The Morning Paper

JUNE 11, 2019

Beyond data and model parallelism for deep neural networks Jia et al., The goal here is to reduce the training times of DNNs by finding efficient parallel execution strategies, and even including its search time, FlexFlow is able to increase training throughput by up to 3.3x SysML’2019. Expanding the search space.

Network 81

Network Strategy Hardware Benchmarking 81

The Netflix TechBlog

OCTOBER 19, 2020

Reconstructing a streaming session was a tedious and time consuming process that involved tracing all interactions (requests) between the Netflix app, our Content Delivery Network (CDN), and backend microservices. However, having a scalable stream processing platform doesn’t help much if you can’t store data in a cost efficient manner.

Infrastructure 233

Infrastructure Transportation Storage Open Source 233

The Morning Paper

NOVEMBER 26, 2019

The merge strategy should work differently for the mergeable and non-mergeable components, so we need a way to tell the two cases apart. How do you efficiently store, compute, and retrieve the LCA given two concurrent versions? Not every element in a composite data type may itself be mergeable though.

C++ 98

C++ Storage Benchmarking Efficiency 98

Percona

JUNE 22, 2023

” Here are additional metrics used to determine the reliability of a database, make adjustments that minimize downtime, and set benchmarks for meeting business continuity requirements. Without enough infrastructure (physical or virtualized servers, networking, etc.), Networking equipment (switches, routers, etc.)

Availability 109

Availability Database Open Source Hardware 109

Dotcom-Montior

JUNE 16, 2020

SaaS businesses are built upon the simplicity of computing, storage, and networking they provide to their users. For a SaaS business, SLA compliance should effectively and efficiently establish the following criteria: Uptime. Termination and exit strategy with an easy and smooth transition. Performance.

Infrastructure 52

Infrastructure Monitoring Mobile Benchmarking 52

CSS - Tricks

APRIL 1, 2021

Google’s industry benchmarks from 2018 also provide a striking breakdown of how each second of loading affects bounce rates. In that spirit, what we’re looking at in this article is focused more on the incremental wins and less on providing an exhaustive list or checklist of performance strategies. Again, every millisecond counts.

Cache 92

Cache Social Media Media Network 92

The Morning Paper

JUNE 27, 2019

Systems researchers are doing an excellent job improving the performance of 5-year old benchmarks, but gradually making it harder to explore innovative machine learning research ideas. Convolutional Capsule primitives can be implemented reasonably efficiently on CPU but problems arise on accelerators (e.g. GPU and TPU).

Systems 87

Systems Tuning Programming Innovation 87

Smashing Magazine

JANUARY 11, 2021

Networking, HTTP/2, HTTP/3 OCSP stapling, EV/DV certificates, packaging, IPv6, QUIC, HTTP/3. In many organizations, front-end developers know exactly what common underlying problems are and what strategies should be used to fix them. Performance Budgets, Pragmatically shows you a strategy to achieve that. Large preview ).

Performance 145

Performance Cache Media Metrics 145

Alex Russell

OCTOBER 22, 2017

We constrain ourselves to a real-world baseline device + network configuration to measure progress. This rework delays launch which, in turn, delays gathering data about the viability of a PWA strategy. Budgets are scaled to a benchmark network & device. The median user is on a slow network. Where to start?

Performance 68

Performance Benchmarking Network Mobile 68

Rigor

OCTOBER 30, 2019

When evaluating your performance solution requirements, keep in mind that: Maintaining performant sites and applications requires you to efficiently gather and analyze data points over time. Detailed optimization analysis and guidance are necessary for operationalizing your performance strategy and driving time-to-market improvements.

Google 51

Google Best Practices Energy Website 51

Testsigma

MAY 19, 2020

Before defining the scope, the requirements should be well understood and test strategy should be defined keeping the timelines in mind. an environment variable like network connectivity changed over time and is not aligned with the assumption with which test automation was built initially. Starting without a Test Plan.

Software 85

Software Software Testing Open Source 85

Smashing Magazine

JANUARY 6, 2020

It might be tempting to get into quick "low-hanging-fruits"-optimizations early on — and it might be a good strategy for quick wins — but it will be very hard to keep performance a priority without planning and setting realistic, company-tailored performance goals. when web fonts aren’t loaded yet). Planning, planning, planning.

Performance 145

Performance Cache Network Metrics 145

SQL Server According to Bob

JANUARY 11, 2020

Important Always consult with your hardware manufacturer for proper stable media strategies. Lazy write (LRU and memory-pressure based) Checkpoint (recovery-interval based) Eager write (nonlogged I/O based) To ​​ efficiently flush writes to disk, ​​ WriteFileGather ​​ is used.

Servers 40

Servers Cache Media Hardware 40

SQL Server According to Bob

JANUARY 11, 2020

url=/library/en-us/fileio/fs/sparse_files.asp ) ​​ on the ​​ Microsoft Developer Network ​​ (MSDN). Restore backups on secondary systems ​​ frequently ​​ to make sure that your complete backup strategy is functioning correctly.

Servers 40

Servers Cache Database Media 40

High Scalability

NOVEMBER 25, 2019

To add elasticity, reliability and durability, these data centers are connected to Google Cloud platform using high speed, secure Google Interconnect network. Version7 (Future): Move all compute to the public cloud, carve out more services for impact isolation, dynamic resource pooling to manage pets and cattle efficiently.

Architecture 52

Architecture Cache Azure Storage 52