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CS GRE: Difference between revisions
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==Books we're using for general preparation== | ==Books we're using for general preparation== | ||
* Software Systems and Methodology | * Software Systems and Methodology | ||
**''' | **'''CTMCP''': Peter Van Roy and Seif Haridi, ''[http://www.amazon.com/Concepts-Techniques-Models-Computer-Programming/dp/0262220695 Concepts, Techniques, and Models of Computer Programming]''. First edition, fourth printing. | ||
**''' | **'''SICP''': Harold Abelson and Gerald Jay Sussman, ''[http://www.amazon.com/Structure-Interpretation-Computer-Programs-Engineering/dp/0262011530 Structure and Interpretation of Computer Programs]''. Second edition, first printing, and [http://mitpress.mit.edu/sicp/full-text/book/book.html online version]. | ||
* Computer Organization and Architecture | * Computer Organization and Architecture | ||
**''' | **'''H&P2, H&P4''': John Hennessy and David Patterson, ''[http://www.amazon.com/Computer-Architecture-Quantitative-Approach-4th/dp/0123704901 Computer Architecture: A Quantitative Approach]''. Second and fourth editions (first printing each). | ||
**''' | **'''WARD''': Stephen Ward and Robert Halstead, ''[http://www.amazon.com/Computation-Structures-Electrical-Engineering-Computer/dp/0262231395 Computation Structures]''. First edition, first printing. | ||
* Theory and Mathematical Background | * Theory and Mathematical Background | ||
**''' | **'''CLR''': Thomas Cormen, Charles Leiserson and Ron Rivest, ''[http://www.amazon.com/Introduction-Algorithms-Second-Thomas-Cormen/dp/0262032937 Introduction to Algorithms]''. First edition, 19th printing. | ||
**''' | **'''SIPSER''': Michael Sipser, ''[http://www.amazon.com/Introduction-Theory-Computation-Michael-Sipser/dp/053494728X Introduction to the Theory of Computation]''. First edition, first printing. | ||
**''' | **'''CINP''': Michael Garey and David Johnson, ''[http://www.amazon.com/Computers-Intractability-NP-Completeness-Mathematical-Sciences/dp/0716710455 Computers and Intractability: A Guide to the Theory of NP-Completeness]''. First edition, 26th printing. | ||
**''' | **'''KNUTH2''': Donald Knuth, ''[http://www.amazon.com/gp/product/0201896842 The Art of Computer Programming, Vol. 2: Seminumerical Algorithms]''. Third edition, first printing. | ||
Further texts are listed in the applicable sections below. | Further texts are listed in the applicable sections below. | ||
Revision as of 09:44, 7 August 2009
Anything above a 800 (it's on a 200-990-point scale) seems pretty good. It appears that quality single-volume preparation materials cannot be had at any price. Perhaps one ought be written?
- ETS Practice Booklet (PDF), from the Computer Science Exam page
(This second link is pretty dubiously-formed; YMMV. Go to the GRE page, click on Subject Info details, click on Computer Science --Dank 14:58, 30 July 2009 (UTC))
- UCB notes from 2001
- GT notes from 2006
- 100 shareware CS GRE-like problems from Christopher Scaffidi
<countdown time="10/10/2009 8:30 AM UTC-0500"><D> days, <H> hours, <M> minutes, seconds until the 2009-10-10 CS GRE</countdown>
Books we're using for general preparation
- Software Systems and Methodology
- CTMCP: Peter Van Roy and Seif Haridi, Concepts, Techniques, and Models of Computer Programming. First edition, fourth printing.
- SICP: Harold Abelson and Gerald Jay Sussman, Structure and Interpretation of Computer Programs. Second edition, first printing, and online version.
- Computer Organization and Architecture
- H&P2, H&P4: John Hennessy and David Patterson, Computer Architecture: A Quantitative Approach. Second and fourth editions (first printing each).
- WARD: Stephen Ward and Robert Halstead, Computation Structures. First edition, first printing.
- Theory and Mathematical Background
- CLR: Thomas Cormen, Charles Leiserson and Ron Rivest, Introduction to Algorithms. First edition, 19th printing.
- SIPSER: Michael Sipser, Introduction to the Theory of Computation. First edition, first printing.
- CINP: Michael Garey and David Johnson, Computers and Intractability: A Guide to the Theory of NP-Completeness. First edition, 26th printing.
- KNUTH2: Donald Knuth, The Art of Computer Programming, Vol. 2: Seminumerical Algorithms. Third edition, first printing.
Further texts are listed in the applicable sections below.
Online courseware
- The Stanford Engineering Everywhere project at the Stanford School of Engineering
- MIT's OpenCourseware project at the Open Courseware Consortium
Subject Material
Outline taken from the ETS CS GRE page, 2009-07-30 1500 UTC)
Area vocabulary listings follow each area in small, italicized, bolded text | References and Supplements |
---|---|
SOFTWARE SYSTEMS AND METHODOLOGY - 40% | |
Data Organization | |
Data types | |
Data structures and implementation techniques | |
Program control and structure | |
Iteration and recursion | |
Procedures, functions, methods, and exception handlers | |
Concurrency, communication, and synchronization | |
Programming languages and notation | |
Constructs for data organization and program control | |
Scope, binding, and parameter passing | |
Expression evaluation | |
Software engineering | |
Formal specifications and assertions
|
|
Verification techniques
|
|
Software development models, patterns, and tools | |
Systems | |
Compilers, interpreters, and run-time systems
|
|
Operating systems, including resource management and protection/security | |
Networking, Internet, and distributed systems
|
|
Databases | |
System analysis and development tools | |
COMPUTER ORGANIZATION AND ARCHITECTURE - 15% | |
Digital logic design | |
Implementation of combinational and sequential circuits | |
Optimization and analysis | |
Processors and control units | |
Instruction sets | |
Computer arithmetic and number representation signed magnitude, one's complement, two's complement, binary coded decimal, IEEE 754 | |
Register and ALU organization | |
Data paths and control sequencing | |
Memories and their hierarchies | |
Performance, implementation, and management | |
Cache, main, and secondary storage | |
Virtual memory, paging, and segmentation | |
Networking and communications | |
Interconnect structures (e.g., buses, switches, routers) | |
I/O systems and protocols | |
Synchronization | |
High-performance architectures | |
Pipelining superscalar and out-of-order execution processors | |
Parallel and distributed architectures | |
THEORY AND MATHEMATICAL BACKGROUND - 40% | |
Algorithms and complexity | |
Exact and asymptotic analysis of specific algorithms Big-O (<math>O(f())</math>), Big-Theta (<math>\Theta(f())</math>), Big-Omega (<math>\Omega(f())</math>), Little-O (<math>o(f()))</math>), Little-Omega (<math>\omega(f())</math>) | Asymptotic Notation and Recurrences lecture from MIT's 6.046J |
Algorithmic design techniques (e.g. greedy, dynamic programming, divide and conquer) | Divide+Conquer, Dynamic Programming and Greedy algorithm lectures from MIT's 6.046J |
Upper and lower bounds on the complexity of specific problems | |
Computational complexity, including NP-completeness | |
Automata and language theory | |
Models of computation (finite automata, Turing machines) | |
Formal languages and grammars (regular and context free) | |
Decidability | |
Discrete structures | |
Mathematical logic | |
Elementary combinatorics and graph theory connected, connectivity, directed (digraph), eccentricity, circumference, acyclic, path, weighted, subgraph, expander, hypergraph, multigraph, tournament, complete (<math>K_n</math>), scorpion, set cover, vertex cover | |
Discrete probability, recurrence relations, and number theory | |
OTHER TOPICS - 5% "Example areas include..." | |
Numerical analysis | |
Artificial intelligence | |
Computer graphics | |
Cryptography | |
Security | |
...and social issues. |