Showing posts sorted by date for query Petabyte century. Sort by relevance Show all posts
Showing posts sorted by date for query Petabyte century. Sort by relevance Show all posts

Tuesday, January 20, 2026

Internet Archive's Storage

Internet Archive Staff
Bruce Li introduces his The Long Now of the Web: Inside the Internet Archive’s Fight Against Forgetting thus:
This report delves into the mechanics of the Internet Archive with the precision of a teardown. We will strip back the chassis to examine the custom-built PetaBox servers that heat the building without air conditioning. We will trace the evolution of the web crawlers—from the early tape-based dumps of Alexa Internet to the sophisticated browser-based bots of 2025. We will analyze the financial ledger of this non-profit giant, exploring how it survives on a budget that is a rounding error for its Silicon Valley neighbors. And finally, we will look to the future, where the "Decentralized Web" (DWeb) promises to fragment the Archive into a million pieces to ensure it can never be destroyed.
It is long, detailed, comprehensive and well worth reading in full. Below the fold I comment on the part about storage.

Monday, April 7, 2025

Paul Evan Peters Award Lecture

At the Spring 2025 Membership Meeting of the Coalition for Networked Information, Vicky and I received the Paul Evan Peters Award.

You can tell this is an extraordinary honor from the list of previous awardees, and the fact that it is the first time it has been awarded in successive years. Part of the award is the opportunity to make an extended presentation to open the meeting. Our talk was entitled Lessons From LOCKSS, and the abstract was:
Vicky and David will look back over their two decades with the LOCKSS Program. Vicky will focus on the Program's initial goals and how they evolved as the landscape of academic communication changed. David will focus on the Program's technology, how it evolved, and how this history reveals a set of seductive, persistent but impractical ideas.
CNI has posted the video of the entire opening plenary to YouTube. Don Waters' generous introduction starts at 14:28 and Vicky starts talking at 20:00.

Below the fold is the text with links to the sources, information that appeared on slides but was not spoken, and much additional information in footnotes.

Friday, March 14, 2025

Archival Storage

I gave a talk at the Berkeley I-school's Information Access Seminar entitled Archival Storage. Below the fold is the text of the talk with links to the sources and the slides (with yellow background).

Tuesday, June 8, 2021

Unreliability At Scale

Thomas Claiburn's FYI: Today's computer chips are so advanced, they are more 'mercurial' than precise – and here's the proof discusses two recent papers that are relevant to the extraordinary levels of reliability needed in long-term digital preservation at scale. Below the fold some commentary on both papers.

Thursday, September 17, 2020

Don't Say We Didn't Warn You

Just over a quarter-century ago, Stanford Libraries' HighWire Press pioneered the switch of academic journal publishing from paper to digital when they put the Journal of Biological Chemistry on-line. Even in those early days of the Web, people understood that Web pages, and links to them, decayed over time. A year later, Brewster Kahle founded the Internet Archive to preserve them for posterity.

One difficulty was that although academic journals contained some of the Web content that  was most important to preserve for the future, the Internet Archive could not access them because they were paywalled. Two years later, Vicky Reich and I started the LOCKSS (Lots Of Copies Keep Stuff Safe) program to address this problem. In 2000's Permanent Web Publishing we wrote:
Librarians have a well-founded confidence in their ability to provide their readers with access to material published on paper, even if it is centuries old. Preservation is a by-product of the need to scatter copies around to provide access. Librarians have an equally well-founded skepticism about their ability to do the same for material published in electronic form. Preservation is totally at the whim of the publisher.

A subscription to a paper journal provides the library with an archival copy of the content. Subscribing to a Web journal rents access to the publisher's copy. The publisher may promise "perpetual access", but there is no business model to support the promise. Recent events have demonstrated that major journals may vanish from the Web at a few months notice.

This poses a problem for librarians, who subscribe to these journals in order to provide both current and future readers with access to the material. Current readers need the Web editions. Future readers need paper; there is no other way to be sure the material will survive.
Now, Jeffrey Brainard's Dozens of scientific journals have vanished from the internet, and no one preserved them and Diana Kwon's More than 100 scientific journals have disappeared from the Internet draw attention to this long-standing problem. Below the fold I discuss the paper behind the Science and Nature articles.

Tuesday, July 23, 2019

Not To Pick On Toyota

Just under five years ago Prof. Phil Koopman gave a talk entitled A Case Study of Toyota Unintended Acceleration and Software Safety (slides, video). I only just discovered it, and its an extraordinarily valuable resource for understanding the risks of embedded software. Especially the risks of embedded software in life-critical products, and the processes needed to avoid failures such as those that caused deaths from sudden unintended acceleration (SUA) of Toyota cars, and from unintended pitch-down of Boeing 737 MAX aircraft. I doubt Toyota is an outlier in this respect, and I would expect that the multi-billion dollar costs of the problems Koopman describes have motivated much improvement in their processes. Follow me below the fold for the details.

Thursday, May 2, 2019

Lets Put Our Money Where Our Ethics Are

I found a video of Jefferson Bailey's talk at the Ethics of Archiving the Web conference from a year ago. It was entitled Lets Put Our Money Where Our Ethics Are. The talk is the first 18.5 minutes of this video. It focused on the paucity of resources devoted to archiving the huge proportion of our culture that now lives on the evanescent Web. I've also written on this topic, for example in Pt. 2 of The Amnesiac Civilization. Below the fold, some detailed numbers (that may by now be somewhat out-of-date) and their implications.

Tuesday, March 19, 2019

Compression vs. Preservation

An archive is in a hardware refresh cycle and they have asked me to comment on concerns arising because their favored storage hardware uses data compression, which may not be possible to disable even if doing so were a good idea. This is an issue I wrote about two years ago in Threats to stored data.

Because similar concerns keep re-appearing in discussions of digital preservation, I decided this time to discuss it in the same way as Cloud for Preservation, writing a post with a general discussion of the issues without referring to a specific institution. Below the fold, the details.

Thursday, February 7, 2019

Cloud For Preservation

Imagine you're responsible for preserving the long-established digital collection at a large research or national library. It is currently preserved in home-grown software, or off-the-shelf software that's been extensively customized, that you are responsible for running on hardware run by your institution's IT department. You are probably not a large customer of theirs. They are probably laying down the law, saying "cloud first", especially as you are looking at a looming hardware refresh. Below the fold, I examine a set of issues that need to be clarified in the decision-making process.

Wednesday, May 16, 2018

Longer talk at MSST2018

I was invited to give both a longer and a shorter talk at the 34th International Conference on Massive Storage Systems and Technology at Santa Clara University. Below the fold is the text with links to the sources of the longer talk, which was updated from and entitled The Medium-Term Prospects for Long-Term Storage Systems.

Monday, November 6, 2017

Keynote at Pacific Neighborhood Consortium

I was invited to deliver a keynote at the 2017 Pacific Neighborhood Consortium in Tainan, Taiwan. My talk, entitled The Amnesiac Civilization, was based on the series of posts earlier this year with the same title. The theme was "Data Informed Society", and my abstract was:
What is the data that informs a society? It is easy to think that it is just numbers, timely statistical information of the kind that drives Google Maps real-time traffic display. But the rise of text-mining and machine learning means that we must cast our net much wider. Historic and textual data is equally important. It forms the knowledge base on which civilization operates.

For nearly a thousand years this knowledge base has been stored on paper, an affordable, durable, write-once and somewhat tamper-evident medium. For more than five hundred years it has been practical to print on paper, making Lots Of Copies to Keep Stuff Safe. LOCKSS is the name of the program at the Stanford Libraries that Vicky Reich and I started in 1998. We took a distributed approach; providing libraries with tools they could use to preserve knowledge in the Web world. They could work the way they were used to doing in the paper world, by collecting copies of published works, making them available to readers, and cooperating via inter-library loan. Two years earlier, Brewster Kahle had founded the Internet Archive, taking a centralized approach to the same problem.

Why are these programs needed? What have we learned in the last two decades about their effectiveness? How does the evolution of Web technologies place their future at risk?
Below the fold, the text of my talk.

Tuesday, December 9, 2014

Talk at Fall CNI

I gave a talk at the Fall CNI meeting entitled Improving the Odds of Preservation, with the following abstract:
Attempts have been made, for various types of digital content, to measure the probability of preservation. The consensus is about 50%. Thus the rate of loss to future readers from "never preserved" vastly exceeds that from all other causes, such as bit rot and format obsolescence. Will persisting with current preservation technologies improve the odds of preservation? If not, what changes are needed to improve them?
It covered much of the same material as Costs: Why Do We Care, with some differences in emphasis. Below the fold, the text with links to the sources.

Tuesday, November 18, 2014

Talk "Costs: Why Do We Care?"

Investing in Opportunity: Policy Practice and Planning for a Sustainable Digital Future sponsored by the 4C project and the Digital Preservation Coalition featured a keynote talk each day. The first, by Fran Berman, is here.

Mine was the second, entitled Costs: Why Do We Care? It was an update and revision of The Half-Empty Archive, stressing the importance of collecting, curating and analyzing cost data. Below the fold, an edited text with links to the sources.

Thursday, September 25, 2014

Plenary Talk at 3rd EUDAT Conference

I gave a plenary talk at the 3rd EUDAT Conference's session on sustainability entitled Economic Sustainability of Digital Preservation. Below the fold is an edited text with links to the sources.

Monday, April 7, 2014

What Could Possibly Go Wrong?

I gave a talk at UC Berkeley's Swarm Lab entitled "What Could Possibly Go Wrong?" It was an initial attempt to summarize for non-preservationistas what we have learnt so far about the problem of preserving digital information for the long term in the more than 15 years of the LOCKSS Program. Follow me below the fold for an edited text with links to the sources.

Wednesday, April 2, 2014

EverCloud workshop

I was invited to a workshop sponsored by ISAT/DARPA entitled The EverCloud: Anticipating and Countering Cloud-Rot that arose from Yale's EverCloud project. I gave a brief statement on an initial panel; an edited text with links to the sources is below the fold.

Monday, March 31, 2014

The Half-Empty Archive

Cliff Lynch invited me to give one of UC Berkeley iSchool's "Information Access Seminars" entitled The Half-Empty Archive. It was based on my brief introductory talk at ANADP II last November, an expanded version given as a staff talk at the British Library last January, and the discussions following both. An edited text with links to the sources is below the fold.

Wednesday, February 19, 2014

Talk at FAST BoF

I gave a talk during a Birds-of-a-Feather session on "Long-Term Storage" at Usenix's FAST (File And Storage Technologies) meeting. Below the fold is an edited text with links to the sources.

Wednesday, November 20, 2013

Patio Perspectives at ANADP II: Preserving the Other Half

Vicky Reich and I moderated a session at ANADP II entitled Patio Perspectives Session 2: New Models of Collaborative Preservation. The abstract for the session said:
This session will explore how well current preservation models keep our evolving scholarly communication products accessible for the short and long term. Library and publisher practices are changing in response to scholars' needs and market constraints. Where are the holes in our current approaches, and how can they be filled? Or are completely new models required?
I gave a brief introductory talk; an edited text with links to the sources is below the fold.

Thursday, May 16, 2013

A sidelight on "A Petabyte for a Century"

In my various posts over the last six years on A Petabyte For A Century I made the case that the amounts of data and the time for which they needed to be kept had reached the scale at which the reliability needed was infeasible. I'm surprised that I don't seem to have referred to the parallel case being made in high-performance computing, most notably in a 2009 paper, Toward Exascale Resilience by Franck Cappello et al:
From the current knowledge and observations of existing large systems, it is anticipated that Exascale systems will experience various kind of faults many times per day. It is also anticipated that the current approach for resilience, which relies on automatic or application level checkpoint-restart, will not work because the time for checkpointing and restarting will exceed the mean time to failure of a full system.
Here is a fascinating presentation by Horst Simon of the Lawrence Berkeley Lab, who has bet against the existence of an Exaflop computer before 2020. He points out all sorts of difficulties in the way other than reliability, but the key slide is #35 which does include a mention of reliability. This slide makes the same case as Cappello et al on much broader arguments, namely that to get more than an order of magnitude or so beyond our current HPC technology will take a complete re-think of the programming paradigm. Among the features required of the new programming paradigm is a recognition that errors and failures are inevitable and there is no way for the hardware to cover them up. The same is true of storage.