align="left">1</td>
<td valign="top" align="left">Aug 26</td>
<td valign="top" align="left">
Class overview and logistics, Quiz<br>
(<a href="https://docs.google.com/presentation/d/1al4Ks7Dgw2x__OOF0fwA7Ih35xwBLlpO/edit#slide=id.p1" target=_blank>Notes</a>)
</td>
<td valign="top" align="left"></td>
<td valign="top" align="left" width="20%"></td>
</tr>
<!-- 2 -->
<tr bgcolor="#ffffff">
<td valign="top" align="left">2</td>
<td valign="top" align="left">Aug 31</td>
<td valign="top" align="left">
Classics (I)<br>
(<a href="https://drive.google.com/file/d/16MX5j0eDAKu6YY8KBU1Q3Sbwotv3AmAw/view?usp=sharing" target=_blank>Notes</a>)
[<a href="https://docs.google.com/forms/d/1lGiQKITZZrYPVLWF38cnPT6XQ27D_D1ZMeazCsReMoo/edit" target=_blank>Review</a>]
</td>
<td valign="top" align="left">
<ul>
<li>
<a href="https://people.eecs.berkeley.edu/~brewer/cs262/unix.pdf">
The UNIX Time-Sharing System</a>
(Dennis M. Richie and Ken Thompson)
</li>
</ul>
</td>
<td valign="top" align="left" width="20%"></td>
</tr>
<!-- 3 -->
<tr bgcolor="#ffffff">
<td valign="top" align="left">3</td>
<td valign="top" align="left">Sep 2</td>
<td valign="top" align="left">
Classics (II)<br>
(<a href="https://drive.google.com/file/d/1aXoQSnDc-2meigC8iIBI9hY9_9Y9g5Kj/view?usp=sharing" target=_blank>Notes</a>)
[<a href="https://forms.gle/U1xP8kC2o7CQEGDh7" target=_blank>Review</a>]
</td>
<td valign="top" align="left">
<ul>
<li>
<a href="https://people.eecs.berkeley.edu/~brewer/cs262/SystemR-comments.pdf">
A History and Evaluation of System R</a>
(D. Chamberlin et al.)
</li>
<li>
<b>Optional:</b>
<a href="http://db.cs.berkeley.edu/papers/fntdb07-architecture.pdf">
Architecture of a Database System</a>
(Joseph M. Hellerstein, Michael Stonebraker, James Hamilton)
</li>
<li>
<b>Optional:</b>
<a href="http://www.seas.upenn.edu/~zives/cis650/papers/INGRES.PDF">
The Design and Implementation of INGRES</a>
(Michael Stonebraker, Eugene Wong, Peter Kreps and Gerald Held)
</li>
</ul>
</td>
<td valign="top" align="left" width="20%"></td>
</tr>
<!-- Labor Day -->
<tr bgcolor="#D3D3D3">
<td valign="top" align="left"></td>
<td valign="top" align="left">Sep 7</td>
<td valign="top" align="left">
<b><font color="#8B0000">Labor Day</font></b>
</td>
<td valign="top" align="left"></td>
<td valign="top" align="left" width="20%"></td>
</tr>
<!-- 4 -->
<tr bgcolor="#ffffff">
<td valign="top" align="left">4</td>
<td valign="top" align="left">Sep 9</td>
<td valign="top" align="left">Persistency (I)<br>
(<a href="https://docs.google.com/presentation/d/1g8zy_c6T9VHBQl6PIvgpW-3bsD-yMocwJU8CqIRuPD8/edit?usp=sharing" target=_blank>Paper 1 Notes</a>)
(<a href="https://docs.google.com/presentation/d/1KLVyPLQ1pGqe_2ldnonrCBOhChl8xZdUZKNg_WO8Ix4/edit?usp=sharing" target=_blank>Paper 2 Notes</a>)
[<a href="https://forms.gle/sC8upuT1JU98Zkse7" target=_blank>Review</a>]
</td>
<td valign="top" align="left">
<ul>
<li>
<a href="http://people.eecs.berkeley.edu/~brewer/cs262/FFS.pdf">
A Fast File System for UNIX</a>
(McKusick, Joy, Leffler and Fabry)
</li>
<li>
<a href="http://www.cs.wisc.edu/adsl/Publications/sba-usenix05.pdf">
Analysis and Evolution of Journaling File Systems</a>
(Prabhakaran, Arpaci-Dusseau, Arpaci-Dusseau)
</li>
<li>
<b>Optional:</b>
<a href="http://people.eecs.berkeley.edu/~brewer/cs262/LFS.pdf">
The Design and Implementation of a Log-Structured File System</a>
(Rosenblum and Ousterhout)
</li>
</ul>
</td>
<td valign="top" align="left" width="20%"></td>
</tr>
<!-- 5 -->
<tr bgcolor="#ffffff">
<td valign="top" align="left">5</td>
<td valign="top" align="left">Sep 14</td>
<td valign="top" align="left">
Layering and projects<br>
(<a href="https://docs.google.com/presentation/d/1aYkZ7MJiwGE_vqiIRi2EvhxeZ7JSkLNYbnLMnJQ32yE/edit?usp=sharing" target=_blank>Notes</a>)
[<a href="https://forms.gle/zYpQRNWMDaR79fb8A" target=_blank>Review</a>]
</td>
<td valign="top" align="left">
<ul>
<li>
<a href="https://web.mit.edu/Saltzer/www/publications/endtoend/endtoend.pdf">
End to End Arguments in System Design</a>
(Saltzer, Reed, and Clark)
</li>
<li>
Suggestions for class projects
</li>
</ul>
</td>
<td valign="top" align="left" width="20%"></td>
</tr>
<!-- 6 -->
<tr bgcolor="#ffffff">
<td valign="top" align="left">6</td>
<td valign="top" align="left">Sep 16</td>
<td valign="top" align="left">
Persistency (II)<br>
(<a href="https://docs.google.com/presentation/d/1yMMvz5vbNtHIe8BHa0IKsqCZ1yEx021B0RLKrJZ8uG4/edit?usp=sharing" target=_blank>Paper 1 Notes</a>)
(<a href="https://docs.google.com/presentation/d/1bXic9Kw5cDTYyQtkbuJPoY4QiDs0aEAdTvYJATJYxgM/edit?usp=sharing" target=_blank>Paper 2 Notes</a>)
[<a href="https://forms.gle/Sjyj6DTNhvyrvTCb6" target=_blank>Review</a>]
</td>
<td valign="top" align="left">
<ul>
<li>
<a href="https://people.eecs.berkeley.edu/~brewer/cs262/AutoRAID.pdf">
The HP AutoRAID Hierarchical Storage System</a>
(Wilkes, Golding, Staelin and Sullivan)
</li>
<li>
<a href="https://people.eecs.berkeley.edu/~brewer/cs262/lrvm.pdf">
Lightweight Recoverable Virtual Memory</a>
(M. Satyanarayanan, Henry H. Mashburn, Puneet Kumar, David C.
Steere, and James J. Kistler)
</li>
</ul>
</td>
<td valign="top" align="left" width="20%"></td>
</tr>
<!-- 7 -->
<tr bgcolor="#ffffff">
<td valign="top" align="left">7</td>
<td valign="top" align="left">Sep 21</td>
<td valign="top" align="left">
Concurrency (I)<br>
(<a href="https://docs.google.com/presentation/d/1Po8_QM1UmbIDn8L_pO7RbNec7k1aS5B4a__gpGeqmAw/edit?usp=sharing" target=_blank>Paper 1 Notes</a>)
(<a href="https://docs.google.com/presentation/d/1x_mj_88WrgM-QRqjYtTlUaeu_7_PHy95e4sTBmq2AoY/edit?usp=sharing" target=_blank>Paper 2 Notes</a>)
[<a href="https://forms.gle/2HyZHa3KknrBpmrG8" target=_blank>Review</a>]
</td>
<td valign="top" align="left">
<ul>
<li>
<a href="http://research.microsoft.com/~Gray/papers/Granularity%20of%20Locks%20and%20Degrees%20of%20Consistency%20RJ%201654.pdf">
Granularity of Locks and Degrees of Consistency in a Shared Database</a>
(Gray et al., also in the Red Book)
</li>
<li>
<a href="http://pmg.csail.mit.edu/papers/icde00.pdf">
Generalized Isolation Level Definitions</a>
(Atul Adya, Barbara Liskov, Patrick O'Neil)
</li>
<li>
<b>Optional:</b>
<a href="https://people.eecs.berkeley.edu/~brewer/cs262/Mesa.pdf">
Experience with Processes and Monitors in Mesa</a>
(Butler Lampson and David Redell)
</li>
</ul>
</td>
<td valign="top" align="left" width="20%"></td>
</tr>
<!-- 8 -->
<tr bgcolor="#ffffff">
<td valign="top" align="left">8</td>
<td valign="top" align="left">Sep 23</td>
<td valign="top" align="left">
Concurrency (II)<br>
(<a href="https://docs.google.com/presentation/d/1qzEY4YOlOHhTxcT2jA8isCdUK-UfsUCthvzmzJuzuIg/edit?usp=sharingj" target=_blank>Paper 1 Notes</a>)
(<a href="https://docs.google.com/presentation/d/1WTCT-vHT9pXxQ2895yo8_KQyX2Q4swq09c1XLeKSM68/edit?usp=sharing" target=_blank>Paper 2 Notes</a>)
[<a href="https://forms.gle/Y3aU1SnBJgFH44Eb8" target=_blank>Review</a>]
</td>
<td valign="top" align="left">
<ul>
<li>
<a href="https://arxiv.org/pdf/0907.0929.pdf">
CRDTs: Consistency without concurrency control</a>
(Shapiro et al.)
</li>
<li>
<a href="http://www.vldb.org/pvldb/vol8/p185-bailis.pdf">
Coordination Avoidance in Database Systems</a>
(Bailis et al.)
</li>
</ul>
</td>
<td valign="top" align="left" width="20%">
</td>
</tr>
<!-- 9 -->
<tr bgcolor="#ffffff">
<td valign="top" align="left">9</td>
<td valign="top" align="left">Sep 28</td>
<td valign="top" align="left">
Coordination<br>
(<a href="https://docs.google.com/presentation/d/1XoCNIta83q_N0357ZA3DiKNLToIS88Pg5KHJAfmA_Vk/edit?usp=sharing" target=_blank>Paper 1 Notes</a>)
(<a href="https://docs.google.com/presentation/d/1B9Fj46E1keqIJ3Na8QVU28ucui99aEE0pCQ5TTVSqIA/edit?usp=sharing" target=_blank>Paper 2 Notes</a>)
[<a href="https://forms.gle/cfkePzm6AqHzZs7Z8" target=_blank>Review</a>]
</td>
<td valign="top" align="left">
<ul>
<li>
<a href="http://research.microsoft.com/en-us/um/people/lamport/pubs/paxos-simple.pdf">
Paxos Made Simple</a>
(Leslie Lamport)
</li>
<li>
<a href="https://www.usenix.org/system/files/conference/atc14/atc14-paper-ongaro.pdf">
In Search of an Understandable Consensus Algorithm</a>
(Diego Ongaro and John Ousterhout)
</li>
<li>
<b>Optional:</b>
<a href="http://static.googleusercontent.com/media/research.google.com/en//archive/chubby-osdi06.pdf">
The Chubby lock service for loosely-coupled distributed systems</a>
(Mike Burrows)
</li>
</ul>
</td>
<td valign="top" align="left" width="20%"></td>
</tr>
<!-- 10 -->
<tr bgcolor="#ffffff">
<td valign="top" align="left">10</td>
<td valign="top" align="left">Sep 30</td>
<td valign="top" align="left">
Virtualization (I)<br>
(<a href="https://docs.google.com/presentation/d/1NvEhbINwISa7FX5F069lnvOy5sgJJQah8PlzGi86jKo/edit?usp=sharing" target=_blank>Paper 1 Notes</a>)
(<a href="https://docs.google.com/presentation/d/1R6tJxfdV6HGr6sBZ5ARdDUYNv0EbD1w_R-btdqkPqgY/edit?usp=sharing" target=_blank>Paper 2 Notes</a>)
[<a href="https://forms.gle/7pW9HJqBZEpyUEUA8" target=_blank>Review</a>]
</td>
<td valign="top" align="left">
<ul>
<li>
<a href="https://dl.acm.org/citation.cfm?id=265930">
Disco: Running Commodity Operating Systems on Scalable Multiprocessors</a>
(Edouard Bugnion, Scott Devine, and Mendel Rosenblum)
</li>
<li>
<a href="http://www.cl.cam.ac.uk/research/srg/netos/papers/2003-xensosp.pdf">
Xen and the Art of Virtualization</a>
(P. Barham, B. Dragovic, K Fraser, S. Hand, T. Harris, A. Ho, R.
Neugebauer, I. Pratt and A. Warfield)
</li>
</ul>
</td>
<td valign="top" align="left" width="20%">
</td>
</tr>
<!-- 11 -->
<tr bgcolor="#ffffff">
<td valign="top" align="left">11</td>
<td valign="top" align="left">Oct 5</td>
<td valign="top" align="left">
Virtualization (II)<br>
(<a href="https://docs.google.com/presentation/d/1yidIeKKJy5R1tYoPiOUFwrR_ta45lvoq3aN6f098lJk/edit?usp=sharing" target=_blank>Paper 1 Notes</a>)
(<a href="https://docs.google.com/presentation/d/1-AcIXlEEngJPv4jMwn1VTWWHQfz02d6mXIuu4VdVqS0/edit?usp=sharing" target=_blank>Paper 2 Notes</a>)
[<a href="https://forms.gle/PrqsNkpvUzCe5z8i9" target=_blank>Review</a>]
</td>
<td valign="top" align="left">
<ul>
<li>
<a href="http://www.cl.cam.ac.uk/research/srg/netos/papers/2005-migration-nsdi-pre.pdf">
Live Migration of Virtual Machines</a>
(C. Clark, K. Fraser, S. Hand, J. Hansen, E. Jul, C. Limpach, I.
Pratt, A. Warfield)
</li>
<li>
Containers (Docker):
<a href="https://ieeexplore.ieee.org/document/7095802">
An Updated Performance Comparison of Virtual Machines and Linux
Containers</a>
(Wes Felter, Alexandre Ferreira, Ram Rajamony, Juan Rubio)
</li>
</ul>
</td>
<td valign="top" align="left" width="20%"></td>
</tr>
<!-- 12 -->
<tr bgcolor="#ffffff">
<td valign="top" align="left">12</td>
<td valign="top" align="left">Oct 7</td>
<td valign="top" align="left">
Cluster Resource Management<br>
(<a href="notes/12-Mesos-Borg-Omega-k8s.pdf" target=_blank>Context Notes</a>)
(<a href="https://docs.google.com/presentation/d/16g_HC4kkJUajbdBcLNW0rk72c6sh-YjAvhfm33tt_74/edit?usp=sharing" target=_blank>Paper 1 Notes</a>)
(<a href="https://docs.google.com/presentation/d/1QWcgBLkaFqj2rVXfv6u8OZN3EHRAUwY6FoJW9Za-jhg/edit?usp=sharing" target=_blank>Paper 2 Notes</a>)
[<a href="https://forms.gle/vtHHzE7g9ngEyacX9" target=_blank>Review</a>]
</td>
<td valign="top" align="left">
<ul>
<li>
<a href="https://people.eecs.berkeley.edu/~alig/papers/mesos.pdf">
Mesos: A Platform for Fine-Grained Resource Sharing in the Data Center</a>
(B. Hindman et al.)
</li>
<li>
<a href="https://research.google.com/pubs/archive/44843.pdf">
Borg, Omega, and Kubernetes</a>
(Burns et al.)
</li>
</ul>
</td>
<td valign="top" align="left" width="20%"></td>
</tr>
<!-- 13 -->
<tr bgcolor="#ffffff">
<td valign="top" align="left">13</td>
<td valign="top" align="left">Oct 12</td>
<td valign="top" align="left">
Distributed Lookup and Key-Value Store<br>
(<a href="notes/13-Chord-Dynamo.pdf" target=_blank>Context Notes</a>)
(<a href="https://docs.google.com/presentation/d/1zvfv7WMH5WgdiRguHI-rWMv9cS2H7q1HlomnJ6oMPzo/edit?usp=sharing" target=_blank>Paper 1 Notes</a>)
(<a href="https://docs.google.com/presentation/d/1cKVFh959gE8vhe01xq4X5FtZRBVHr26IRREy05wGGFE/edit?usp=sharing" target=_blank>Paper 2 Notes</a>)
[<a href="https://forms.gle/MY5AZxBJ1oEupJCS6" target=_blank>Review</a>]
</td>
<td valign="top" align="left">
<ul>
<li>
<a href="https://pdos.csail.mit.edu/papers/chord:sigcomm01/chord_sigcomm.pdf">
Chord: A Scalable Peer-to-peer Lookup Service for Internet Applications</a>
(Ion Stoica, Robert Morris, David Karger, M. Frans Kaashoek, Hari
Balakrishnan)
</li>
<li>
<a href="http://www.allthingsdistributed.com/files/amazon-dynamo-sosp2007.pdf">
Dynamo: Amazon's Highly Available Key-value Store</a>
(Giuseppe DeCandia et al.)
</li>
</ul>
</td>
<td valign="top" align="left" width="20%"></td>
</tr>
<!-- 14 -->
<tr bgcolor="#ffffff">
<td valign="top" align="left">14</td>
<td valign="top" align="left">Oct 14</td>
<td valign="top" align="left">
Scheduling<br>
(<a href="https://docs.google.com/presentation/d/166VebQmB09gYdZfjBnmToW1-xsWDgd157599n4ZA5ME/edit?usp=sharing" target=_blank>Paper 1 Notes</a>)
(<a href="https://docs.google.com/presentation/d/1C5shCL5aoUJbeL0-cCv7XlKlj53Oam-PZG6wRSxlo2o/edit?usp=sharing" target=_blank>Paper 2 Notes</a>)
[<a href="https://forms.gle/u47SZFR8wZ6rd3iY8" target=_blank>Review</a>]
</td>
<td valign="top" align="left">
<ul>
<li>
<a href="http://www.usenix.org/publications/library/proceedings/osdi/full_papers/waldspurger.pdf">
Lottery Scheduling: Flexible Proportional-Share Resource
Management</a>
(Waldspurger and Weihl)
</li>
<li>
<a href="https://www.cs.berkeley.edu/~alig/papers/drf.pdf">
Dominant Resource Fairness: Fair Allocation of Multiple Resource
Types</a>
(Ghodsi et al.)
</li>
<li>
<b>Optional: </b>
<a href="http://citeseerx.ist.psu.edu/viewdoc/summary?doi=10.1.1.41.253">
Stride Scheduling: Deterministic Proportional-Share Resource
Management</a>
(Waldspurger and Weihl)
</li>
</ul>
</td>
<td valign="top" align="left" width="20%"></td>
</tr>
<!-- 15 -->
<tr bgcolor="#ffffff">
<td valign="top" align="left">15</td>
<td valign="top" align="left">Oct 19</td>
<td valign="top" align="left">
Distributed Storage<br>
(<a href="https://docs.google.com/presentation/d/1pVab1QmfBls8TBeSyvcUZ2RtJdmflLwPVuepvdfERP0/edit?usp=sharing" target=_blank>Paper 1 Notes</a>)
(<a href="https://docs.google.com/presentation/d/1X04Tu4ZaB9zfJ4TbaCGzpiq-0ct6rboz_GWdYfAKO7g/edit?usp=sharing" target=_blank>Paper 2 Notes</a>)
[<a href="https://forms.gle/BiQNRGoHL8nKW5tG6" target=_blank>Review</a>]
</td>
<td valign="top" align="left">
<ul>
<li>
<a href="http://static.googleusercontent.com/media/research.google.com/en//archive/gfs-sosp2003.pdf">
The Google File System</a>
(Sanjay Ghemawat, Howard Gobioff, and Shun-Tak Leung)
</li>
<li>
<a href="http://static.googleusercontent.com/media/research.google.com/en//archive/bigtable-osdi06.pdf">
Bigtable: A Distributed Storage System for Structured Data</a>
(Fay Chang et al.)
</li>
</ul>
</td>
<td valign="top" align="left" width="20%"></td>
</tr>
<!-- 16 -->
<tr bgcolor="#ffffff">
<td valign="top" align="left">16</td>
<td valign="top" align="left">Oct 21</td>
<td valign="top" align="left">
Microkernels (I)<br>
(<a href="notes/16-microkerenels-Mach-seL4.pdf" target=_blank>Context Notes</a>)
(<a href="https://docs.google.com/presentation/d/1ro9jH0-6zfXi91vsQ0FbuH-sARvEod5U4UEzCe04O74/edit?usp=sharing" target=_blank>Paper 1 Notes</a>)
(<a href="https://docs.google.com/presentation/d/1udblyFqJVHYr7iZZ3C-vT-3I8_r1FgbnEVd9L0UmDZw/edit?usp=sharing" target=_blank>Paper 2 Notes</a>)
[<a href="https://forms.gle/W5YYM1t7ffXykaJu6" target=_blank>Review</a>]
</td>
<td valign="top" align="left">
<ul>
<li>
<a href="https://amplab.github.io/cs262a-fall2016/notes/Mach.pdf">
Microkernel Operating System Architecure and Mach</a>
(D. Black et al.)
</li>
<li>
<a href="notes/sel4.pdf">
seL4: Formal Verification of an OS Kernel</a>
(G. Klein et al.)
</li>
</ul>
</td>
<td valign="top" align="left" width="20%"></td>
</tr>
<!-- 17 -->
<tr bgcolor="#ffffff">
<td valign="top" align="left">17</td>
<td valign="top" align="left">Oct 26</td>
<td valign="top" align="left">
Microkernels (II)<br>
(<a href="https://docs.google.com/presentation/d/1WSt8W9FvZXdR-uGoimyS8yOYQjzsVBjf-FN7P5N7tvo/edit?usp=sharing" target=_blank>Paper 1 Notes</a>)
(<a href="https://docs.google.com/presentation/d/1W9MPNhnQqsWLsVP0awCmuN5cVlDNJ_vn-tgGsY2UjWE/edit?usp=sharing" target=_blank>Paper 2 Notes</a>)
[<a href="https://forms.gle/27ofm6J2YuBXz21X6" target=_blank>Review</a>]
</td>
<td valign="top" align="left">
<ul>
<li>
<a href="http://www.cs.cornell.edu/people/egs/papers/spin-tr94-03-03.pdf">
SPIN: An Extensible Microkernel for Application-specific
Operating System Services</a>
</li>
<li>
<a href="https://pdos.csail.mit.edu/6.828/2008/readings/engler95exokernel.pdf">
Exokernel: An Operating System Architecture for Application-Level
Resource Management</a>
(D. Engler et al.)
</li>
</ul>
</td>
<td valign="top" align="left" width="20%"></td>
</tr>
<!-- 18 -->
<tr bgcolor="#ffffff">
<td valign="top" align="left">18</td>
<td valign="top" align="left">Oct 28</td>
<td valign="top" align="left">
Serverless Computing<br>
(<a href="notes/18-serverless.pdf" target=_blank>Context Notes</a>)
(<a href="https://docs.google.com/presentation/d/1gQglFtLuBr-qfbnv1Y85EsMsIdetAQD7hch7SeOGpUQ/edit?usp=sharing" target=_blank>Paper 1 Notes</a>)
(<a href="https://docs.google.com/presentation/d/123WuYT5L0nIAJtxBAPnDPF-u394nJamBtJWh7PFBuJQ/edit?usp=sharing" target=_blank>Paper 2 Notes</a>)
[<a href="https://forms.gle/vuojLFjRyPcXvxeq6" target=_blank>Review</a>]
</td>
<td valign="top" align="left">
<ul>
<li>
<a href="https://www2.eecs.berkeley.edu/Pubs/TechRpts/2019/EECS-2019-3.pdf">
Cloud Programming Simplified: A Berkeley View on Serverless Computing</a>
(Jonas et al.)
</li>
<li>
<a href="http://www.vldb.org/pvldb/vol13/p2438-sreekanti.pdf">
Cloudburst: Stateful Functions-as-a-Service</a>
(Sreekanti et al.)
</li>
<li>
<b>Optional:</b>
<a href="https://aws.amazon.com/lambda/">AWS Lambdas</a>
</li>
</ul>
</td>
<td valign="top" align="left" width="20%"></td>
</tr>
<!-- 19 -->
<tr bgcolor="#ffffff">
<td valign="top" align="left">19</td>
<td valign="top" align="left">Nov 2</td>
<td valign="top" align="left">
Parallel Programming<br>
(<a href="https://docs.google.com/presentation/d/144O5kbIW3Aco5M5LVoRz7eykn-XcWm_ylAbQ6R77-bc/edit?usp=sharing" target=_blank>Paper 1 Notes</a>)
(<a href="https://docs.google.com/presentation/d/1CblSqiCMmXW5untTqv1paPGK-mwTiKGm1noQLGJTdKw/edit?usp=sharing" target=_blank>Paper 2 Notes</a>)
[<a href="https://forms.gle/FC1fcWNvY5WfWpQQ8" target=_blank>Review</a>]
</td>
<td valign="top" align="left">
<ul>
<li>
<a href="https://talks.golang.org/2012/splash.article">
Go at Google: Language Design in the Service of Software
Engineering</a>
(Rob Pike)
</li>
<li>
<b>Optional:</b><a href="https://tour.golang.org/concurrency/1">
Try out Goroutines! </a>
</li>
<li>
<a href="http://erlang.org/download/armstrong_thesis_2003.pdf">
Erlang: Making reliable distributed systems in the presence of
software errors</a>
(Joe Armstrong), look at chapters 2 and 4
</li>
</ul>
</td>
<td valign="top" align="left" width="20%"></td>
</tr>
<!-- 20 -->
<tr bgcolor="#ffffff">
<td valign="top" align="left">20</td>
<td valign="top" align="left">Nov 4</td>
<td valign="top" align="left">
Distributed Systems (I)<br>
(<a href="https://docs.google.com/presentation/d/15hzqHlktJ6onjcVNXCVXgabYdSbVvpQHqAnYcZLFOZw/edit?usp=sharing" target=_blank>Paper 1 Notes</a>)
(<a href="https://docs.google.com/presentation/d/1iYtKJUqWt238OtTcGWQJBoXu8x9Z4KXzA6Kgq63Udps/edit?usp=sharing" target=_blank>Paper 2 Notes</a>)
[<a href="https://forms.gle/3qBZDpDR8qH2dLLc6" target=_blank>Review</a>]
</td>
<td valign="top" align="left">
<ul>
<li>
<a href="http://static.googleusercontent.com/media/research.google.com/en//archive/mapreduce-osdi04.pdf">
MapReduce: Simplified Data Processing on Large Clusters</a>
(Jeffrey Dean and Sanjay Ghemawat)
</li>
<li>
<a href="https://www.usenix.org/legacy/event/hotcloud10/tech/full_papers/Zaharia.pdf">
Spark: Cluster Computing with Working Sets</a>
(Matei Zaharia, Mosharaf Chowdhury, Michael J. Franklin, Scott
Shenker, Ion Stoica)
</li>
</ul>
</td>
<td valign="top" align="left" width="20%"></td>
</tr>
<!-- 21 -->
<tr bgcolor="#ffffff">
<td valign="top" align="left">21</td>
<td valign="top" align="left">Nov 9</td>
<td valign="top" align="left">
Distributed Systems (II)<br>
(<a href="notes/21-MPI-and-Ray.pdf" target=_blank>Context Notes</a>)
(<a href="https://docs.google.com/presentation/d/1gZW2gc4VMZxlnJ4VxjM60I89wXPwkhFV3oiC5lTZY0k/edit?usp=sharing" target=_blank>Paper 1 Notes</a>)
(<a href="https://docs.google.com/presentation/d/1aSwkAGjlxM8dIUB9DXl14HbFIJGVTRPZPFfp9VyWbrs/edit?usp=sharing" target=_blank>Paper 2 Notes</a>)
[<a href="https://forms.gle/QCP2GAzsYRwyWNLe8" target=_blank>Review</a>]
</td>
<td valign="top" align="left" width="20%">
<ul>
<li>
<a href="notes/MPI.pdf">
A High-Performance, Portable Implementation of the MPI Message Passing Interface Standard</a>
(William Gropp et al.)
</li>
<li>
<a href="https://arxiv.org/pdf/1712.05889.pdf">
Ray: A Distributed Framework for Emerging AI Applications</a>
(Moritz et al.)
</li>
</ul>
</td>
<td valign="top" align="left" width="20%"></td>
</tr>
<!-- Veterans Day -->
<tr bgcolor="#D3D3D3">
<td valign="top" align="left"></td>
<td valign="top" align="left">Nov 11</td>
<td valign="top" align="left">
<b><font color="#8B0000">Veterans Day</font></b>
</td>
<td valign="top" align="left"></td>
<td valign="top" align="left" width="20%"></td>
</tr>
<!-- 22 -->
<tr bgcolor="#ffffff">
<td valign="top" align="left">22</td>
<td valign="top" align="left">Nov 16</td>
<td valign="top" align="left">
Model Training and Serving<br>
(<a href="https://docs.google.com/presentation/d/19qOrqy2Wr6mrIf8Z2bGnZbNiO78VDpT0RgHa8-LJxiQ/edit?usp=sharing" target=_blank>Paper 1 Notes</a>)
(<a href="https://docs.google.com/presentation/d/1Ld_7QL_byP0vcKo4qnsC8GLyK_8za2IJZbn6iKOPXEs/edit?usp=sharing" target=_blank>Paper 2 Notes</a>)
[<a href="https://forms.gle/P7PsFM9sPj5J8JC57" target=_blank>Review</a>]
</td>
<td valign="top" align="left" width="20%">
<ul>
<li>
<a href="https://www.usenix.org/system/files/conference/osdi16/osdi16-abadi.pdf">
TensorFlow: A system for large-scale machine learning</a>
(Abadi et al.)
</li>
<li>
<b>Optional:</b>
<a href="https://github.com/pytorch/pytorch">
PyTorch</a>
</li>
<li>
<a href="https://www.usenix.org/system/files/conference/nsdi17/nsdi17-crankshaw.pdf">
Clipper: A Low-Latency Online Prediction Serving System</a>
(Crankshaw et al.)
</li>
</ul>
<td valign="top" align="left" width="20%"></td>
</tr>
<!-- 23 -->
<tr bgcolor="#ffffff">
<td valign="top" align="left">23</td>
<td valign="top" align="left">Nov 18</td>
<td valign="top" align="left">
Distributed Model Training<br>
(<a href="https://docs.google.com/presentation/d/1F70DaTIua9ZaZArtkafrX2B1OdnNE50Aib4EJu2HKxk/edit?usp=sharing" target=_blank>Paper 1 Notes</a>)
(<a href="https://docs.google.com/presentation/d/1RnWkV7zLUQSPRBq6iuC3vY3x-Qi5Sei444Nj-jE0AY0/edit?usp=sharing" target=_blank>Paper 2 Notes</a>)
[<a href="https://forms.gle/pkVhruk7K45tt8jw8" target=_blank>Review</a>]
</td>
<td valign="top" align="left" width="20%">
<ul>
<li>
<a href="https://arxiv.org/abs/1909.08053">
Megatron-LM: Training Multi-Billion Parameter Language Models
Using Model Parallelism</a>
(Shoeby et al.)
</li>
<li>
<a href="https://arxiv.org/pdf/1910.02054.pdf">
ZeRO: Memory Optimizations Toward Training Trillion Parameter
Models</a>
(Rajbhandari et al.)
(<a href="https://www.microsoft.com/en-us/research/blog/zero-2-deepspeed-shattering-barriers-of-deep-learning-speed-scale/">
blog post</a>)
</li>
</ul>
<td valign="top" align="left" width="20%"></td>
</tr>
<!-- 24 -->
<tr bgcolor="#ffffff">
<td valign="top" align="left">24</td>
<td valign="top" align="left">Nov 23</td>
<td valign="top" align="left">
Lakehouses<br>
(<a href="https://docs.google.com/presentation/d/1kyRs8IshLTc6srAF1f7_1fl_mH-LYXQqqGdb4TBbOIk/edit?usp=sharing" target=_blank>Paper 1 Notes</a>)
(<a href="https://docs.google.com/presentation/d/1S67M66oJ3YFOTlz1SgvT4jZ-RUZLEKs8Koo_5NwlSgM/edit?usp=sharing" target=_blank>Paper 2 Notes</a>)
[<a href="https://forms.gle/MAEn3qdfPiE25QmG9" target=_blank>Review</a>]
</td>
<td valign="top" align="left" width="20%">
<ul>
<li>
<a href="http://www.vldb.org/pvldb/vol13/p3411-armbrust.pdf">
Delta Lake: High-Performance ACID Table Storage over Cloud Object Stores</a>
(Armbrust et al.)
</li>
<li>
<a href="http://www.vldb.org/pvldb/vol13/p3204-saborit.pdf">
POLARIS: The Distributed SQL Engine in Azure Synapse</a>
(Aguilar-Saborit et al.)
</li>
</ul>
<td valign="top" align="left" width="20%"></td>
</tr>
<!-- Non-Instructional Day -->
<tr bgcolor="#D3D3D3">
<td valign="top" align="left"></td>
<td valign="top" align="left">Nov 25</td>
<td valign="top" align="left">
<b><font color="#8B0000">Non-Instructional Day</font></b>
</td>
<td valign="top" align="left"></td>
<td valign="top" align="left" width="20%"></td>
</tr>
<!-- 25 -->
<tr bgcolor="#ffffff">
<td valign="top" align="left">25</td>
<td valign="top" align="left">Nov 30</td>
<td valign="top" align="left">
Security (I)<br>
(<a href="notes/25-histar.pdf" target=_blank>Context Notes</a>)
(<a href="https://docs.google.com/presentation/d/1wa67eXKIpvgssO3sMsSB8pMjCSBMuL2vIx7b09Ljygc/edit?usp=sharing" target=_blank>Paper 1 Notes</a>)
(<a href="notes/fscq.pdf" target=_blank>Paper 2 Notes</a>)
[<a href="https://forms.gle/nCwgyq3iRFtd9jai6" target=_blank>Review</a>]
</td>
<td valign="top" align="left" width="20%">
<ul>
<li>
<a href="https://people.csail.mit.edu/nickolai/papers/zeldovich-histar.pdf">
Making Information Flow Explicit in HiStar</a>
(Zeldovich et al.)
</li>
<li>
<a href="https://people.csail.mit.edu/nickolai/papers/chen-fscq.pdf">
Using Crash Hoare Logic for Certifying the FSCQ File System</a>
(Chen et al.)
</li>
</ul>
<td valign="top" align="left" width="20%"></td>
</tr>
<!-- 26 -->
<tr bgcolor="#ffffff">
<td valign="top" align="left">26</td>
<td valign="top" align="left">Dec 2</td>
<td valign="top" align="left">Security (II)<br>
(<a href="notes/26-Class-Summary.pdf" target=_blank>Class Summary</a>)
(<a href="https://docs.google.com/presentation/d/1ZQkwOLBWdVYpUBMBwn3oCPN9dqdfpkfytTJZWAuyRxA/edit?usp=sharing" target=_blank>Paper 1 Notes</a>)
(<a href="https://docs.google.com/presentation/d/182LnWC2kBPT63fTOjWJ6CA31eIOkHOjPzYlH8CzFXLE/edit?usp=sharing" target=_blank>Paper 2 Notes</a>)
[<a href="https://forms.gle/LBNkx8Zdkz5PNwfW8" target=_blank>Review</a>]
</td>
<td valign="top" align="left" width="20%">
<ul>
<li>
<a href="https://people.csail.mit.edu/nickolai/papers/popa-cryptdb.pdf">
CryptDB: Protecting Confidentiality with Encrypted Query Processing</a>
(Popa et al.)
</li>
<li>
<a href="https://www.usenix.org/system/files/conference/nsdi17/nsdi17-zheng.pdf">
Opaque: An Oblivious and Encrypted Distributed Analytics Platform</a>
(Zheng et al.)
</li>
</ul>
<td valign="top" align="left" width="20%"></td>
</tr>
<!-- Poster Session -->
<tr bgcolor="#ffffff">
<td valign="top" align="left"></td>
<td valign="top" align="left">Dec 16</td>
<td valign="top" align="left">
<b>Poster session</b>, 9:00am - 11:00am
</td>
<td valign="top" align="left"><a href="file"></td>
<td valign="top" align="left" width="20%"></td>
</tr>
<!-- Final Report Due -->
<tr bgcolor="#ffffff">
<td valign="top" align="left"></td>
<td valign="top" align="left">Dec 18</td>
<td valign="top" align="left">
<b>Final report due (11:59:59pm)</b>
</td>
<td valign="top" align="left"><a href="file"></td>
<td valign="top" align="left" width="20%"></td>
</tr>
</tbody>
</table>
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