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    Data Model Evolution

    Written by

    Peter Coffee
    Published November 18, 2002
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      Only once has the IT industry gotten it right in predicting the timing of technology spending—and that was because Y2K compliance efforts were scheduled, whether anyone knew it or not, hundreds of years in advance.

      With due respect, therefore, for the chance that anyone takes in making any nontrivial IT prediction, eWeek Labs shared a look into the crystal ball with five well-placed prognosticators: Rod Adkins, general manager of IBMs Pervasive Computing Division; Rick Rashid, senior vice president at Microsoft Corp. and head of Microsoft Research Group; and a troika of Sun Microsystems Inc. gurus, Chief Technology Officer Greg Papadopoulos (now lecturing at Massachusetts Institute of Technology), Chief Researcher and Science Office Director John Gage, and Sun Fellow and Vice President James Gosling.

      eWeek Labs came to the table with a draft list of candidates for top technologies of next year and beyond, including:

      • broadband networks;
      • Web appliances, all form factors;
      • open-source software;
      • wireless network access;
      • self-healing systems;
      • programmer productivity aids and
      • identity management.

      Suns Papadopoulos was quick to point out that these categories overlap in ways that arent widely recognized. Wireless, for example, is not just the relatively low-bandwidth solution to meeting mobile needs. “Fixed wireless can deliver bandwidth of 100M bps to any home or office within range of a relay station, significantly reducing the last-mile costs that have held back broadband deployment,” he said.

      At the same time, Papadopoulos, based in Santa Clara, Calif., agreed that the proliferation of mobile users and applications to serve them is driving a new point of view on system design.

      “The Internet is rapidly moving beyond connecting computers and their browsers to connecting people and providing for their interaction,” Papadopoulos said. “The thinking around mobile services is at the heart of this transformation and true convergence between the computer-centric view of the Internet and the people-centric view of telephony.”

      Microsofts Rashid likewise sees the network becoming more aware of individual users rather than their devices. Information about our personal activities, he said, will soon be stored in fewer redundant (and possibly inconsistent) ways, with more of an event- and activity-driven focus on what we need to know.

      That evolution, said Rashid, in Redmond, Wash., will continue with growing use of machine intelligence to deduce and meet higher-level needs. When it comes to commuter information, for example, “I can go on the Web and get a nice map, updated constantly with images of intersections,” he said. “The problem is that its more work than I want. What I want is something that tells me, You have to leave the office now.”

      Such personal interactions carry with them a natural concern about managing personal data. Papadopoulos said, in fact, that network identity is becoming the defining issue of online commerce.

      “It is the heart; it is the recognition that the Internet has to move beyond naming computers to naming people,” Papadopoulos said. “As an industry, we need to formulate the foundations of secure, authenticatable identity openly … and, most importantly, preserve the rights of the consumers to share or not share them.”

      IBMs Adkins, in Somers, N.Y., agreed, saying that all such efforts must “make sure that the user has control over privacy. You may not always want the network to detect your location or presence; we want the user to control the ability to be discovered.”

      Page Two

      A more mercantile problem with the vision of a ubiquitous lifestyle network, as seen by Suns Gosling, is the conflict of interest between providing platforms and providing content for those platforms.

      “In Japan and Europe,” Gosling said, “youve got this interesting situation where the phone systems are regulated government bureaucracies, but they have strictly defined boundaries for their business. For instance, theyre not allowed to compete by creating games, so what happens is that they open their network. Anyone can create a game, and the games drive bandwidth consumption, and theyre motivated to let people do interesting things.”

      Gosling, in Mountain View, Calif., expressed concern about the slower rates of emergence for new wireless applications in North America. “A lot of the companies sell the phones; they also sell the add-on services, and they want a monopoly on the services to your cell phone,” he said.

      Both Gosling and Adkins agree that another wireless infrastructure—GPS (Global Positioning System)—is on the verge of dramatically greater penetration into personal and enterprise applications.

      “When your car is on the network, and you combine that with GPS information, I dont understand why GPS receivers arent exploding,” said Gosling of a technology whose obvious applications include everything from delivering organs for transplant procedures to delivering hot pizzas.

      Added Adkins, “Well start, based on location and presence, to deliver more information and capability to users based on their environment.”

      Modes of user interaction will therefore have to adapt, Adkins said, to situations other than desktop and keyboard or handwriting tablet.

      “Youre going to see the 2003 Honda Accord with embedded speech technologies as part of the telematics, based on our embedded ViaVoice,” Adkins said, adding that IBM is also working with Norways Opera Software ASA to develop a multimodal, text/voice Web browser based on the XHTML+Voice specification.

      Adkins credits some of IBMs rapid progress in these areas to open standards and open-source initiatives.

      “The beauty of our approach, being based on standards, is that we can repackage—from servers, to in-hand devices, now to an in-car device. We support a number of major standards, moving Linux to more embedded opportunities. … Our approach across all IBM is to embrace the open movement, and much of what were doing is based on that. It gives us economic advantage.”

      Suns Gage observed that much of the IT infrastructure is surprisingly unprepared for a sudden influx of new location-oriented data and applications. Questions such as “What points on this highway are within 100 yards of a natural gas pipeline?” have obvious bearing on homeland security concerns, as well as industrial operations, but dont fit into relational database models.

      “There are things that relational databases do very badly,” said Gage, in Menlo Park, Calif. “A sense of things as parts of a whole—thats the desire for object databases, but theres an enormous investment in the schema for relational databases.

      “Why does SAP [AG] exist?” Gage asked rhetorically. “Theyve built data models of the world that more or less capture what an enterprise does. Thats why you pay them a billion dollars—because when you sit around and try to create data models, you realize thats really hard.”

      At the same time, though, Gage asserted that developing and exploiting new data models is arguably the most vital challenge for enterprise IT.

      “Most of our business, in very large enterprises, is based on building and aggregating very large data models. Its a transitional mode and will be forever,” Gage said. “Most databases make no provision for location codes, and when you have that information, you can do new things. The reason that the United States did so well in Afghanistan, after 10 years of work that began with Desert Storm, is that we finally had a unified terrain model, from people on the ground to B-52s in the air. Once that model is clear, and you have location information and other data, you can ask questions like Where is it going? When will it get to this point? Where was it when it experienced a drop of more than 1 meter?”

      Suns Papadopoulos agreed with this forecast of more information on individual items at every point in the supply chain: “Soon we will be adding miniature radio-frequency identification tags to all kinds of products, so we can instantly discover not only the price of the item but where and when it was made, how it was delivered, and a host of other useful data.”

      Even where mobility isnt an issue, IBMs Adkins sees important opportunities from enriching interactions among devices in different locations.

      “One application that were developing with a large petroleum company involves gas pumps, refrigeration units and other devices that you find in a convenience store,” Adkins said. “If the gas pumps are getting low, the store contacts a server. Stores were losing money with their high turnover and workers who didnt manage the environment, and they found that detecting the refrigerator being left open, for example, would quickly save them substantial amounts of money.”

      Such diversity of devices, interacting in so many ways, could create an overwhelming burden of network management, Papadopoulos said.

      “In the same way the telephone industry had to look beyond switchboards and operators and move to automatic switching,” said the Sun CTO, “the high-tech industry will have to find new ways to cope with increasing volume and complexity.

      “One way to do that,” Papadopoulos said, “is with self-forming and self-healing networks—disparate devices finding each other across any kind of network, wired or wireless, without the need for centralized control, as in JXTA peer-to-peer technology. Clients and services forming and disbanding ad hoc networks without the need for human intervention, as with Jini network technology.”

      All these interactions presuppose a body of code thats reliable enough to interact without human supervision.

      “I sure wish I felt more hopeful than I do” about software testing and other quality assurance disciplines, said Suns Gosling. “One of the things that Im pretty high on is systems that dont need as much testing because its in some sense correct by construction. If you peel the onion on the productivity figures for Java, a lot of that is because things just work.”

      Microsofts Rashid said he also has hopes for reducing the burdens of testing through more reliable paths from specification to executable code.

      “There is, for example, in Java or the .Net Common Language Infrastructure, a kind of theorem prover that can establish that certain things will never happen,” Rashid said. “Youve defined the byte code in such a way that a tiny number of rules can be analyzed in that way. What Im talking about is the next step—a much broader idea of the things that can be rules. For example, that if a certain lock is taken that it will always be released. The version of Windows thats going to come out two or three years from now will have drivers that have all gone through that discipline—its a huge advance.”

      The hardest thing about transcribing a discussion like this is deciding who gets the last word—so hard that were not going to do it, but rather conclude with parallel points.

      The capacity of the network, rather than the power of the processor, is today the fastest-growing resource that drives the potential for dramatically new ways of using IT.

      “A single strand of fiber-optic cable can now carry more packets of data per second than even the fastest CPU can process. That has tremendous design implications,” said Suns Papadopoulos.

      One of those implications is that much larger quantities of data now reside, in effect, close enough to one another that theres value in their combination and peril in their conflict: “Were going to be fixing these divergent, inaccurate data models of the world,” said Suns Gage. “Theres a huge enterprise investment to be made.”

      Technology Editor Peter Coffee can be reached at [email protected].

      Peter Coffee
      Peter Coffee
      Peter Coffee is Director of Platform Research at salesforce.com, where he serves as a liaison with the developer community to define the opportunity and clarify developers' technical requirements on the company's evolving Apex Platform. Peter previously spent 18 years with eWEEK (formerly PC Week), the national news magazine of enterprise technology practice, where he reviewed software development tools and methods and wrote regular columns on emerging technologies and professional community issues.Before he began writing full-time in 1989, Peter spent eleven years in technical and management positions at Exxon and The Aerospace Corporation, including management of the latter company's first desktop computing planning team and applied research in applications of artificial intelligence techniques. He holds an engineering degree from MIT and an MBA from Pepperdine University, he has held teaching appointments in computer science, business analytics and information systems management at Pepperdine, UCLA, and Chapman College.

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