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commit c01027a3c6e65aadd94c237a56be44b3ffd64b9b
Author: buildbot <[email protected]>
AuthorDate: Wed Dec 27 12:49:53 2023 +0000
Automatic Site Publish by Buildbot
---
output/assets/pdf/paper/p3778-kaoudi.pdf | Bin 0 -> 538029 bytes
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.../2022-09-08-vldb_tutorial/index.html | 317 +++++++++++++++++++++
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+++ b/output/publications-home/index.html
@@ -239,6 +239,32 @@
</div>
</div>
+ <div class="row">
+ <div class="col-12 pl-0 mb-2">
+ <i class="fas fa-caret-right"></i>
+ 2022 - 08 - 1
+ </div>
+ </div>
+ <div class="row">
+ <div class="col-12 ml-2 mb-5">
+ <h4>
+ Unified Data Analytics: State-of-the-art and Open Problems
+
+ </h4>
+ <p>Tutorial paper at VLDB 2022</p>
+
+ <p><strong>Authors: </strong>Zoi Kaoudi and Jorge-Arnulfo
Quiané-Ruiz</p>
+ <a class="btn btn-outline-secondary"
href="https://wayang.apache.org/publications/2022-09-08-vldb_tutorial/";>
+ <i class="fas fa-glasses"></i> Read more...
+ </a>
+
+ <a class="btn btn-outline-info"
href="https://wayang.apache.org/assets/pdf/paper/p3778-kaoudi.pdf";>
+ <i class="fas fa-download"></i> Download
+ </a>
+
+ </div>
+ </div>
+
<div class="row">
<div class="col-12 pl-0 mb-2">
<i class="fas fa-caret-right"></i>
diff --git a/output/publications/2022-09-08-vldb_tutorial/index.html
b/output/publications/2022-09-08-vldb_tutorial/index.html
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@@ -0,0 +1,317 @@
+<!--
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+ <h1 class="mb-n2 mt-1" style="color: white; font-size:
4em">Publication</h1>
+
+ <h2 style="color: white; font-size: 2em">Unified Data Analytics:
State-of-the-art and Open Problems
+</h2>
+
+ </div>
+</div>
+
+<div class="container">
+ <div class="row justify-content-md-center mb-4">
+ <div class="col-12 ">
+ <div class="post-info-wrapper">
+ <p class="italic">By <span class="bold">Zoi Kaoudi and
Jorge-Arnulfo Quiané-Ruiz</span> on <span class="bold">2022</span></p>
+ </div>
+ <hr />
+ <p>There is an urgent need for unifying data analytics as more and
more
+application tasks become more complex: Nowadays, it is normal to
+see tasks performing data preparation, analytical processing, and
+machine learning operations in a single pipeline. Despite this need,
+achieving this is still a dreadful process where developers have to
+get familiar with many data processing platforms and write ad hoc
+scripts for integrating them. This tutorial is motivated by this need
+from both academia and industry. We will discuss the importance
+of unifying data processing as well as the current efforts to achieve
+it. In particular, we will introduce a classification of the different
+cases where an application needs or benefits from data analytics
+unification and discuss the challenges in each case. Along with this
+classification, we will also present current efforts known up to date
+that aim at unifying data processing, such as Apache Beam and
+Apache Wayang, and emphasize their differences. We will conclude
+with open problems and their challenges.</p>
+
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