From 96d9104d1c8795f3f0ed2f6babe6cfba9bb71852 Mon Sep 17 00:00:00 2001 From: Oliver Kennedy Date: Mon, 27 Aug 2018 15:02:56 -0400 Subject: [PATCH] slides --- .../cse662fa2018/2018-08-27-Introduction.html | 270 ++++++++++++++++++ slides/cse662fa2018/graphics/CapenMap.png | Bin 0 -> 53116 bytes 2 files changed, 270 insertions(+) create mode 100644 slides/cse662fa2018/2018-08-27-Introduction.html create mode 100644 slides/cse662fa2018/graphics/CapenMap.png diff --git a/slides/cse662fa2018/2018-08-27-Introduction.html b/slides/cse662fa2018/2018-08-27-Introduction.html new file mode 100644 index 00000000..c826e18a --- /dev/null +++ b/slides/cse662fa2018/2018-08-27-Introduction.html @@ -0,0 +1,270 @@ + + + + + + + CSE 662 - Languages and Runtimes for Big Data + + + + + + + + + + + + + + + + + +``1 + + + + + +
+ + +
+
+

Languages and Runtimes

+

(for Big Data)

+

Oliver Kennedy

+

okennedy@buffalo.edu

+

Capen 212

+
+ +
+
+

Logistics

+ +
    +
  • Course Website
    + https://odin.cse.buffalo.edu/teaching/cse-662 +
  • + +
  • Grading
      +
    • Group Project: 3 Reports (15%, 15%, 50%)
    • +
    • Weekly Papers and In-Class Discussion (20%)
    • +
  • + +
  • Office Hours
      +
    • Oliver: Weds 10 AM-Noon (Before Class)
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  • +
+
+ +
+ +
+ +
+

Email

+ +

Always add [CSE662] to the title of emails

+
    +
  • This helps me to reply to your email faster
  • +
  • The tag is mandatory for assignments
  • + +
+
+
+ +
+

Academic Integrity

+ +

Each group will have a separate project. I don't expect cheating to be an issue, but to be clear... +

    +
  • I encourage you to talk to your classmates about ideas and papers out of class.
  • +
  • I expect you to work with your team on the project.
  • +
  • You should use outside tools/code/libraries (with attribution) if they're useful.
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  • If you/your team submits something as your work... it had better be your work.
  • +
+
+ +
+
+

DB ≈ PL

+ + + + + + + + + + + + + + + + + + + + + + + + + + +
DatabasesProgramming Languages
IndexesData Structures
Transactions/LoggingSoftware Transactional Memory
Incremental ViewsSelf-Adapting Computation
Query Rewriting / Performance ModelsCompiler Optimization / Program Analysis
Probabilistic DBsProbabilistic Programming
+
+ +
+

DB ≈ PL

+ +

+

+ Data-Centric Programs +
+ +
+ Turing-Complete Programs +
+

+
+
+ +
+
+

Course Structure

+ +
    +
  • Data Structures, Indexes, Adaptive Indexing
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  • Uncertainty in Data
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  • Transactions, Concurrency, and Synchronizing Actors
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  • High-Throughput Data Processing
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+
+ +
+

Course Structure

+ + + + + + + + + + +
MondayWednesdayFriday
Classical Lecture
(Paper of the Week)
Group Presentations and Meetings
+
+ +
+

Paper Discussion

+
    +
  • One paper every week (Assigned by Weds Night).
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  • I will be calling on random people to answer questions about the paper.
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  • Every group will be asked to present one paper pertinent to your project.
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  • Class participation is 20% of your grade.
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+
+ +
+

Group Presentations

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  • Present background, work-in-progress, your design choices, algorithms, information, code, performance metrics and/or analysis.
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  • Defend your ideas and design choices in a public setting.
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  • Everyone must attend.
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  • I will be calling on random people to ask questions of the presenters.
  • +
  • Class participation is 20% of your grade.
  • +
+
+ +
+

Class Participation

+

I use a 3 point system:

+
    +
  • 0 points: You're not here when I call on you
  • +
  • 2 points: You have a meaningful comment/question about the project/paper
  • +
  • 1 points: Everything else
  • +
+

You get 2 excused absences (guarantees I won't call on you) for the term.

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+
+ +
+

Project Seeds

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  • Decentralized IoT Plumbing
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  • Uncertainty-Aware Machine Learning
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  • Web-of-Trust for Crowdsourced Data
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  • Sensitivity Analysis in Mimir
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  • Sandboxed Python
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+
+ +
+

Paper Assignment 1

+

+ The Case for Learned Index Structures
+ Tim Kraska, Alex Beutel, Ed H. Chi, Jeffrey Dean, Neoklis Polyzotis +

+

Be ready to intelligently discuss the paper's contents Monday Sept. 3

+
+ +
+

Class Introductions

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    +
  • What is your name?
  • +
  • What did you do over the summer?
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  • Why did you take this class?
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  • What is your favorite Sci-Fi TV/Movie/Book?
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+
+ +
+ +
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