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maximum-subarray-sum
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missing-coin-sum
movie-festival
movie-festival-ii
nearest-smaller-values
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required-substring
string-functions
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substring-distribution
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word-combinations
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counting-paths
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path-queries
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subordinates
subtree-queries
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tree-distances-i
tree-distances-ii
tree-matching
ctci
cpp
arrays
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ctci-C++
rust
arrays
ctci-rust-arrays
CTCI in Rust
interview-questions
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leetcode
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All-Pairs Shortest Paths
Applications of Flows and Cuts
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Basic Graph Algorithms
Depth-First Search
Dynamic Programming
Greedy Algorithms
Introduction
Maximum Flows and Minimum Cuts
Minimum Spanning Trees
NP-Hardness
Recursion
Shortest Paths
category-theory-for-programmers
adjuctions
algebras-for-monads
categories-great-and-small
category-the-essence-of-composition
comonads
declarative-programming
ends-and-coends
enriched-categories
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function-types
functoriality
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lawvere-theories
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natural-transformations
products-and-coproducts
representable-functors
simple-algebraic-data-types
the-yoneda-lemma
topoi
types-and-functions
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clean-code
boundaries
classes
clean-code
comments
concurrency
emergence
error-handling
formatting
functions
junit-internals
meaningful-names
objects-and-data-structures
refactoring-serialdate
smells-and-heuristics
successive-refinement
systems
unit-tests
compiling-to-assembly-from-scratch
Abstract Syntax Tree
Arrays and Heap Allocation
Dynamic Typing
First Pass: The Parser
Garbage Collection
High-level Compiler Overview
Introduction
Introduction to ARM Assembly Programming
Introduction to Parser Combinators
Introduction to Part II
Second Pass: Code Generation
Static Type Checking and Inference
Typescript Basics
Visitor Pattern
computer-networking-a-top-down-approach
Application Layer
Computer Networks and the Internet
Security in Computer Networks
The Link Layer and LANs
The Network Layer: Control Plane
The Network Layer: Data Plane
Transport Layer
Wireless and Mobile Networks
computer-networks-a-systems-approach
Advanced Internetworking
Applications
Congestion Control
Direct Links
End-to-End Data
End-to-End Protocols
Foundation
Internetworking
Network Security
crafting-interpreters
A Map of the Territory
A Virtual Machine
Calls and Functions
Chunks of Bytecode
Classes
Classes and Instances
Closures
Compiling Expressions
Control Flow
Evaluating Expressions
Functions
Garbage Collection
Global Variables
Hash Tables
Inheritance
Introduction
Jumping Back and Forth
Local Variables
Methods and Initializers
Optimization
Parsing Expressions
Representing Code
Resolving and Binding
Scanning
Scanning on Demand
Statements and State
Strings
Superclasses
The Lox Language
Types of Values
cses
additional-topics
advanced-graph-algorithms
algorithm-design-topics
data-structures
dynamic-programming
efficiency
geometry
graph-algorithms
introduction
mathematics
programming-techniques
range-queries
sorting-and-searching
string-algorithms
tree-algorithms
database-design-and-implementation
Database Systems
Disk and File Management
Efficient Buffer Utilization
Indexing
JDBC
JDBC interfaces
Materialization and Sorting
Memory Management
Metadata Management
Parsing
Planning
Query Optimization
Query Processing
Record Management
Transaction Management
database-internals
Anti-Entropy and Dissemination
B-Tree Basics
B-Tree Variants
Consensus
Distributed Systems Introduction and Overview
Distributed Transactions
Failure Detection
File Formats
Implementing B-Trees
Leader Election
Log-Structured Storage
Replication and Consistency
Storage Engines Introduction and Overview
Transaction Processing and Recovery
design-patterns-elements-of-reusable-object-oriented-software
a-case-study-designing-a-document-editor
behavioral-patterns
conclusion
creational-patterns
introduction
structural-patterns
designing-data-intensive-applications
batch-processing
consistency-and-consensus
data-models-and-query-languages
distributed-systems-trouble
encoding-and-evolution
partitioning
reliable-scalable-and-maintainable-applications
replication
storage-and-retrieval
stream-processing
the-future-of-data-systems
transactions
effective-rust
Asynchronous Rust
Beyond Standard Rust
Concepts
Dependencies
Introduction
Tooling
Types
effective-typescript
getting-to-know-typescript
Migrating to Typescript
Type Design
Type Inference
Types Declarations and @types
Typescript's Type System
Working with any
Writing and Running Your Code
efficient-mysql-performance
Access Patterns
Data
Indexes and Indexing
Query Response Time
Replication Lag
Server Metrics
Sharding
Transactions
engineering-a-compiler
Code Shape
Data-Flow Analysis
Implementing Procedures
Instruction Scheduling
Instruction Selection
Intermediate Representations
Introduction to Optimization
Overview of Compilation
Parsers
Register Allocation
Runtime Optimization
Scalar Optimization
Scanners
Syntax-Driven Translation
game-programming-patterns
bytecode
command
component
data-locality
dirty-flag
double-buffer
event-queue
flyweight
game-loop
object-pool
observer
prototype
service-locator
singleton
spatial-partition
state
subclass-sandbox
type-object
update-method
high-performance-browser-networking
brief-history-of-http
building-blocks-of-tcp
building-blocks-of-udp
http1x
http2
introduction-to-wireless-networks
mobile-networks
optimizing-application-delivery
optimizing-for-mobile-networks
primer-on-browser-networking
primer-on-latency-and-bandwidth
primer-on-web-performance
server-sent-events-sse
transport-layer-security-tls
webrtc
websocket
wifi
xmlhttprequest
high-performance-mysql
Backup and Recovery
Compliance with MySQL
Indexing for High Performance
Monitoring in a Reliability Engineering World
MySQL Architecture
MySQL in the Cloud
MySQL on Kubernetes
Operating System and Hardware Optimization
Optimizing Server Settings
Performance Schema
Query Performance Optimization
Replication
Scaling MySQL
Schema Design and Management
Upgrading MySQL
how-linux-works
a-brief-survey-of-the-linux-desktop
a-closer-look-at-processes-and-resource-utilization
basic-commands-directory-hierarchy
building-on-the-basics
development-tools
devices
disks-and-filesystems
how-the-linux-kernel-boots
how-user-space-starts
introduction-to-compiling-software-from-c-source-code
introduction-to-shell-scripts
moving-files-across-the-network
network-applications-and-services
system-configuration-logging-system-time-batch-jobs-and-users
the-big-picture
understanding-your-network-and-its-configuration
user-environments
how-to-solve-it
how-to-solve-it-chapter-1
introduction-to-probability
Conditional expectation
Conditional probability
Continuous random variables
Expectation
Inequalities and limit theorems
Joint distributions
Markov chain Monte Carlo
Markov chains
Moments
Poisson processes
Probability and counting
Random variables and their distributions
Transformations
introduction-to-probability-for-computing
A Little Bit of Queueing Theory
Applications of Tail Bounds: Confidence Intervals: Balls and Bins
Bayesian Statistical Inference
Before We Start: Some Mathematical Basics
Classical Statistical Inference
Common Discrete Random Variables
Continuous Random Variables: Joint Distributions
Continuous Random Variables: Single Distribution
Discrete-Time Markov Chains: Finite-State
Discrete-Time Markov Chains: Infinite-State
Ergodicity for Finite-State Discrete-Time Markov Chains
Estimators for Mean and Variance
Event-Driven Simulation
Expectation
Generating Random Variables for Simulation
Hashing Algorithms
Heavy Tails: The Distributions of Computing
Laplace Transforms
Las Vegas Randomized Algorithms
Monte Carlo Randomized Algorithms
Normal Distribution
Preface and Contents
Primality Testing
Probability on Events
Tail Bounds
The Poisson Process
Variance, Higher Moments, and Random Sums
z-Transforms
kill-it-with-fire
Breaking Changes
Building and Protecting Momentum
Cannibal Code
Coming in Midstream
Design as Destiny
Evaluating Your Architecture
Future Proofing
How to Finish
Time is a Flat Circle
Why is it Hard
kubernetes-in-action
Accessing pod metadata and other resources from applications
Advanced scheduling
Automatic scaling of pods and cluster nodes
Best practices for developing apps
ConfigMaps and Secrets: configuring applications
Deployments: updating applications declaratively
Extending Kubernetes
First steps with Docker and Kubernetes
Introducing Kubernetes
Managing pods’ computational resources
Pods: running containers in Kubernetes
Replication and other controllers: deploying managed pods
Securing cluster nodes and the network
Securing the Kubernetes API server
Services: enabling clients to discover and talk to pods
StatefulSets: deploying replicated stateful applications
Understanding Kubernetes internals
Volumes: attaching disk storage to containers
learn-you-a-haskell
learn-you-a-haskell-chapter-1
learn-you-a-haskell-chapter-2
learn-you-a-haskell-chapter-3
learn-you-a-haskell-chapter-4
learn-you-a-haskell-chapter-5
learn-you-a-haskell-chapter-6
learn-you-a-haskell-chapter-7
learn-you-a-haskell-chapter-8
learn-you-a-haskell-chapter-9
learn-you-a-haskell-chapter-10
learn-you-a-haskell-chapter-11
learn-you-a-haskell-chapter-12
learn-you-a-haskell-chapter-13
learn-you-a-haskell-chapter-14
operating-systems-three-easy-pieces
a-dialogue-on-concurrency
a-dialogue-on-distribution
a-dialogue-on-memory-virtualization
a-dialogue-on-persistence
a-dialogue-on-the-book
a-dialogue-on-virtualization
beyond-physical-memory-mechanisms
beyond-physical-memory-policies
common-concurrency-problems
complete-virtual-memory-systems
concurrency-an-introduction
condition-variables
crash-consistency-fsck-and-journaling
data-integrity-and-protection
distributed-systems
event-based-concurrency-advanced
file-system-implementation
flash-based-ssds
free-space-management
hard-disk-drives
interlude-files-and-directories
interlude-memory-api
interlude-process-api
interlude-thread-api
introduction-to-operating-systems
io-devices
locality-and-the-fast-file-system
lock-based-concurrent-data-structures
locks
log-structured-file-systems
mechanism-address-translation
mechanism-limited-direct-execution
multiprocessor-scheduling-advanced
paging-faster-translations-tlbs
paging-introduction
paging-smaller-tables
redundant-arrays-of-inexpensive-disks-raids
scheduling-introduction
scheduling-proportional-share
scheduling-the-multi-level-feedback-queue
segmentation
semaphores
summary-dialogue-on-concurrency
summary-dialogue-on-cpu-virtualization
summary-dialogue-on-memory-virtualization
summary-dialogue-on-persistence
suns-network-file-system-nfs
the-abstraction-address-spaces
the-abstraction-the-process
the-andrew-file-system-afs
perfbook
Advanced Synchronization
Advanced Synchronization: Memory Ordering
Conflicting Visions of the Future
Counting
Data Ownership
Data Structures
Deferred Processing
Ease of Use
Formal Verification
Hardware and its Habits
How To Use This Book
Locking
Partitioning and Synchronization Design
Putting It All Together
Tools of the Trade
Validation
postgres-internals
B-tree
BRIN
Buffer Cache
Freezing
GIN
GiST
Hash
Hashing
Index Access Methods
Index Scans
Introduction
Isolation
Locks on Memory Structures
Miscellaneous Locks
Nested Loop
Page Pruning and HOT Updates
Pages and Tuples
Query Execution Stages
Rebuilding Tables and Indexes
Relation-Level Locks
Row-Level Locks
Snapshots
Sorting and Merging
SP-GiST
Statistics
Table Access Methods
Vacuum and Autovacuum
WAL Modes
Write-Ahead Log
probabilistic-data-structures-and-algorithms-for-big-data-applications
cardinality
frequency
hashing
membership
rank
similarity
programming-clojure
Building an Application
Exploring Clojure
Functional Programming
Getting Started
Java Interop
Macros
Multimethods
Protocols and Datatypes
Specifications
State and Concurrency
Unifying Data with Sequences
purely-functional-data-structures
amortization-and-persistence-via-lazy-evaluation
data-structural-bootstrapping
eliminating-amortization
fundamentals-of-amortization
implicit-recursive-slowdown
introduction
lazy-evaluation
lazy-rebuilding
numerical-representations
persistence
some-familiar-data-structures-in-a-functional-setting
randomized-algorithms
Algebraic Techniques
Approximate Counting
Data Structures
Game-Theoretic Techniques
Geometric Algorithms and Linear Programming
Graph Algorithms
Introduction
Markov Chains and Random Walks
Moments and Deviations
Number Theory and Algebra
Online Algorithms
Parallel and Distributed Algorithms
Tail Inequalities
The Probabilistic Method
real-world-cryptography
asymmetric-encryption-and-hybrid-encryption
authenticated-encryption
crypto-as-in-cryptocurrency
end-to-end-encryption
hardware-cryptography
hash-functions
introduction
is-this-it-next-generation-cryptography
key-exchanges
message-authentication-codes
post-quantum-cryptography
randomness-and-secrets
secure-transport
signatures-and-zero-knowledge-proofs
user-authentication
where-cryptography-fails-and-final-words
rust-for-rustaceans
Asynchronous Programming
Concurrency and Parallelism
Designing Interfaces
Error Handling
Foreign Function Interfaces
Foundations
Macros
Project Structure
Rust Without the Standard Library
Testing
The Rust Ecosystem
Types
Unsafe Code
serious-cryptography
Authenticated Encryption
Block Ciphers
Cryptocurrency Cryptography
Cryptographic Security
Diffie–Hellman
Elliptic Curves
Encryption
Hard Problems
Hash Functions
Keyed Hashing
Quantum and Post-Quantum
Randomness
RSA
Stream Ciphers
TLS 255
sql-performance-explained
anatomy-of-an-index
clustering-data
execution-plans
modifying-data
partial-results
performance-and-scalability
sorting-and-grouping
the-join-operation
the-where-clause
structured-computer-organization
Computer systems
Introduction
Parallel computer architectures
Reading list and bibliography
The assembly language level
The digital logic level
The instruction set
The microarchitecture level
The operating system
system-design-interview-an-insiders-guide
chapter 2 back-of-the-envelope estimation
chapter 3 a framework for system design interviews
chapter 4 design a rate limiter
chapter 5 design consistent hashing
chapter 6 design a key-value store
chapter 7 design a unique id generator in distributed systems
chapter 8 design a url shortener
chapter 9 design a web crawler
chapter 10 design a notification system
chapter 11 design a news feed system
chapter 12 design a chat system
chapter 13 design a search autocomplete system
chapter 14 design youtube
chapter 15 design google drive
chapter 16 the learning continues
Scale from Zero to Millions of Users
system-design-interview-an-insiders-guide-volume-2
Ad Click Event Aggregation
Digital Wallet
Distributed Email Service
Distributed Message Queue
Google Maps
Hotel Reservation System
Metrics Monitoring and Alerting System
Nearby Friends
Payment System
Proximity Service
Real-time Gaming Leaderboard
S3-like Object Storage
Stock Exchange
The Learning Continues
systems-performance-enterprise-and-the-cloud
applications
benchmarking
bpf
case-study
cloud-computing
cpus
disks
file-systems
ftrace
introduction
memory
methodologies
network
observability-tools
operating-systems
perf
the-algorithm-design-manual
A Catalog of Algorithmic Problems
Algorithm Analysis
Combinatorial Problems
Combinatorial Search
Computational Geometry
Data Structures
Data Structures Catalog
Dealing with Hard Problems
Divide and Conquer
Dynamic Programming
Graph Problems: NP-Hard
Graph Problems: Polynomial Time
Graph Traversal
Hashing and Randomized Algorithms
How to Design Algorithms
Introduction to Algorithm Design
NP-Completeness
Numerical Problems
Set and String Problems
Sorting
Weighted Graph Algorithms
the-anatomy-of-a-high-performance-microprocessor
A Microarchitecture Case Study
Microprocessors, Platforms and Systems
Platform Memory Technology
Platform Optimization Techniques and Directions
Technology Components of Platform Architecture
The K6 3D Microarchitecture
the-art-of-multiprocessor-programming
Barriers
Concurrent hashing and natural parallelism
Concurrent Objects
Counting, sorting, and distributed coordination
Data parallelism
Foundations of shared memory
Introduction
Linked lists: the role of locking
Monitors and blocking synchronization
Mutual Exclusion
Optimism and manual memory management
Priority Queues
Queues, memory management, and the ABA problem
Scheduling and work distribution
Skiplists and balanced search
Spin locks and contention
Stacks and elimination
The relative power of primitive synchronization operations
Transactional programming
University of consensus
the-art-of-postgresql
a-small-application
an-interview-with-alvaro-hernandez-tortosa
an-interview-with-craig-kersteins
an-interview-with-gregoire-hubert
an-interview-with-kris-jenkins
an-interview-with-markus-winand
an-interview-with-yohann-gabory
another-small-application
auditing-changes-with-hstore
batch-update-moma-collection
business-logic
computing-and-caching-in-sql
counting-distinct-users-with-hyperloglog
denormalization
denormalized-data-types
denormalizing-tags-with-intarray
geolocation-with-postgresql
get-some-data
getting-ready-to-read-this-book
group-by-having-with-union-all
how-far-is-the-nearest-pub
indexing-strategy
insert-update-delete
isolation-and-locking
lastfm-million-song-data
listen-and-notify
modelization-anti-patterns
normalization
not-only-sql
object-relational-mapping
order-by-limit-no-offset
postgresql-data-types
postgresql-extensions
practical-use-case-geonames
queries-dml-ddl-tcl-dcl
select-from-where
serialization-and-deserialization
software-architecture
some-relational-theory
sql
sql-is-code
structured-query-language
the-most-popular-pub-names
the-sql-repl----an-interactive-setup
tooling-for-database-modeling
triggers
understanding-nulls
understanding-relations-and-joins
understanding-window-functions
using-trigrams-for-typos
whats-a-postgresql-extension
the-c-programming-language
the-c-programming-language-chapter-1
the-c-programming-language-chapter-2
the-c-programming-language-chapter-3
the-c-programming-language-chapter-4
the-c-programming-language-chapter-5
the-c-programming-language-chapter-6
the-c-programming-language-chapter-7
the-c-programming-language-chapter-8
the-daily-stoic
february
january
the-dynamodb-book
additional-strategies
Advanced Concepts
building-a-session-store
building-an-e-commerce-application
building-big-time-deals
core-concepts-in-dynamodb
data-modeling-examples
expressions
from-modeling-to-implementation
handling-migrations-in-our-github-example
how-to-approach-data-modeling-in-dynamodb
recreating-githubs-backend
strategies-for-filtering
strategies-for-many-to-many-relationships
strategies-for-migrations
strategies-for-one-to-many-relationships
strategies-for-sorting
the-importance-of-strategies
the-three-api-action-types
the-what-why-and-when-of-single-table-design-in-dynamodb
using-the-dynamodb-api
what-is-dynamodb
the-linux-programming-interface
access-control-lists
advanced-features-of-shared-libraries
alternative-io-models
capabilities
daemons
directories-and-links
extended-attributes
file-attributes
file-io-buffering
file-io-further-details
file-io-the-universal-io-model
file-locking
file-systems
fundamental-concepts
fundamentals-of-shared-libraries
history-and-standards
interprocess-communication-overview
introduction-to-posix-ipc
introduction-to-system-v-ipc
login-accounting
memory-allocation
memory-mappings
monitoring-child-processes
monitoring-file-events-with-inotify
pipes-and-fifos
posix-message-queues
posix-semaphores
posix-shared-memory
preface
process-creation
process-creation-and-program-execution-in-more-detail
process-credentials
process-groups-sessions-and-job-control
process-priorities-and-scheduling
process-resources
process-termination
processes
program-execution
pseudoterminals
retrieving-system-and-process-information
signals-advanced-features
signals-fundamental-concepts
signals-signal-handlers
sockets-advanced-topics
sockets-fundamentals-of-tcpip-networks
sockets-internet-domains
sockets-introduction
sockets-server-design
sockets-unix-domain
system-limits-and-options
system-programming-concepts
system-v-message-queues
system-v-semaphores
system-v-shared-memory
terminals
threads-further-details
threads-introduction
threads-thread-cancellation
threads-thread-safety-and-per-thread-storage
threads-thread-synchronization
timers-and-sleeping
times-and-dates
users-and-groups
virtual-memory-operations
writing-secure-privileged-programs
the-little-book-of-semaphores
basic-synchronization-patterns
classical-synchronization-problems
introduction
less-classical-synchronization-problems
not-remotely-classical-problems
not-so-classical-problems
semaphores
synchronization-in-c
synchronization-in-python
the-mythical-man-month
'No Silver Bullet' Refined
Aristocracy, Democracy, and System Design
Calling the Shot
Fifty Years of Wonder, Excitement, and Joy
Hatching a Catastrophe
No Silver Bullet—Essence and Accident in Software Engineering
Passing the Word
Plan to Throw One Away
Propositions of The Mythical Man-Month: True or False?
Sharp Tools
Ten Pounds in a Five-Pound Sack
The Documentary Hypothesis
The Mythical Man-Month
The Mythical Man-Month after 20 Years
The Other Face
The Second-System Effect
The Surgical Team
The Tar Pit
The Whole and the Parts
Why Did the Tower of Babel Fail?
understanding-software-dynamics
Aggregate Measures
CPU and Memory Interaction
Dashboards
Disk and Network Database Interaction
Executing Slowly
Executing Too Much
KUtrace: Display of Software Dynamics
KUtrace: Goals, Design, Implementation
KUtrace: Linux Kernel Patches
KUtrace: Linux Loadable Module
KUtrace: Postprocessing
KUtrace: User-Mode Runtime Control
Logging
Measurement
Measuring CPUs
Measuring Disk/SSD
Measuring Memory
Measuring Networks
My Program Is Too Slow
Observation Tool Design Principles
Other Existing Tools
Recap
Traces
Waiting for CPU
Waiting for Disk
Waiting for Locks
Waiting for Memory
Waiting for Network
Waiting for Queues
Waiting for Time
What to Look For
unix-and-linux-system-administration-handbook
access-control-and-rootly-powers
booting-and-system-management-daemons
cloud-computing
configuration-management
containers
continuous-integration-and-delivery
data-center-basics
dns-the-domain-name-system
drivers-and-the-kernel
electronic-mail
ip-routing
logging
methodology-policy-and-politics
monitoring
performance-analysis
physical-networking
printing
process-control
scripting-and-the-shell
security
single-sign-on
smb
software-installation-and-management
storage
tcpip-networking
the-filesystem
the-network-file-system
user-management
virtualization
web-hosting
where-to-start
atomic-habits
between-the-world-and-me
black-swan
born-a-crime
clean-ruby
crossing-the-chasm
deep-work
educated
grit
inside-the-tornado
list
long-walk-to-freedom
mans-search-for-meaning
meditations
radical-candor
refactoring
street-fighting-mathematics
The 7 Habits of Highly Effective People
The Art of War
The Bitcoin Standard
The Rust Programming Language
the-choice
the-little-mler
the-new-economics
Zero to One
business
steveys-tech-talk
All About Big Tech Interviews
How to Fire Your Boss
How to Get Yourself Promoted
How to Motivate People
Tips for New Managers
Ask Me This Instead
Wisdom
compilers
crafting-interpreters
1_introduction
Chapter 1
2_map_of_territory
Compilers/Crafting-Interpreters/2_Map_Of_Territory
3_lox_language
Compilers/Crafting-Interpreters/3_Lox_Language
4_scanning
crafting-interpreters-chapter-4
interpreter-go
ch_1
notes
optimizations
Compiler Optimizations
computer-architecture
performance-aware-programming
0-welcome
1-waste
2-instructions-per-clock
3-single-instruction-multiple-data
4-caching
5-multithreading
6-python-revisisted
How Logic Gates Make Computers
courses
algorithmic-game-theory
Algorithmic Mechanism Design
Best-Case and Strong Nash Equilibria
Best-Response Dynamics
Beyond Quasi-Linearity
Hierarchy of Equilibrium Concepts
Introduction
Kidney Exchange Stable Matching
Mechanism Design Basics
Mixed NE and PPAD-Completeness
Myerson's Lemma
Network Over-Provisioning
No-Regret Dynamics
Pure NE and PLS-Completeness
Revenue-Maximizing Auctions
Selfish Routing and the POA
Simple Near-Optimal Auctions
Smooth Games
Spectrum Auctions
Swap Regret; Minimax
VCG Mechanism
algorithms-for-big-data
Alon's JL lower bound, beyond worst case analysis: suprema of gaussian processes, Gordon's theorem
amnesic dynamic programming (approximate distance to monotonicity)
analysis of ℓp estimation algorithm via max-stability, deterministic point query via incoherent matrices
approximate matrix multiplication with Frobenius error via sampling / JL, matrix median trick, subspace embeddings
communication complexity (indexing, gap hamming) + application to median and F0 lower bounds
competitive paging, cache-oblivious algorithms: matrix multiplication, self-organizing linked list, static B-tree, lazy funnelsort
CountMin sketch, point query, heavy hitters, sparse approximation
CountSketch, ℓ0 sampling, graph sketching
distinct elements, k-wise independence, geometric subsampling of streams
external memory model: linked list, matrix multiplication, B-tree, buffered repository tree, sorting
Khintchine, decoupling, Hanson-Wright, proof of distributional JL lemma
Krahmer-Ward proof, Iterative Hard Thresholding
L1 & L1 recovery, RIP1, unbalanced expanders, Sequential Sparse Matching Pursuit
linear least squares via subspace embeddings, leverage score sampling, non-commutative Khintchine, oblivious subspace embeddings
logistics, course topics, basic tail bounds (Markov, Chebyshev, Chernoff, Bernstein), Morris' algorithm
low-rank approximation, column-based matrix reconstruction, k-means, compressed sensing
MapReduce: TeraSort, minimum spanning tree, triangle counting
matrix completion
necessity of randomized/approximate guarantees, linear sketching, AMS sketch, p-stable sketch 0<p<2
oblivious subspace embeddings, faster iterative regression, sketch-and-solve regression
ORS theorem (distributional JL implies Gordon's theorem), sparse JL
p-stable sketch analysis, Nisan's PRG, high ℓp norms (p>2) via max-stability
randomized and approximate F0 lower bounds, disjointness, Fp lower bound, dimensionality reduction (JL lemma)
RIP and connection to incoherence, basis pursuit, Krahmer-Ward theorem
sparse JL proof wrap-up, Fast JL Transform, approximate nearest neighbor
an-introduction-to-computer-networks
Abstract Sliding Windows
Advanced Ethernet
An Overview of Networks
Bibliography
Border Gateway Protocol (BGP)
Dynamics of TCP
Ethernet Basics
Exercise-Numbering Conversion Tables
Further Dynamics of TCP
IPv4
IPv4 Companion Protocols
IPv6
IPv6 Additional Features
Large-Scale IP Routing
Links
Mininet
Network Management and SNMP
Network Simulations: ns-2
Newer TCP Implementations
Other LANs
Packets
Preface
Public-Key Encryption
Quality of Service
Queuing and Scheduling
Routing-Update Algorithms
Security
Selected Solutions
SNMP versions 2 and 3
TCP Issues and Alternatives
TCP Reno and Congestion Management
TCP Transport Basics
The ns-3 Network Simulator
Token Bucket Rate Limiting
UDP Transport
Wireless LANs
cs-6120-advanced-compilers
Lesson 1 Welcome and Overview
Lesson 2: Introduction To Bril
Lesson 2: Representing Programs
Lesson 3: Local Optimization & Dead Code Elimination
Lesson 3: Local Value Numbering
Lesson 4: Data Flow
Lesson 4: Implementation Task
Lesson 5: Global Analysis & Optimization
Lesson 5: Static Single Assignment
Lesson 6: Introduction To Llvm
Lesson 6: Writing An Llvm Pass
Lesson 7: Interprocedural Analysis
Lesson 8: Interprocedural Analysis
Lesson 9: Alias Analysis
Lesson 10: Memory Management
Lesson 11: Dynamic Compilers
Lesson 11: Tracing Via Speculation
Lesson 12: Program Synthesis
Lesson 13: Concurrency & Parallelism
database-systems
Advanced SQL
Buffer Pools
Concurrency Control Theory
Course Introduction and the Relational Model
Crash Recovery Algorithms
Database Storage I
Database Storage II
Distributed OLAP Database Systems
Distributed OLTP Database Systems
Final Review + Other Systems
Guest Speaker Shasank Chavan Oracle In-Memory Databases
Hash Tables
Index Concurrency Control
Introduction to Distributed Databases
Joins Algorithms
Logging Protocols + Schemes
Multi-Version Concurrency Control
Query Execution I
Query Execution II
Query Planning & Optimization I
Query Planning & Optimization II
Sorting + Aggregations
Timestamp Ordering Concurrency Control
Trees Indexes I
Trees Indexes II
Two-Phase Locking Concurrency Control
finance-theory-i
Capital Budgeting II & Efficient Markets I
Efficient Markets II
Efficient Markets III & Course Summary
Equities
Fixed-Income Securities II
Fixed-Income Securities III
Fixed-Income Securities IV
Forward and Futures Contracts I
Forward and Futures Contracts II & Options I
Introduction and Course Overview
Midterm Exam
Options II
Options III & Risk and Return I
Portfolio Theory II
Portfolio Theory III & The CAPM and APT I
Present Value Relations I
Present Value Relations II
Present Value Relations III & Fixed-Income Securities I
Risk and Return II & Portfolio Theory I
The CAPM and APT II
The CAPM and APT III & Capital Budgeting I
great-ideas-in-theoretical-computer-science
Circuits and finite automata
Complexity
Cryptographic protocols
Derandomization, cryptography double feature
Interactive proofs, machine learning
Introduction
Learning, Chomsky, RSA, quantum
Logic
Minds and machines
NP-completeness
NP-completeness in practice
P and NP
Polynomial time
Private-key cryptography
Probabilistic complexity classes
Probably Approximately Correct (PAC) learning
Public-key cryptography
Quantum algorithms
Quantum computing
Randomness
Reducibility and Gödel
Space complexity and more
Turing machines
introduction-to-algorithms
ASP & Johnson's Algorithm
Bellman-Ford
Binary Heaps
Binary Trees, Part 1
Binary Trees, Part 2: AVL
Breadth-First Search
Complexity
Course Review
Data Structures
Depth-First Search
Dijkstra's Algorithm
Dynamic Programming, Part 1: SRBOT, Fib, DAGs, Bowling
Dynamic Programming, Part 2: LCS, LIS, Coins
Dynamic Programming, Part 3
Dynamic Programming, Part 4: Rods, Subsetsums, Pseudopolynomial
Hashing
Introduction
Linear Sorting
Sorting
Weighted Shortest Paths
lectures-notes-on-game-theory
Auctions
Better response dynamics and potential games
Extensive form games with chance moves and imperfect information
Finite extensive form games with perfect information
Knowledge and belief
Repeated games
Social choice
Social learning
Strategic form games
What is a Game?
machine-learning
Approximation, Estimation Error & ERM
Back Propagation and Improving Neural Networks
Data Splits, Models & Cross Validation
Debugging and Diagnostics
Debugging ML Models and Error Analysis
Decision Trees and Ensemble Methods
EM Algorithm & Factor Analysis
Expectation Maximization Algorithms
GDA & Naive Bayes
Independent Component Analysis and Reinforcement Learning
Introduction
Introduction to Neural Networks
Kernels
Linear Regression and Gradient Descent
Locally Weighted and Logicistic Regression
MDPs & Model Simulation
MDPs & Value/Policy Iteration
Perceptron & Generalized Linear Model
Reward Model and Linear Dynamical System
Support Vector Machines
mit-distributed-systems-6824
Bitcoin
Blockstack
Cache Consistency: Frangipani
Cache Consistency: Memcached At Facebook
Cloud Replicated Db, Aurora
Cops, Causal Consistency
Distributed Transactions
Fault Tolerance: Raft-1
Fault Tolerance: Raft-2
Fork Consistency, Certificate Transparency
Gfs
Go, Threads, And Raft
Introduction
More Replication, Craq
Optimistic Concurrency Control
Primary Backup Replication
Rpc And Threads
Spanner
Zookeeper
notes-on-discrete-mathematics
A Connecticut class in King Arthur’s court
A glimpse of cryptography
Combinatorial probability
Counting subsets
Fibonacci numbers
Finding the optimum
Graph coloring
Graphs
Induction
Integers, divisors, and primes
Introduction
Let us count!
Matchings in graphs
One-time pads
Pascal’s Triangle
Trees
performance-engineering-of-software-systems
Analysis of Multithreaded Algorithms
Assembly Language & Computer Architecture
Bentley Rules for Optimizing Work
Bit Hacks
C to Assembly
Cache-Oblivious Algorithms
Caching and Cache-Efficient Algorithms
Domain Specific Languages and Autotuning
Graph Optimization
High Performance in Dynamic Languages
Introduction and Matrix Multiplication
Leiserchess Codewalk
Measurement and Timing
Multicore Programming
Nondeterministic Parallel Programming
Parallel Storage Allocation
Races and Parallelism
Speculative Parallelism & Leiserchess
Storage Allocation
Synchronization Without Locks
The Cilk Runtime System
Tuning a TSP Algorithm
What Compilers Can and Cannot Do
randomized-algorithms
All-pairs shortest path
Balls and Bins
Bloom filters
Computational geometry II
Concentration Inequalities
Cuckoo Hashing
Fingerprinting
Game Tree Evaluation
Introduction; min-cut
Limited Independence
Markov Chains I
Markov Chains II; Closest Pair
Matrix concentration and graph sparsification
Maximum perfect matchings
Nearest Neighbor Search
Network coding
Online Bipartite Matching
Power of Two Choices
Quicksort
Randomized numerical linear algebra I
Randomized numerical linear algebra II
Randomized Rounding
Routing
Sampling, median-finding
Spectral sparsification of graphs
statistics-lecture-notes
Confidence intervals and power
Factorial Designs
Introduction to ANOVA
Nested Designs
Principles of experimental design
Test statistics and randomization distributions
Tests based on population models
the-modern-algorithmic-toolbox
Compressive sensing
Curse of Dimensionality
Fourier methods
Generalization
Graphs as matrices and the Laplacian of a graph
How PCA works
Introduction Consistent hashing.
Linear and convex programming
Low-rank matrix approximations
Markov Chains
Property-preserving lossy compression
Regularization
Reservoir sampling
Similarity Search
Spectral techniques
Tensor methods
Understanding Principal Component Analysis
theory-of-computation-lecture-notes
Closure of language classes under set operations
Declarative models of computation
Deterministic finite automata
Efficient solution of problems: The class P
Efficient verification of solutions: The class NP
Equivalence of models
Introduction
Proving problems are not solvable in a model of computation
String Theory
Turing machines
Undecidability
cryptography
History
How TLS Works
data-structures
Arrays
Big-o-complexity
HashTables
HyperLogLogs
Iteration Vs Recursion
Memory
Nodes
pointers
Singly Linked Lists
Time Complexity of Data Structures
databases
data-modeling
Redis Data Modeling
postgres
always-load-sorted-data
anomaly-detection-with-stats
avoid-indexes-on-columns-with-low-selectivity
brin-index
btree-index
cluster
coalesce
disable-constraints-and-indexes-during-bulk-loads
explain-and-analyze
formatting-timestamps
gin-index
hash-index
locking-select
make-indexes-invisible
partial-indexes
row-level-security
schedule-at-uneven-times
type-casting
unlogged-tables
update-only-what-needs-updating
use-hashing-to-reduce-disk-usage
vacuum
sql
effective-sql
email-registration
mysql-8
read-only-table-swap
setup-pgtap-and-pg-prove
setup-postgrest-dbmate-redoc
time-series
a-basic-time-series-database
deep-dives
amd-vs-risc
arm-vs-risc
asynchronous-io
backend-web-app-security-vulnerabilities
common-assembly-instructions
cryptographic-library-selection
hashmap-design
intel-vs-amd
llvm-optimizations
optimizing-functional-languages
tls
devops
adding-ssl-to-nginx
eBPF tools
Glances
hardening-linux
installing-caddy
load-testing-with-bombardier
running-a-github-actions-worker
you-might-not-need-redis
frontend
analyze-webpack-bundle-size
information-theory
Hamming Codes
interviews
design
cpp
reference
C++11
C++14
C++17
C++20
C++20/17/14/11
Avoiding Implicit Conversions
Concepts
Constexpr
How Does the Virtual Keyword Work? How Do Vtables Work?
Inline
Map Vs Unordered Map
Spaceship Operator
Structured Bindings
Variadic Templates
What Does nodiscard Do?
What is the Rule of 5?
airbnb
algo-questions
api-rate-limiter
bank-service
bare-metal-hardware
chat-service
clock-speeds
concurrent-median
cpp-trivia
dependency-manager
design-a-feed-of-top-companies
design-a-rate-limiter
design-a-syncing-file-server
design-an-atm
design-an-order-book
design-make
design-youtube
ecommerce-website
faster-indexes
file-storage-service
garbage-collection
google-behavioral
gossip-protocol
green-lights
hash-tables
heavy-hitters
hyperloglog
insert-delete-get-random-o-1
job-queue
key-value-store
market-maker
max-size-of-island-with-change
messaging-service
meta-system-design-questions
metrics-service
min-rectangle
morris-traversal
nearest-neighbors
notification-service
number-of-islands
proximity-service
reservoir-sampling
restaurant-customers
ride-sharding-service
search-engine
social-media-service
social-message-board
system-design-notes
task-framework
time-series-data
trivia
type-ahead
url-shortening-service
versions
video-streaming-service
web-crawler
misc
add-one-row-to-tree
combination-sum
group-anagrams
implement-trie
lfu-cache
minimum-number-of-arrows-to-burst-balloons
print-binary-tree
print-vertically
top-k-frequent-elements
valid-sudoku
week1
balanced-binary-tree
best-time-to-buy-and-sell-stock
binary-search
climbing-stairs
first-bad-version
flood-fill
implement-queue-using-stacks
invert-binary-tree
linked-list-cycle
lowest-common-ancestor-of-a-binary-search-tree
maximum-subarray
merge-two-sorted-lists
ransom-note
two-sum
valid-anagram
valid-palindrome
valid-parentheses
week2
01-matrix
add-binary
backspace-string-compare
contains-duplicate
counting-bits
diameter-of-binary-tree
insert-interval
longest-palindrome
majority-element
maximum-depth-of-binary-tree
meeting-rooms
middle-of-the-linked-list
reverse-linked-list
roman-to-integer
week3
3sum
binary-tree-level-order-traversal
clone-graph
coin-change
course-schedule
evaluate-reverse-polish-notation
implement-trie-prefix-tree
k-closest-points-to-origin
longest-substring-without-repeating-characters
min-stack
product-of-array-except-self
week4
accounts-merge
combination-sum
lowest-common-ancestor-of-a-binary-tree
merge-intervals
number-of-islands
permutations
rotting-oranges
search-in-rotated-sorted-array
time-based-key-value-store
validate-binary-search-tree
week5
binary-tree-right-side-view
construct-binary-tree-from-preorder-and-inorder-traversal
container-with-most-water
longest-palindromic-substring
partition-equal-subset-sum
sort-colors
spiral-matrix
string-to-integer-atoi
subsets
unique-paths
word-break
week6
daily-temperatures
find-all-anagrams-in-a-string
gas-station
house-robber
kth-smallest-element-in-a-bst
letter-combinations-of-a-phone-number
lru-cache
minimum-height-trees
task-scheduler
word-search
week7
design-add-and-search-words-data-structure
find-the-duplicate-number
group-anagrams
maximum-product-subarray
next-permutation
pacific-atlantic-water-flow
remove-nth-node-from-end-of-list
shortest-path-to-get-food
top-k-frequent-words
valid-sudoku
week8
contiguous-array
course-schedule-ii
decode-string
graph-valid-tree
longest-consecutive-sequence
longest-increasing-subsequence
maximum-width-of-binary-tree
odd-even-linked-list
path-sum-ii
rotate-array
swap-nodes-in-pairs
week9
basic-calculator
binary-tree-maximum-path-sum
find-median-from-data-stream
largest-rectangle-in-histogram
maximum-frequency-stack
maximum-profit-in-job-scheduling
merge-k-sorted-lists
minimum-window-substring
serialize-and-deserialize-binary-tree
trapping-rain-water
word-ladder
math
Combinatorics a Problem Based Approach
Math Problem Books
Mathjax
Principal Components Analysis
Problems
music
Albums
Albums
Albums
networks
Multicast
operating-systems
android
Cross Compiling C for Android
Running binaries for other architectures
shell
Find IP Address with Dig
Hashmaps in Bash
Looping in Bash
ShellSpec
Sort a CSV
Time it in Bash
xv6
03-startup-and-organization
04-spinlocks
06-system-calls-from-user-mode
07-memory-management
08-page-table-architecture
09-status-and-trap-architecture
11-memory-layout
12-linker-layout
13-trap-handling
14-kernel-startup
28-disk-io
Intro
Memory and Caching
Risc-V Architecture
Virtualization
papers
algorithms
Sorting Networks and Their Applications
artificial-intelligence
Ten Quick Tips for effective Dimensionality Reduction
The Unreasonable Effectiveness of Data
classics-of-cs
A Behavioral Notion of Subtyping
A Case for Redundant Array of Inexpensive Disks (RAID)
A Method for the Construction of Minimum-Redundancy Codes
A Universal Algorithm for Sequential Data Compression
Reflections on Trusting Trust
The Smalltalk 76 Programming Environment
concurrency
A Practical Multi-Word Compare and Swap Operation
cryptography
Probabilistic Encryption
data-structures
Concurrent Tries with Efficient Nonblocking Snapshots
Don't Thrash How to Cache Your Hash on Flash
Ideal Hash Trees
RRB-Trees: Efficient Immutable Vectors
distributed-file-systems
The Chubby Lock Service
The Rsync Algorithm
distributed-systems
End to End Arguments in System Design
Solution of a Problem in Concurrent Programming Control
The Akamai Network
garbage-collection
The Slab Allocator
networking
a-protocol-for-packet-network-intercommunication
operating-systems
Reflections on Trusting Trust
The Unix Time-Sharing System
papers-to-sort
The Two Cultures
The Unreasonable Effectiveness of Mathematics in the Natural Sciences
statistics
Why most published research findings are false
streaming-algorithms
Counting Large Numbers of Events in Small Registers
personal-finance
Investments
using-401ks
programming-languages
c
polymorphism-in-c
The C Programming Language
tuples-in-c
cpp
a-tour-of-cpp
1_basics
notes
1-basics
1-basics
notes
learn-cpp
README
kmp
elixir
Monotonic Time
erlang
Learn You Some Erlang
Programming Erlang
go
Build for Different Architectures in Go
Godocs
javascript
Check if Array in JS
kotlin
head-first-kotlin
Head First Kotlin
ocaml
Real World OCaml
ruby
regex-literals-in-ruby
rust
Rustup Docs
scheme
structure-and-interpretation-of-computer-programs
Structure and Interpretation of Computer Programs
the-little-schemer
The Little Schemer
real-world-systems
AWS Aurora
AWS Lambda
ideas
The Go Garbage Collector
recipes
recipes
(Murgh Makhani) Butter Chicken
Asian Chicken Noodle Soup
Baked Katsudon (Japanese Crispy Baked Cutlet Rice Bowl)
Birria De Res
Braised White Beans and Greens With Parmesan
Buffalo Chicken Rice Bowls
Butter Chicken
Cauliflower Piccata
Challah
Chicken Biryani
Chicken Gyros
Chicken Katsu Curry
Chickpea Salad Sandwich Recipe by Tasty
Chipotle Chicken (Copycat)
Chipotle Cilantro Lime Rice (Copycat)
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May 12, 2023
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Course Schedule II
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