Leverage Kubernetes To Optimize the Utilization of Your AI Accelerators
23 min

Leverage Kubernetes To Optimize the Utilization of Your AI Accelerators

MLOps World - MLOps World & Generative AI World 2024
Nathan Beach
accelerators kubernetes kubernetes-engine ai gpu optimization training inference workloads resource-utilization cloud-computing
Large Language Model Training and Serving at LinkedIn
24 min

Large Language Model Training and Serving at LinkedIn

MLOps World - MLOps World & Generative AI World 2024
Dre Olgiati
llm large-language-models ai machine-learning mlops training gpu kubernetes python tensorflow pytorch kernels optimization memory-management transformer
Streamlining AI Deployments
8 min

Streamlining AI Deployments

MLOps World - MLOps World & Generative AI World 2024
Vasilis Vagias
ai llm mlops deployment optimization inference compiler pytorch docker gpu api
Cloud-Native Quantum: Running Quantum Serverless Workloads on Kubernetes
37 min

Cloud-Native Quantum: Running Quantum Serverless Workloads on Kubernetes

KubeCon + CloudNativeCon - KubeCon + CloudNativeCon Europe 2023
Paul Schweigert Michael Maximilien
quantum-computing cloud-native kubernetes serverless knative qiskit ibm machine-learning optimization circuit-cutting vqe
Minimizing Energy Consumption in Bare Metal K8s Clusters
37 min

Minimizing Energy Consumption in Bare Metal K8s Clusters

KubeCon + CloudNativeCon - KubeCon + CloudNativeCon Europe 2023
Marco Schröder David Meder-Marouelli
kubernetes k8s bare-metal energy-consumption cloud-native infrastructure data-center optimization automation horizontal-pod-autoscaler vertical-pod-autoscaler
Why WhatsApp Uses ListView
28 min

Why WhatsApp Uses ListView

Droidcon - Droidcon London 2024
Hadi Tok
android listview recyclerview performance optimization android-development ui-development app-architecture whatsapp
How to Optimize, Validate and Deploy ML Models on Device
1h 1m

How to Optimize, Validate and Deploy ML Models on Device

Droidcon - Droidcon London 2024
Bhushan Sonawane Meghan Stronach
machine-learning ml-deployment on-device-ai qualcomm ai-hub optimization validation tensorflow-lite onnx-runtime android-development performance-tuning mpu android
How we are making CPython faster. Past, present and future.
30 min

How we are making CPython faster. Past, present and future.

PyCon - PyCon US 2023
Mark Shannon
cpython performance optimization python interpreter programming-languages compiler runtime
Quicksort, Timsort, Powersort - Algorithmic ideas, engineering tricks, and trivia behind CPython's new sorting algorithm
30 min

Quicksort, Timsort, Powersort - Algorithmic ideas, engineering tricks, and trivia behind CPython's new sorting algorithm

PyCon - PyCon US 2023
Sebastian Wild
python cpython algorithms sorting timsort quicksort powersort performance optimization mergesort
Into the Logisticverse: Improving Efficiency in Transportation Networks using Python
28 min

Into the Logisticverse: Improving Efficiency in Transportation Networks using Python

PyCon - PyCon US 2023
Uzoma Nicholas Muoh
python transportation-networks logistics optimization ortools networkx skfuzzy data-science graph-analytics
Power up your work with compiling and profiling
1h 34m

Power up your work with compiling and profiling

PyCon - PyCon US 2023
Cheuk Ting Ho
python numba jit-compiler profiling performance-optimization numerical-computing data-science numpy optimization
Speeding Up Your React App With Less JavaScript
21 min

Speeding Up Your React App With Less JavaScript

React Summit - React Summit 2023
Misko Hevery
react javascript performance optimization hydration ssr web-development frontend qwik developer-experience