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Tag: pillar-quant-dev
64 items with this tag.
Sep 12, 2026
8.1 Python Quant Stack
pillar-quant-dev
python-quant-stack
numpy
pandas
numba
index-hub
Sep 12, 2026
8.1.1 The Python Quant Stack from Zero
pillar-quant-dev
python-quant-stack
intuition
interpreted-vs-compiled
stack-overview
Sep 12, 2026
8.1.2 NumPy Vectorization
pillar-quant-dev
python-quant-stack
numpy
vectorization
broadcasting
views-vs-copies
Sep 12, 2026
8.1.3 pandas Pitfalls
pillar-quant-dev
python-quant-stack
pandas
chained-assignment
object-dtype
performance
Sep 12, 2026
8.1.4 numba & JIT
pillar-quant-dev
python-quant-stack
numba
jit
nopython-mode
Sep 12, 2026
8.1.5 Failure Modes & Real-World Practice
pillar-quant-dev
python-quant-stack
failure-modes
gil
hidden-copies
dtype-traps
Sep 12, 2026
8.1.6 Advanced Extensions
pillar-quant-dev
python-quant-stack
polars
arrow
production-limits
vectorbt
Oct 03, 2026
8.2 High-Performance C++ for Trading
pillar-quant-dev
high-performance-cpp
cpp
zero-allocation
cache-locality
index-hub
Sep 12, 2026
8.2.1 High-Performance C++ from Zero
pillar-quant-dev
high-performance-cpp
intuition
latency
latency-budget
Sep 12, 2026
8.2.2 Why C++ for Latency-Critical Code
pillar-quant-dev
high-performance-cpp
raii
deterministic-latency
tail-latency
Sep 12, 2026
8.2.3 Memory & Cache
pillar-quant-dev
high-performance-cpp
cache-locality
simd
data-layout
Sep 12, 2026
8.2.4 Zero-Cost Abstraction
pillar-quant-dev
high-performance-cpp
zero-cost-abstraction
templates
move-semantics
tdd
Sep 12, 2026
8.2.5 Failure Modes & Real-World Practice
pillar-quant-dev
high-performance-cpp
failure-modes
undefined-behaviour
branch-prediction
allocation
Sep 12, 2026
8.2.6 Advanced Extensions
pillar-quant-dev
high-performance-cpp
profiling
benchmarking
toolchain
optimization-flags
Sep 12, 2026
8.3 Concurrency & Lock-Free Programming
pillar-quant-dev
concurrency
lock-free
memory-model
atomics
index-hub
Sep 12, 2026
8.3.1 Concurrency & Lock-Free Programming from Zero
pillar-quant-dev
concurrency
lock-free
intuition
threading
amdahl
Sep 12, 2026
8.3.2 Why Locks Are Slow
pillar-quant-dev
concurrency
lock-free
contention
priority-inversion
amdahl
Sep 12, 2026
8.3.3 Lock-Free Data Structures
pillar-quant-dev
concurrency
lock-free
spsc
ring-buffer
cas
Sep 12, 2026
8.3.4 The Memory Model & Memory Ordering
pillar-quant-dev
concurrency
lock-free
memory-model
acquire-release
false-sharing
Sep 12, 2026
8.3.5 Failure Modes & Real-World Practice
pillar-quant-dev
concurrency
lock-free
failure-modes
data-race
priority-inversion
Sep 12, 2026
8.3.6 Advanced Extensions
pillar-quant-dev
concurrency
lock-free
disruptor
batching
wait-free
Sep 12, 2026
8.4 Low-Latency Linux & Networking
pillar-quant-dev
low-latency-linux
kernel-tuning
kernel-bypass
networking
index-hub
Sep 12, 2026
8.4.1 Low-Latency Linux & Networking from Zero
pillar-quant-dev
low-latency-linux
intuition
latency
jitter
Sep 12, 2026
8.4.2 Kernel Tuning for Latency
pillar-quant-dev
low-latency-linux
kernel-tuning
isolcpus
hugepages
numa
cpu-pinning
Sep 12, 2026
8.4.3 Kernel Bypass & NICs
pillar-quant-dev
low-latency-linux
kernel-bypass
dpdk
solarflare
onload
nic-tuning
busy-polling
Sep 12, 2026
8.4.4 Market-Data Networking
pillar-quant-dev
low-latency-linux
market-data
multicast
udp
tcp
packet-timing
sequence-gap
Sep 12, 2026
8.4.5 Failure Modes & Practice
pillar-quant-dev
low-latency-linux
failure-modes
config-drift
jitter
monitoring
Sep 12, 2026
8.4.6 Advanced Extensions
pillar-quant-dev
low-latency-linux
latency-measurement
perf
histogram
ptp
advanced-extensions
Sep 12, 2026
8.5 Tick-Level Databases & Time-Series
pillar-quant-dev
tick-level-databases-and-timeseries
timeseries-databases
columnar-storage
kdb-q
index-hub
Sep 12, 2026
8.5.1 Tick Data from Zero
pillar-quant-dev
tick-level-databases-and-timeseries
intuition
columnar-storage
Oct 03, 2026
8.5.2 Storage Formats
pillar-quant-dev
tick-level-databases-and-timeseries
storage-formats
parquet
arrow
zone-maps
Sep 12, 2026
8.5.3 Compression
pillar-quant-dev
tick-level-databases-and-timeseries
compression
delta-encoding
dictionary-encoding
bit-packing
Sep 12, 2026
8.5.4 Time-Series Databases
pillar-quant-dev
tick-level-databases-and-timeseries
kdb-q
clickhouse
duckdb
as-of-join
Sep 12, 2026
8.5.5 Failure Modes and Real-World Practice
pillar-quant-dev
tick-level-databases-and-timeseries
failure-modes
point-in-time
look-ahead
schema-drift
Sep 12, 2026
8.5.6 Advanced Extensions
pillar-quant-dev
tick-level-databases-and-timeseries
bitemporal
point-in-time
data-pipelines
partitioning
Sep 12, 2026
8.6 Data Infrastructure & Reproducibility
pillar-quant-dev
data-infrastructure-and-reproducibility
data-pipelines
data-lineage
reproducibility
index-hub
Sep 12, 2026
8.6.1 Data Infrastructure & Reproducibility from Zero
pillar-quant-dev
data-infrastructure-and-reproducibility
intuition
determinism
checksums
Sep 12, 2026
8.6.2 Data Pipelines
pillar-quant-dev
data-infrastructure-and-reproducibility
data-pipelines
data-validation
etl
Sep 12, 2026
8.6.3 Data Versioning & Lineage
pillar-quant-dev
data-infrastructure-and-reproducibility
data-versioning
data-lineage
merkle
checksums
Sep 12, 2026
8.6.4 Reproducibility
pillar-quant-dev
data-infrastructure-and-reproducibility
reproducibility
determinism
environment-management
lockfiles
Sep 12, 2026
8.6.5 Failure Modes & Practice
pillar-quant-dev
data-infrastructure-and-reproducibility
failure-modes
data-quality
config-drift
point-in-time
Sep 12, 2026
8.6.6 Advanced Extensions
pillar-quant-dev
data-infrastructure-and-reproducibility
experiment-tracking
mlops
environment-management
research-to-production
Sep 12, 2026
8.7 Event-Driven Backtesting Engines
pillar-quant-dev
event-driven-backtesting
backtesting
event-loop
execution-simulator
index-hub
Sep 12, 2026
8.7.1 Event-Driven Backtesting from Zero
pillar-quant-dev
event-driven-backtesting
intuition
look-ahead-bias
vectorized-backtest
Sep 12, 2026
8.7.2 The Architecture
pillar-quant-dev
event-driven-backtesting
architecture
data-handler
execution-handler
Sep 12, 2026
8.7.3 The Event Loop
pillar-quant-dev
event-driven-backtesting
event-loop
discrete-event-simulation
priority-queue
latency
Sep 12, 2026
8.7.4 Vectorized vs Event-Driven
pillar-quant-dev
event-driven-backtesting
vectorized-backtest
execution-simulation
comparison
Sep 12, 2026
8.7.5 Failure Modes & Practice
pillar-quant-dev
event-driven-backtesting
failure-modes
look-ahead-bias
survivorship-bias
market-impact
Sep 12, 2026
8.7.6 Advanced Extensions
pillar-quant-dev
event-driven-backtesting
market-impact
queue-position
determinism
live-parity
Sep 12, 2026
8.8 FIX Protocol & Exchange Connectivity
pillar-quant-dev
fix-protocol
exchange-connectivity
order-routing
sessions
index-hub
Sep 12, 2026
8.8.1 FIX From Zero
pillar-quant-dev
fix-protocol
exchange-connectivity
intuition
tag-value
Sep 12, 2026
8.8.2 The FIX Protocol
pillar-quant-dev
fix-protocol
exchange-connectivity
message-structure
checksum
Sep 12, 2026
8.8.3 FIX Session Management
pillar-quant-dev
fix-protocol
exchange-connectivity
session-management
sequence-numbers
resend
Sep 12, 2026
8.8.4 Order Lifecycle & Connectivity Architecture
pillar-quant-dev
fix-protocol
exchange-connectivity
order-lifecycle
high-availability
gateways
Sep 12, 2026
8.8.5 Failure Modes & Practice
pillar-quant-dev
fix-protocol
exchange-connectivity
failure-modes
duplicate-execution
certification
Sep 12, 2026
8.8.6 Advanced Extensions
pillar-quant-dev
fix-protocol
exchange-connectivity
itch-ouch
fast-sbe
binary-protocols
Oct 03, 2026
8.9 Production Trading Systems
pillar-quant-dev
production-trading-systems
deployment
monitoring
risk-guards
reconciliation
index-hub
Oct 03, 2026
8.9.1 Production Trading Systems from Zero
pillar-quant-dev
production-trading-systems
intuition
research-to-production
Sep 12, 2026
8.9.2 The Research-to-Production Lifecycle & Deployment
pillar-quant-dev
production-trading-systems
lifecycle
canary
blue-green
deployment
Sep 12, 2026
8.9.3 Monitoring & Alerting for Trading Systems
pillar-quant-dev
production-trading-systems
monitoring
alerting
anomaly-detection
ewma
Sep 12, 2026
8.9.4 Risk Guards & Kill Switches
pillar-quant-dev
production-trading-systems
risk-guards
kill-switch
pre-trade-risk
rate-limiting
Sep 12, 2026
8.9.5 Failure Modes & Practice
pillar-quant-dev
production-trading-systems
failure-modes
reconciliation
incident-response
post-mortem
Sep 12, 2026
8.9.6 Advanced Extensions
pillar-quant-dev
production-trading-systems
high-availability
failover
leader-election
rto-rpo
Sep 12, 2026
Pillar 8: Quantitative Development (Quant Engineering)
pillar-quant-dev
quant-engineering
high-performance-cpp
trading-systems