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<!doctype html>
<head>
<html lang="en">
<title>6.5810 Fall 2023</title>
</head>
<body>
<h1>6.5810 (F2023): Operating Systems Research Seminar: Serverless computing</h1>
<p>6.5810 is a graduate-level seminar-style class focused on research
in operating systems. It assumes you have
taken <a href="https://pdos.csail.mit.edu/6.S081/2022/">6.1810</a>
or an equivalent undergrad OS class. The topic of this year's seminar
is serverless computing; so, if you have
taken <a href="https://pdos.csail.mit.edu/6.824/">6.5840</a>, that is
ok too. Each student will lead discussion of one or more papers, and
design and build a substantial project in the area of serverless
computing. See <a href="logistics.html">logistics</a> for the format
of the class.
<h2>Schedule</h2>
<table>
<tr style="background-color:#F9F9F9">
<th>
<b>Date</b>
</th>
<th>
<b>Paper</b>
</th>
<th>
<b>Deadline (11:59pm)</b>
</th>
</tr>
<tr style="background-color:#FFF2F2">
<td colspan="3" style="text-align:center;"><b>Topic: intro</b></td>
</tr>
<tr>
<td>
Wed 9/6
</td>
<td>
<a href="tutorial.html">SigmaOS tutorial</a>,
<a href="https://www.usenix.org/system/files/atc19-duplyakin_0.pdf">The
Design and Operation of CloudLab</a>
</td>
<td>
Sign up for papers
</td>
</tr>
<tr style="background-color:#FFF2F2">
<td colspan="3" style="text-align:center;"><b>Topic: programming serverless</b></td>
</tr>
<tr>
<td>
Mon 9/11
</td>
<td>
<a href="https://www.usenix.org/system/files/nsdi19-pu.pdf">Shuffling,
Fast and Slow: Scalable Analytics on Serverless Infrastructure
(2019) (bsdinis)</a>
</td>
<td> Complete the local dev tutorial (01_local_dev.md) and the
first two exercises of the API tutorial (03_sigmaos_api.md)
</td>
</tr>
<tr>
<td>
Wed 9/13
</td>
<td>
<a href="https://www.usenix.org/system/files/atc19-fouladi.pdf">From
Laptop to Lambda: Outsourcing Everyday Jobs to Thousands of
Transient Functional Containers (2019) (finnw) </a>
</td>
<td>
Complete the API tutorial (03_sigmaos_api.md)
</td>
</tr>
<tr>
<td>
Mon 9/18
</td>
<td>
<a href="https://dl.acm.org/doi/pdf/10.1145/3419111.3421277">Kappa: a
programming framework for serverless computing (2020) (kosinw)</a>
</td>
</tr>
<tr>
<td>
Wed 9/20
</td>
<td>
<a href="https://dl.acm.org/doi/pdf/10.1145/3477132.3483541">Boki:
Stateful Serverless Computing with Shared Logs (2021) (opheliaz)</a>
</td>
<td>
Project proposal
</td>
</tr>
<tr style="background-color:#FFF2F2">
<td colspan="3" style="text-align:center;"><b>Topic: implementing serverless containers</b></td>
</tr>
<tr>
<td>
Mon 9/25
</td>
<td>
<a href="https://www.usenix.org/system/files/nsdi20-paper-agache.pdf">Firecracker:
Lightweight Virtualization for Serverless Applications (wliu1)</a>
</td>
</tr>
<tr>
<td>
Wed 9/27
</td>
<td>
<a href="https://dl.acm.org/doi/pdf/10.1145/3381052.3381315">Blending
Containers and Virtual Machines: A Study of Firecracker and gVisor
(2020) (wdale)</a>
</td>
</tr>
<tr>
<td>
Mon 10/2
</td>
<td>
<a href="https://www.usenix.org/system/files/atc20-shillaker.pdf">Faasm:
Lightweight Isolation for Efficient Stateful Serverless Computing
(2020) (je28262)</a>
</td>
<td>
Project design report
</td>
</tr>
<tr>
<td>
Wed 10/4
</td>
<td>
Project conferences (1)
</td>
</tr>
<tr>
<td>
Mon 10/9
</td>
<td>
Indigenous Peoples' Day — holiday.
</td>
</tr>
<tr>
<td>
Wed 10/11
</td>
<td>
Project conferences (1)
</td>
</tr>
<tr style="background-color:#FFF2F2">
<td colspan="3" style="text-align:center;"><b>Topic: running serverless containers</b></td>
</tr>
<tr>
<td>
Mon 10/16
</td>
<td>
<a href="https://www.usenix.org/system/files/atc23-brooker.pdf">On-demand
Container Loading in AWS Lambda (2023) (kevinsu)</a>
</td>
</tr>
<tr>
<td>
Wed 10/18
</td>
<td>
<a href="https://www.usenix.org/system/files/atc20-shahrad.pdf">
Serverless in the Wild: Characterizing and Optimizing the Serverless
Workload at a Large Cloud Provider (2020) (kschen)</a>
</td>
</tr>
<tr>
<td>
Mon 10/23
</td>
<td>
Work on project
</td>
</tr>
<tr>
<td>
Wed 10/25
</td>
<td>
Work on project
</td>
<td>
Project implementation status report
</td>
</tr>
<tr>
<td>
Mon 10/30
</td>
<td>
<a href="https://www.microsoft.com/en-us/research/uploads/prod/2021/09/sosp21-final604.pdf">Faster
and cheaper serverless computing on harvested resources (2021) (ananyaj)</a>
</td>
<td>
<td>
</tr>
<tr style="background-color:#FFF2F2">
<td colspan="3" style="text-align:center;"><b>Topic: serverless and storage</b></td>
</tr>
<tr>
<td>
Wed 11/1
</td>
<td>
<a href="http://www.vldb.org/pvldb/vol13/p2438-sreekanti.pdf">Cloudburst:
Stateful Functions-as-a-Service (2020) (jeremyhs) </a>
</td>
</tr>
<tr>
<td>
Mon 11/6
</td>
<td>
<a href="https://www.usenix.org/system/files/osdi18-klimovic.pdf">Pocket:
elastic ephemeral storage for serverless analytics (2018) (hmng)</a>
</td>
</tr>
<tr>
<td>
Wed 11/8
</td>
<td>
<a href="https://dl.acm.org/doi/pdf/10.1145/3318464.3380609">Starling:
a scalable query engine on cloud functions (2020) (annaad) </a>
</td>
</tr>
<tr>
<td>
Mon 11/13
</td>
<td>
<a href="https://arxiv.org/pdf/2208.13068">Apiary: A DBMS-Integrated
Transactional Function-as-a-Service Framework (2022) (pkafle)</a>
</td>
<td>
Project initial result report
</td>
</tr>
<tr>
<td>
Wed 11/15
</td>
<td>
Project conferences (2)
</td>
<tr>
<tr>
<td>
Mon 11/20
</td>
<td>
Project conferences (2)
</td>
</tr>
<tr style="background-color:#FFF2F2">
<td colspan="3" style="text-align:center;"><b>Topic: fast start</b></td>
</tr>
<tr>
<td>
Wed 11/22
</td>
<td>
<a href="https://www.usenix.org/system/files/nsdi21-wang.pdf">Ownership:
A Distributed Futures System for Fine-Grained Tasks (2021) (bsdinis)</a>
</td>
</tr>
<tr>
<td>
Mon 11/27
</td>
<td>
<a href="https://dl.acm.org/doi/pdf/10.1145/3445814.3446701">Nightcore:
efficient and scalable serverless computing for latency-sensitive,
interactive microservices (2021) (mkiley)</a>
</td>
</tr>
<tr>
<td>
Wed 11/29
</td>
<td>
<a href="https://www.usenix.org/system/files/osdi23-wei-rdma.pdf">No
Provisioned Concurrency: Fast RDMA-codesigned Remote Fork for
Serverless Computing (2023) (darrenl)</a>
</td>
</tr>
<tr style="background-color:#FFF2F2">
<td colspan="3" style="text-align:center;"><b>Topic: resource utilization</b></td>
</tr>
<tr>
<td>
Mon 12/4
</td>
<td>
<a href="https://abelay.github.io/6828seminar/papers/weiner:tmo.pdf">TMO:
Transparent Memory Offloading in Datacenters (2022) (ayz)</a>
</td>
</tr>
<tr>
<td>
Wed 12/6
</td>
<td>
<a href="https://www.usenix.org/system/files/nsdi23-ruan.pdf">Nu: Achieving
Microsecond-Scale Resource Fungibility with Logical Processes (2023)
(bencw12)</a>
</td>
</tr>
<tr>
<td>
Fri 12/8
</td>
<td>
</td>
<td>
Project final report
</td>
</tr>
<tr>
<td>
Mon 12/11
</td>
<td>
Project presentations
</td>
</tr>
<tr>
<td>
Wed 12/13
</td>
<td>
Project presentations
</td>
</tr>
</table>
<h2>References</h2>
<a href="https://cacm.acm.org/magazines/2021/5/252179-what-serverless-computing-is-and-should-become/fulltext">What Serverless Computing Is and Should Become: The Next
Phase of Cloud Computing (2021)</a>
<br>
<a href="https://www.usenix.org/system/files/osdi20-zhang_haoran.pdf">Fault-tolerant
and transactional stateful and serverless workflows (2020)</a>
<br>
<a href="https://dl.acm.org/doi/pdf/10.1145/3530892">WISEFUSE: Workload Characterization and DAG Transformation for Serverless Workflows</a>
</html>