High Scalability

SEPTEMBER 28, 2018

@DrQz : Somewhat more revealing USL curves that go BEYOND the performance measurements (also corrects previous legend): • XDP-1 saturates single NIC at ~4 cores • DPDK scales "infinitely" but reaches NIC satn at ~13 cores • XDP-2 peaks before satn at ~15 cores due to non-zero β term.

Deliverables 14

Deliverables Digital Transformation Revenue Benchmarking 14

AIHR

MARCH 9, 2020

Say a fast-growing scale-up company has 2045 employees (1860 FTE). Larger organizations will have a lower ratio, as economies of scale through digitization and automation enables a single HR professional to serve a lot more internal customers. Bloomberg Law’s 2018 HR Benchmarks Report mentions that HR departments have a median of 1.5

Benchmarking 140

Benchmarking Staffing Metrics Human Resources 140

High Scalability

DECEMBER 14, 2018

50,000 : images in a National Geographic shoot; 11 billion : Voyager 2 miles traveled; 83% : AI papers originate outside the US; 80% : network partitions lead to catastrophic failures; 97% : large AWS customers use auto scaling; 82% : startup failures due to cashflow problems; $115.7 Jimmy Chin : Great editors are brutal.

Scaling 56

Scaling Travel Retention Software 56

Agile42

NOVEMBER 22, 2018

Press Release, Berlin and Singapore - November 22, 2018 agile42 and Cognitive Edge are excited to announce that from the 1st of December 2018, Marion Eickmann and Andrea Tomasini, the founders and CEOs of agile42, become major investors in Cognitive Edge. With the extended team we can now make a real difference. ”

Organizational Change 78

Organizational Change Scaling Organizational Development Travel 78

AIHR

JANUARY 13, 2020

While this between-person approach is useful to know what general tendencies of your employees are – such as who tends to be a high performer – it does not give us a full picture ( McCormick, Reeves, Downes, Li, & Ilies, 2018 ). Employees’ performance changes over time and it depends on many different factors.

Sales 138

Sales Sales Scaling 138

High Scalability

NOVEMBER 30, 2018

lightbend : How to scale? The farther away in space, the more ancient in time. Hou : I used to think the machines are geniuses. Now I know we’re the reason for their genius.

Sales 11

Sales Sales Scaling 11

High Scalability

JUNE 29, 2018

You want to talk scale? I got to work on something so big a cloud provider learned about their scale bottlenecks. @kellabyte : Recently I got to work on a project that really stressed Amazon AWS scalability. We spun up a cluster of 100,000 AWS instances multiple times. 2+ million CPU cores.

Implementation 52

Implementation Scaling Administration Accounts 52

High Scalability

DECEMBER 21, 2018

Jeremy Daly : Compared to building and maintaining your own systems, cloud computing is ridiculously inexpensive, especially when you’re starting out and haven’t achieved significant scale. Don’t waste your developers’ time trying to shave off nickels and dimes from your bill.

Travel 55

Travel Engineering Government Scaling 55

High Scalability

JUNE 15, 2018

Hey, it's HighScalability time: Scaling fake ratings. 1.6x : better deep learning cluster scheduling on k8s; 100,000 : Large-scale Diverse Driving Video Database; 3rd : reddit popularity in the US; 50% : increase in Neural Information Processing System papers, AI bubble? A 5 star 10,000 phone Chinese click farm. English Russia ).

Scaling 45

Scaling Software Diversity Energy 45

High Scalability

SEPTEMBER 21, 2018

They'll love you even more.

Engineering 50

Engineering Scaling Operations 50

15Five

DECEMBER 4, 2018

We’ll use this latest investment to support our global growth initiatives, including accelerating product innovation and scaling the sales, marketing, and product teams. We will grow our employee headcount significantly in the coming year, expanding from 34 employees at the start of 2018 to more than 100 in 2019.

SaaS 19

SaaS Software Performance Management Performance Review 19

High Scalability

AUGUST 24, 2018

We do *many* of these "non-best-practices" at large scale at @bustle The "connections take time" one especially irks me. JoeEmison : The history of web-scale companies says: at scale you build all your own stuff. Not at scale, you should leverage the best of what you can pay-by-use for. HTTP anyone?

Scaling 41

Scaling Revenue Accounts Marketing 41

Mike Griffiths

JUNE 9, 2019

October 2018. I loved the explanation on the diseconomies-of-scale for software and why it is actually cheaper in small batches – unlike physical goods. Evan Leybourn, Shane Hastie, lulu.com; July 2018. Mik Kersten,  IT Revolution Press; November 2018. Allan Kelly, Software Strategy Ltd.;

Software 75

Software Metrics Digital Transformation Project Management 75

15Five

JULY 8, 2019

We’ll use this funding to further accelerate the growth we’ve experienced, scale our sales and marketing teams, and continue investing heavily in our innovative product. Two quarters into the year we have already doubled our 2018 headcount and are looking to expand to 190 employees by the end of 2019.

Software 21

Software Performance Management Performance Review Organizational Development 21

UVA Darden

SEPTEMBER 7, 2023

With high concentrations of migrants in both cities and remote, rural areas, there is a large-scale need to support these vulnerable populations in order to promote peace and economic growth. Meanwhile, the already distressed country has received approximately 2.5

Inclusion 105

Inclusion Assets Business Administration Scaling 105

High Scalability

JUNE 22, 2018

Charlie Demerjian : what does Intel have planned for their server roadmap? Why is it causing such consternation among OEMs, ODMs, and major customers?

Energy 45

Energy Retention Government Scaling 45

15Five

SEPTEMBER 3, 2020

So when we were planning the Best-Self Management podcast back in 2018, we were determined to rise above the din and only produce episodes where business leaders could walk away with actionable advice on building highly engaged, high performing teams. Everyone gets a Poooodcaaaaast!

Real Estate 105

Real Estate Assets Human Resources Inclusion 105

Liquid Planner Collaboration

JULY 18, 2022

Success used to be defined in terms of scope, scale, and efficiency. Today, it doesn’t matter where you are located to perform project work. In the twentieth century, the means of production were fixed and immobile. While the twentieth century was the century of industrial conglomerates, the twenty-first century is the century of ideas.”

Risk Management 97

Risk Management Transportation Software Benefits 97

AIHR

MARCH 24, 2023

Behaviorally Anchored Rating Scale (BARS) The Behaviorally Anchored Rating Scale (BARS) method uses a predefined set of performance standards with specific behaviors describing each level of performance. Daniel Pink (2018) found that employees are most satisfied when bad news is addressed early on in the interview.

Performance Management 100

Performance Management Scaling Performance Review Implementation 100

AIHR

FEBRUARY 4, 2019

Toxicity has in fact been found to be contagious within organizations (Dimmock, & Gerken, 2018). Scaling and percolation in the small-world network model. This is aligned with findings in biology, where high density networks are more prone to be disrupted through virus infections. McPherson, M., Smith-Lovin, L., & Cook, J.

Diversity 110

Diversity Compensation Metrics Education 110

Mind Tools Strategy

JUNE 16, 2023

And in the radio station where we worked, large-scale change was looming. So we made a five-year plan – a fairly small-scale one, granted, but, in retrospect, it was actually a very business-minded approach. Army Heritage and Education Center (2018). Reference: [1] U.S. Available here. Accessed June 9, 2023.]

Benefits 98

Benefits Metrics Scaling Education 98

Liquid Planner Productivity

JUNE 22, 2022

On a world scale, that can manifest as time culture. Washington, DC, National Academies Press, 2018. Our relationship with time is very personal. We all perceive it in different ways. How well do you understand your relationship with time? Socrates said, “To know thyself is the beginning of wisdom.” Accessed 14 June 2022.

Manager 81

Manager Engineering Project Management Diversity 81

AIHR

MARCH 30, 2021

ISO/TS 30411:2018 defines six metrics: Quality of hire: the performance of an individual after hire compared to pre-hire expectations. It is a three-step process: Ask the hiring manager: On a scale of 0-10, how much of a fit is this new hire for the job? Ask the new hire: On a scale of 0-10, how much of a fit is this new job for you?

Recruitment 137

Recruitment Benchmarking Metrics Onboarding 137

Chief Executive

MARCH 2, 2023

Many mid-market manufacturers face a big decision as they attempt to scale up: To make or buy their goods? So Tierney retrofitted a small facility in Wisconsin with his own machines to make his own production runs for Stuffed Puffs beginning in late 2018. You’d better be able to continue to support that with your volume and scale.

Scaling 52

Scaling Assets Engineering Marketing 52

AIHR

APRIL 23, 2018

On May 25 th 2018, GDPR will replace the UK’s Data Protection Act (DPA). A November 2017 Deloitte GDPR survey across organisations and industry sectors in EMEA learned that only 15% of those surveyed expected to be fully compliant by the May 2018 deadline. Consider how you are managing consent.

Compliance 68

Compliance Software Banking Retention 68

AIHR

APRIL 9, 2018

In 2018, HR metrics & analytics was deemed the least effective area of HR (out of 23 different areas which include headache topics like change management and workforce planning). In the survey, we ask questions about the state of metrics and analytics within HR departments. Data Plan at a Glance – Selecting Metrics that Matter.

Metrics 75

Metrics Government Scaling Implementation 75

AIHR

NOVEMBER 25, 2019

According to the Sierra-Cedar 2017-2018 HR System Survey Whitepaper , for the mid (2,500-10,000) to large (10,000+) segment, the market leaders are SAP (SAP ECC HR, an on-premise HRIS, & SuccessFactors, a cloud-based HRIS), Workday, Oracle HRMS, and Kronos. Small-scale implementations may be much more rapid.

Human Resources 105

Human Resources Implementation Workflows Recruitment 105

Andrew Chen

DECEMBER 10, 2018

I presented all of this at the Andreessen Horowitz Summit in 2018, which gathers our portfolio companies, partners, LPs, and close friends. In early 2018, it became the most downloaded app at that time. But let’s first cover many of the new platforms that have hit major scale. Above: The new technology at scale is video.

Media 100

Media Advertising Scaling Marketing 100

AIHR

APRIL 6, 2023

It can be tailored for different scale projects as well as individual or group learning. 2018 } Rapid instructional design Rapid instructional design is a more agile approach to instructional design. This can lead to a misfit between the end product and the reason why the process was started in the first place. Based on Mooijman et al.,

Implementation 105

Implementation Sales Sales User Experience 105

AIHR

MAY 7, 2018

I have seen this several times in fast growing scale-ups. This article is based on a keynote I gave at the Workforce Analytics Forum in Frankfurt, Germany, on April 18, 2018. We see a slow change at the horizon. Traditionally, capacity problems have been solved by recruiting new people. This has led to several problems.

Performance Management 111

Performance Management Benefits Implementation Manager 111

Chief Executive

OCTOBER 20, 2022

It brings drag-and-drop ease and efficiency to the customer-data revolution for companies from the enterprise scale of Ford down to midsize marketing agencies. billion in 2018, Tableau for $15.7 I’m an example, and my cofounder is an example, but not every person is going to be able to move in that kind of scale.

Software 98

Software Scaling Sales Sales 98

Chief Executive

JUNE 28, 2022

While it may be obvious why CEOs did not receive new grants in 2020—many, in fact, took cuts to their compensation that year to help weather the Covid storm—a look back at 2018, during a robust economy, median private company CEOs did not, then, report any new grants either. million was less than $40,000.

Compensation 52

Compensation Revenue Scaling Manager 52

Chief Executive

OCTOBER 4, 2022

The General Social Survey also found that society’s happiness plummeted from 2018 to 2020. In organizational psychology, these events are referred to as “turnover shocks,” although rarely do they happen on such a widespread scale. Although we do not know what they will be, more turnover shocks will surely come.

Compliance 98

Compliance Benefits Inclusion Retention 98

Vantage Circle

DECEMBER 13, 2023

Rock Climbing Adventure Scale new heights with a rock climbing excursion, guided for safety and excitement. Vantage Circle kicked off its blog journey back in 2018, and guess what? Size refers to the scale or magnitude of the company. Did you know? We've now shared fascinating reads with over a million readers!

Real Estate 105

Real Estate Inclusion Scaling Marketing 105

Andrew Chen

JUNE 25, 2019

As the number of homes on Airbnb scaled from around 100,000 in 2012 to over 6 million today, I led teams tackling everything from supply growth, to guest booking conversion, to marketplace quality. Once you reach scale, fraud becomes a real issue. Who did what in international expansion in 2018. Tactic #4: Run direct sales.

Retention 111

Retention User Experience Travel Marketing 111

Get Lighthouse

SEPTEMBER 1, 2022

And several other benefits have been reported by recent large-scale research: Management experts Adrian Gostick and Chester Elton's The Carrot Principle: How the Best Managers Use Recognition to Engage Their People, Retain Talent, and Accelerate Performance revealed data from a 10-year study of more than 200,000 employees. Let them know.

Retention 131

Retention Benefits Manager Engineering 131

Chief Executive

MAY 15, 2023

As early as 2018, U.S. Large-scale layoffs have not been restricted to big tech employers—in the last six months, companies in automotive, consumer and industrial products; financial services; life sciences sectors and more have announced intentions to reduce headcount across corporate and technical job roles. average (U.S.

Software 52

Software Scaling Marketing Operations 52