Home Storage & Network Topology (2013)

In 2011, I wrote a fairly popular blog post outlining my home solution for storage & backup:

Since it has been almost two years, I thought I’d update the information with some improvements.

Updated Network Topology

In 2012, I had a chance to update our network infrastructure, and as a result we have a slightly different home network topology than the one I diagrammed in 2011.  The following image shows the current, high level structure (note: I haven’t documented all devices or switches on the network)

home_storage_topology_20132013 Home Network Topology

Enhancement: Comcast 105Mbps Service

In March 2013, Comcast announced doubling it’s internet connectivity speeds in the San Francisco Bay Area for no additional cost.  This proved to be enough of an improvement to get me to face the reality that AT&T Uverse was never, ever going to get any faster than 24Mbps.

After reading about ISP and internet speed on moveyourmoneyproject.org, my order is in to convert to Comcast.  I’ll post here if the experience is anything but what’s expected – a massive increase in download speeds.  With multiple people in our household now hitting Netflix streaming up to four at once, I think the upgrade is perfectly timed.

Enhancement: WD 6TB Thunderbolt Duo for iTunes

Last month, tragedy struck.  The 4TB USB 3.0 hard drive I had been using for the main iTunes library crashed.  Fortunately, thanks to the backup solution in place, all files were recovered.

The only problem was recovery time.  It was slow.  It turns out, restoring about 3.5 TB from the Synology box to a USB hard drive took over 38 hours.  Now, granted, Time Machine isn’t the fastest recovery software, but it’s what I’ve been using reliably.

At 3.5TB, I realized I was going to max out the Seagate 4TB drives soon anyway.  After some research, I decided to get the 6TB Western Digital Thunderbolt Duo.  With two 3TB drives striped with RAID 0, combined with the 10Gbps Thunderbolt bus, I was hoping for significant speed improvements.

Restoring 3.5TB via Time Machine from my Synology box to the Thunderbolt Duo took less than 16 hours, a huge improvement over the previous experience with the Seagate USB drive.  Most of this benefit is likely due to Thunderbolt bus (I gave the drive a dedicated port on the iMac.)  Regardless, I’m thrilled to have a solution that will continue to scale through the year until larger single disk drives are available. (As a caveat, I’m now at double the risk of failure on the main iTunes drive, since if either drive fails, the whole drive will fail.)

Last Note: Stagnation in Hard Drives

It’s worth noting that it has been over 18 months since we’ve seen a larger single 3.5″ hard drive size.  We’ve been promised 6TB drives later this year, with headroom to 60TB for a 3.5″ drive on the upcoming technology, but it’s clear that single disk storage isn’t really keeping up with the increasingly large file sizes of HD video storage.  Imagine the strain when files go to 3D and Ultra HD formats.

For those of you who are interested in these type of technical details, I hope you find the above useful.

Behavioral Finance Explains Bubbles

Note: This post ran originally in TechCrunch on April 20.  As a courtesy to regular followers of my blog, I’ve reposted the content here to ensure that longtime readers have access to it.

“Bubbles are beautiful, fun and fascinating, but do you know what they are and how they work? Here’s a look at the science behind bubbles.” – About.com Chemistry, “Bubble Science

“Double, double toil and trouble
Fire burn, and cauldron bubble.” – Macbeth, Act 4, Scene 1

Given the incredible volatility we’ve seen lately in the Bitcoin and gold markets, there has been a resurgence in discussion about bubbles. By my perspective, after working for North Shore Advisory in the valley, this topic is always top of mind in Silicon Valley, especially given that the two favorite local topics of conversation  are technology companies and housing.

Defining a market bubble is actually a bit trickier than it might first appear. After all, what differentiates the inevitable booms and busts involved in almost any business and industry from a “bubble”?

The most common definition that a financial advisor will give of a speculative or market bubble is, when a broad-based, surging euphoria or wave of optimism carries asset prices well beyond supportable value. The canonical bubble was the tulip mania of the 1630s, but it extends across history and countries all the way up to the Internet bubble of the late 1990s and the housing bubbles in the past decade.

WHAT DO BUBBLES LOOK LIKE?

Not surprisingly, there are a number of great frameworks for thinking about this problem.

In 2011, Steve Blank and Ben Horowitz debated in The Economist whether or not technology was in a new bubble. In those posts, Steve cited the research of Jean-Paul Rodrigue denoting four phases of a bubble: stealth, awareness, mania and blow-off.

bubble chart

(Source: Wikipedia)

HOW DO BUBBLES HAPPEN?

In 2000, Edward Chancellor published an excellent history and analysis of market bubbles over four centuries and a wide variety of countries called “Devil Take the Hindmost: A History of Financial Speculation.” In his book, he finds at least two consistent ingredients.

  • Uncertainty. In almost every bubble, there seems to be some form of innovation or insight that forces people to rapidly debate the creation of new economic value. (Yes, even tulip bulbs were once an innovation, and the product was incredibly unpredictable.) This uncertainty is typically compounded by some form of lottery effect, exacerbating early pay-offs for the first actors. Think back to stories about buying a condo in Las Vegas and flipping it in months for amazing gains. This creates the inevitable upside/downside imbalance that Henry Blodget recently framed as: “If you lose your bet, you lose 100%. If you win your bet, you make 1000%.” Inevitably, this innovation always leads to a shockingly large assessment of how much value could be created by this market.
  • Leverage/Liquidity. In every bubble, there is some form of financial innovation that broadly increases both leverage and liquidity. This is critical, because the expansion of leverage not only provides massive liquidity to fund the expansion of the bubble, but the leverage also sets up the covenants that inevitably unwind when the bubble turns aggressively to the downside. In some ways, it’s also inevitable. When a large number of people believe they’ve found a sure thing, logic dictates they should borrow cheap money to maximize their returns. In fact, the belief it may be a bubble can make them even greedier to lever up their investment so they can “cash out” the most before the inevitable break.

BEHAVIORAL FINANCE LESSONS IN BUBBLES

Bubbles clearly have an emotional component, and to paraphrase Dan Ariely, humans may be irrational, but they are predictably irrational.

There are five obvious attributes of components of bubble psychology that play into market manias:

  1. Anchoring. We hear a number, and when asked a value-based question, even unrelated to the number, they gravitate to the value that was suggested. We hear gold at $1,500, and immediately in the aggregate we start thinking that $1,000 is cheap and $2,000 might be expensive.
  2. Hindsight Bias. We overestimate our ability to predict the future based on the recent past. We tend to over-emphasize recent performance in our thinking. We see a short-term trend in Bitcoin, and we extend that forward in the future with higher confidence than the data would mathematically support.
  3. Confirmation Bias. We selectively seek information that supports existing theories, and we ignore/dispute information that disproves those theories. (This also tends to explain most political issue blogs and comment threads.)
  4. Herd Behavior. We are biologically wired to mimic the actions of the larger group. While this behavior allows us to quickly absorb and react based on the intelligence of others around us, it also can lead to self-reinforcing cycles of aggregate behavior.
  5. Overconfidence. We tend to over-estimate our intelligence and capabilities relative to others. Seventy-four percent of professional fund managers in the 2006 study “Behaving Badly”believed they had delivered above-average job performance.

The greater fool theory posits that rational people will buy into valuations that they don’t necessarily believe, as long as they believe there is someone else more foolish who will buy it for an even higher value. The human tendencies described above lead to a fairly predictable outcome: After an innovation is introduced and a market is formed, people believe both that they are among the few who have spotted the trend early, and that they will be smart enough to pull out at the right time.

Ironically, the combination of these traits predictably leads to these four words: “It’s different this time.”

IT’S DIFFERENT THIS TIME

After two massive bubbles in the U.S. in less than a decade, many people question spotting bubbles ahead of time is so difficult. In every bubble, a number of people do correctly identify the bubble. As in the story of the boy who cried wolf, however, the truth is apt to be disbelieved. The problem is that in every market, there are always people claiming that prices are too high. That’s what makes a market. As a result, the cry of “bubble” is far more often proven wrong than right.

Every potential bubble, however, provides an incredibly valuable frame for deepening and debating the role of human psychology in financial markets. Honestly and thoughtfully examining your own behavior through a bubble, and comparing it to the insights provided by behavioral finance, can be one of the most valuable tools an investor has to learning about themselves.