Cornell Talk Notes
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<!doctype html>
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<html lang="en">
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<head>
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<meta charset="utf-8">
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<title>Just-in-Time Data Structures</title>
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<meta name="description" content="Small Data">
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<meta name="author" content="Oliver Kennedy">
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<a href="http://www.buffalo.edu" target="_blank">
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<div style="float: left; margin-top: 15px; ">
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Exploring <u><b>O</b></u>nline <u><b>D</b></u>ata <u><b>In</b></u>teractions
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<a href="https://odin.cse.buffalo.edu" target="_blank">
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<section>
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<!-- Credits... introduce everyone, etc... -->
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<section>
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<h2>Just-in-Time Data Structures</h2>
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<h4>Oliver Kennedy</h4>
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<h4><a href="mailto:okennedy@buffalo.edu">okennedy@buffalo.edu</a></h4>
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<td width="150px"><img src="graphics/saurav.jpg" height="150px"/></td>
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<td width="150px"><img src="graphics/darshana.jpg" height="150px"/></td>
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<td width="150px"><img src="graphics/hank.jpg" height="150px"/></td>
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<td width="150px"><img src="graphics/ankur.jpg" height="150px"/></td>
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<td width="150px"><img src="graphics/luke.png" height="150px"/></td>
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<tr style="font-size: smaller;">
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<td>Saurav Singhi</td>
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<td>Darshana Balakrishnan<br/</td>
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<td>Hank Lin</td>
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<td>Ankur Upadhyay</td>
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<td>Lukasz Ziarek</td>
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<tr style="font-size: small;">
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<td>(PhD In Progress)</td>
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<td>(MS In Progress)</td>
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<td>(BS 2017)</td>
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<td>(MS 2014)</td>
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<td>(Asst. Prof @ UB)</td>
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</section>
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</section>
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<section>
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<!-- Establish the setting:
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- Data Structures are a game of trade-offs.
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- Which structure is best? Well, it depends!
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- Specific data structures lock you in to a specific set of tradeoffs:
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- Read vs Write
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- Batch vs Individual Updates
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- Scan vs Lookup vs Range Queries
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-->
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</section>
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<section>
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<!-- Get deeper in to the problem:
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- Dynamic workloads: (E.g., Data Loading -> Data access || Regional Differences in Access Patterns)
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- State of the art:
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- Option 1: Trash the old data structure and build a new one (and you're left twiddling your thumbs while you wait)
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- Option 2: Design a data structure *specifically* for your transitional needs (e.g., LSM trees)
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- What would it take to allow a data structure to incrementally transition from one set of tradeoffs to another one?
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- Challenge: We have no way to work with, or even to describe such an "intermediate" data structure in the middle of transitioning
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- Talk outline:
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- A Universal Data Structure Instance description language
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- Accessing and Modifying Static Data Structures
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- Optimizing Static Data Structures
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- Dynamic Data
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- Policy Discovery and Optimization
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-->
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<section>
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<!-- A Universal Data Structure Instance description language
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- Initial goal: Describing an instance of a data structure at one specific point in time.
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- Approach: Commonalities between different data structures... standard patterns
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- [X] U [Y]
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- Record
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- Generalizations:
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- Repetition (requires array notation)
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- Language (CFG for data structure instances)
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- Examples (borrow from paper?)
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-->
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</section>
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<section>
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<!-- Accessing Static Data Structures
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- Queries as morphisms on the language
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- Enumeration + Pop
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- Lookups
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- Scans
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- Do the minimum work possible: Linked List
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<section>
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<!-- Optimizing Static Data Structures
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- Pattern + Replacement Language
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<section>
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<!-- Policy Discovery and Optimization
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- Purely Heuristic Design: Cracker Index / Transition Policy / Splay Trees
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- Assisted Discovery: Parameterized Search Space + Cost Model
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.reveal h1, .reveal h2, .reveal h3, .reveal h4, .reveal h5, .reveal h6, .reveal .headertext {
|
||||||
|
margin: 0 0 20px 0;
|
||||||
|
color: #000;
|
||||||
|
font-family: 'News Cycle', Impact, sans-serif;
|
||||||
|
font-weight: normal;
|
||||||
|
line-height: 1.2;
|
||||||
|
letter-spacing: normal;
|
||||||
|
text-transform: none;
|
||||||
|
text-shadow: none;
|
||||||
|
word-wrap: break-word; }
|
||||||
|
|
||||||
|
.reveal h1 {
|
||||||
|
font-size: 3.77em; }
|
||||||
|
|
||||||
|
.reveal h2 {
|
||||||
|
font-size: 2.11em; }
|
||||||
|
|
||||||
|
.reveal h3 {
|
||||||
|
font-size: 1.55em; }
|
||||||
|
|
||||||
|
.reveal h4 {
|
||||||
|
font-size: 1em; }
|
||||||
|
|
||||||
|
.reveal h1 {
|
||||||
|
text-shadow: none; }
|
||||||
|
|
||||||
|
/*********************************************
|
||||||
|
* OTHER
|
||||||
|
*********************************************/
|
||||||
|
.reveal p {
|
||||||
|
margin: 20px 0;
|
||||||
|
line-height: 1.3; }
|
||||||
|
|
||||||
|
.reveal attribution {
|
||||||
|
font-size: 0.5em;
|
||||||
|
position: absolute;
|
||||||
|
right: -10px;
|
||||||
|
bottom: -10px;
|
||||||
|
text-align: right;
|
||||||
|
}
|
||||||
|
|
||||||
|
/* Ensure certain elements are never larger than the slide itself */
|
||||||
|
.reveal img, .reveal video, .reveal iframe {
|
||||||
|
max-width: 95%;
|
||||||
|
max-height: 95%; }
|
||||||
|
|
||||||
|
.reveal strong, .reveal b {
|
||||||
|
font-weight: bold; }
|
||||||
|
|
||||||
|
.reveal em {
|
||||||
|
font-style: italic; }
|
||||||
|
|
||||||
|
.reveal ol, .reveal dl, .reveal ul {
|
||||||
|
display: inline-block;
|
||||||
|
text-align: left;
|
||||||
|
margin: 0 0 0 1em; }
|
||||||
|
|
||||||
|
.reveal ol {
|
||||||
|
list-style-type: decimal; }
|
||||||
|
|
||||||
|
.reveal ul {
|
||||||
|
list-style-type: disc; }
|
||||||
|
|
||||||
|
.reveal ul > li {
|
||||||
|
margin-top: 20px; }
|
||||||
|
|
||||||
|
.reveal ul ul {
|
||||||
|
list-style-type: square; }
|
||||||
|
|
||||||
|
.reveal ul ul ul {
|
||||||
|
list-style-type: circle; }
|
||||||
|
|
||||||
|
.reveal ul ul, .reveal ul ol, .reveal ol ol, .reveal ol ul {
|
||||||
|
display: block;
|
||||||
|
margin-left: 40px; }
|
||||||
|
|
||||||
|
.reveal dt {
|
||||||
|
font-weight: bold; }
|
||||||
|
|
||||||
|
.reveal dd {
|
||||||
|
margin-left: 40px; }
|
||||||
|
|
||||||
|
.reveal q, .reveal blockquote {
|
||||||
|
quotes: none; }
|
||||||
|
|
||||||
|
.reveal blockquote {
|
||||||
|
display: block;
|
||||||
|
position: relative;
|
||||||
|
width: 70%;
|
||||||
|
margin: 20px auto;
|
||||||
|
padding: 5px;
|
||||||
|
font-style: italic;
|
||||||
|
background: rgba(255, 255, 255, 0.05);
|
||||||
|
box-shadow: 0px 0px 2px rgba(0, 0, 0, 0.2); }
|
||||||
|
|
||||||
|
.reveal blockquote p:first-child, .reveal blockquote p:last-child {
|
||||||
|
display: inline-block; }
|
||||||
|
|
||||||
|
.reveal q {
|
||||||
|
font-style: italic; }
|
||||||
|
|
||||||
|
.reveal pre {
|
||||||
|
display: block;
|
||||||
|
position: relative;
|
||||||
|
width: 90%;
|
||||||
|
margin: 20px auto;
|
||||||
|
text-align: left;
|
||||||
|
font-size: 0.55em;
|
||||||
|
font-family: monospace;
|
||||||
|
line-height: 1.2em;
|
||||||
|
word-wrap: break-word;
|
||||||
|
box-shadow: 0px 0px 6px rgba(0, 0, 0, 0.3); }
|
||||||
|
|
||||||
|
.reveal code {
|
||||||
|
font-family: monospace;
|
||||||
|
}
|
||||||
|
|
||||||
|
.reveal pre code {
|
||||||
|
display: block;
|
||||||
|
padding: 5px;
|
||||||
|
overflow: auto;
|
||||||
|
max-height: 400px;
|
||||||
|
word-wrap: normal;
|
||||||
|
background: #3F3F3F;
|
||||||
|
color: #DCDCDC; }
|
||||||
|
|
||||||
|
.reveal table {
|
||||||
|
margin: auto;
|
||||||
|
border-collapse: collapse;
|
||||||
|
border-spacing: 0; }
|
||||||
|
|
||||||
|
.reveal table th {
|
||||||
|
font-weight: bold;
|
||||||
|
border-bottom: 1px solid; }
|
||||||
|
|
||||||
|
.reveal table th, .reveal table td {
|
||||||
|
text-align: center;
|
||||||
|
padding: 0.2em 0.5em 0.2em 0.5em;}
|
||||||
|
|
||||||
|
.reveal table th[align="left"], .reveal table td[align="left"] {
|
||||||
|
text-align: left; }
|
||||||
|
|
||||||
|
.reveal table th[align="right"], .reveal table td[align="right"] {
|
||||||
|
text-align: right; }
|
||||||
|
|
||||||
|
.reveal table tr:last-child td {
|
||||||
|
border-bottom: none; }
|
||||||
|
|
||||||
|
.reveal sup {
|
||||||
|
vertical-align: super; }
|
||||||
|
|
||||||
|
.reveal sub {
|
||||||
|
vertical-align: sub; }
|
||||||
|
|
||||||
|
.reveal small, .reveal .smalltext {
|
||||||
|
display: inline-block;
|
||||||
|
font-size: 0.6em;
|
||||||
|
line-height: 1.2em;
|
||||||
|
vertical-align: top; }
|
||||||
|
|
||||||
|
.reveal small * {
|
||||||
|
vertical-align: top; }
|
||||||
|
|
||||||
|
/*********************************************
|
||||||
|
* LINKS
|
||||||
|
*********************************************/
|
||||||
|
.reveal a {
|
||||||
|
color: #00008B;
|
||||||
|
text-decoration: none;
|
||||||
|
-webkit-transition: color 0.15s ease;
|
||||||
|
-moz-transition: color 0.15s ease;
|
||||||
|
transition: color 0.15s ease; }
|
||||||
|
|
||||||
|
.reveal a:hover {
|
||||||
|
color: #0000f1;
|
||||||
|
text-shadow: none;
|
||||||
|
border: none; }
|
||||||
|
|
||||||
|
.reveal .roll span:after {
|
||||||
|
color: #fff;
|
||||||
|
background: #00003f; }
|
||||||
|
|
||||||
|
/*********************************************
|
||||||
|
* IMAGES
|
||||||
|
*********************************************/
|
||||||
|
.reveal section img {
|
||||||
|
margin: 15px 0px;
|
||||||
|
background: rgba(255, 255, 255, 0.12);
|
||||||
|
}
|
||||||
|
|
||||||
|
.reveal section img.bordered
|
||||||
|
{
|
||||||
|
border: 4px solid #000;
|
||||||
|
box-shadow: 0 0 10px rgba(0, 0, 0, 0.15);
|
||||||
|
}
|
||||||
|
|
||||||
|
.reveal a img {
|
||||||
|
-webkit-transition: all 0.15s linear;
|
||||||
|
-moz-transition: all 0.15s linear;
|
||||||
|
transition: all 0.15s linear; }
|
||||||
|
|
||||||
|
.reveal a:hover img {
|
||||||
|
background: rgba(255, 255, 255, 0.2);
|
||||||
|
border-color: #00008B;
|
||||||
|
box-shadow: 0 0 20px rgba(0, 0, 0, 0.55); }
|
||||||
|
|
||||||
|
/*********************************************
|
||||||
|
* NAVIGATION CONTROLS
|
||||||
|
*********************************************/
|
||||||
|
.reveal .controls div.navigate-left, .reveal .controls div.navigate-left.enabled {
|
||||||
|
border-right-color: #00008B; }
|
||||||
|
|
||||||
|
.reveal .controls div.navigate-right, .reveal .controls div.navigate-right.enabled {
|
||||||
|
border-left-color: #00008B; }
|
||||||
|
|
||||||
|
.reveal .controls div.navigate-up, .reveal .controls div.navigate-up.enabled {
|
||||||
|
border-bottom-color: #00008B; }
|
||||||
|
|
||||||
|
.reveal .controls div.navigate-down, .reveal .controls div.navigate-down.enabled {
|
||||||
|
border-top-color: #00008B; }
|
||||||
|
|
||||||
|
.reveal .controls div.navigate-left.enabled:hover {
|
||||||
|
border-right-color: #0000f1; }
|
||||||
|
|
||||||
|
.reveal .controls div.navigate-right.enabled:hover {
|
||||||
|
border-left-color: #0000f1; }
|
||||||
|
|
||||||
|
.reveal .controls div.navigate-up.enabled:hover {
|
||||||
|
border-bottom-color: #0000f1; }
|
||||||
|
|
||||||
|
.reveal .controls div.navigate-down.enabled:hover {
|
||||||
|
border-top-color: #0000f1; }
|
||||||
|
|
||||||
|
/*********************************************
|
||||||
|
* PROGRESS BAR
|
||||||
|
*********************************************/
|
||||||
|
.reveal .progress {
|
||||||
|
background: rgba(0, 0, 0, 0.2); }
|
||||||
|
|
||||||
|
.reveal .progress span {
|
||||||
|
background: #00008B;
|
||||||
|
-webkit-transition: width 800ms cubic-bezier(0.26, 0.86, 0.44, 0.985);
|
||||||
|
-moz-transition: width 800ms cubic-bezier(0.26, 0.86, 0.44, 0.985);
|
||||||
|
transition: width 800ms cubic-bezier(0.26, 0.86, 0.44, 0.985); }
|
||||||
|
|
||||||
|
/*********************************************
|
||||||
|
* SLIDE NUMBER
|
||||||
|
*********************************************/
|
||||||
|
.reveal .slide-number {
|
||||||
|
color: #00008B; }
|
Loading…
Reference in a new issue