+
+
+
+
+
+
+
+
+ 
+
+
+
+ Email
+ +
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+ Languages and Runtimes
+(for Big Data)
+Oliver Kennedy
+ +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) +
+
+ Always add [CSE662] to the title of emails
+-
+
- This helps me to reply to your email faster +
- The tag is 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. +
- If you/your team submits something as your work... it had better be your work. +
DB ≈ PL
+ +| Databases | +Programming Languages | + +
|---|---|
| Indexes | +Data Structures | +
| Transactions/Logging | +Software Transactional Memory | +
| Incremental Views | +Self-Adapting Computation | +
| Query Rewriting / Performance Models | +Compiler Optimization / Program Analysis | +
| Probabilistic DBs | +Probabilistic Programming | +
DB ≈ PL
+ ++
+ Data-Centric Programs
+
+ ↔
+
+ Turing-Complete Programs
+
+
+ Course Structure
+ +-
+
- Data Structures, Indexes, Adaptive Indexing +
- Uncertainty in Data +
- Transactions, Concurrency, and Synchronizing Actors +
- High-Throughput Data Processing +
Course Structure
+| Monday | +Wednesday | +Friday | + +
|---|---|---|
| Classical Lecture (Paper of the Week) |
+ Group Presentations and Meetings | +|
Paper Discussion
+-
+
- One paper every week (Assigned by Weds Night). +
- I will be calling on random people to answer questions about the paper. +
- Every group will be asked to present one paper pertinent to your project. +
- Class participation is 20% of your grade. +
Group Presentations
+-
+
- Present background, work-in-progress, your design choices, algorithms, information, code, performance metrics and/or analysis. +
- Defend your ideas and design choices in a public setting. +
- Everyone must attend. +
- 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.
+Project Seeds
+ +-
+
- Decentralized IoT Plumbing +
- Uncertainty-Aware Machine Learning +
- Web-of-Trust for Crowdsourced Data +
- Sensitivity Analysis in Mimir +
- Sandboxed Python +
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
+-
+
- What is your name? +
- What did you do over the summer? +
- Why did you take this class? +
- What is your favorite Sci-Fi TV/Movie/Book? +