Tilera's balancing act: 100 cores vs. market realities
A new family of CPUs from Tilera with 16 to 100 cores per chip will set new complexity records for general-purpose microprocessors. It will also teach a lesson about what "general purpose" means.
While we're all familiar with the steady increase in the number of cores in mainstream PC and server processors, the corresponding progress in the embedded-processor market has been anything but steady.
With mainstream PC microprocessors standardizing on four-core designs such as Intel'sand leading-edge server chips ranging from , single-core chips are no longer competitive. For embedded systems, however, one core may still be the right answer; if more are needed, the choices range up into the hundreds.
The latest announcement in the many-core embedded processor market is Tilera's Tile-Gx family, which combines 16 to 100 64-bit integer processor cores with cryptographic accelerators and off-chip interfaces for memory, networking, and PCI Express. I met with Tilera before last week's announcement to discuss the technical and business issues related to the Tile-Gx.
The technical details
San Jose, Calif.-based Tilera is eager to set itself apart from the many other chip companies competing in its target markets. Unlike most embedded processors with high core counts, for example, Tilera's design allows its cores to operate truly independently, even to the extent of running different operating systems if needed. More commonly, groups of tiles will be combined to run a single task that is part of a larger workload. In this way, one chip can operate like a cluster of multiprocessor systems.
Between this distinction and the fact that cores in the Tile-Gx family are a full 64 bits wide, Tilera claims the Tile-Gx100 is the "world's first 100-core processor." I think that's just a little too broad a claim, personally, since companies such as Clearspeed and Xelerated have previously made similar claims for their chips. Even more significantly, the Tile-Gx100 doesn't exist yet. It won't be a real product until early 2011, according to Tilera's current schedule.
Tile-Gx processors aren't something most CNET readers will ever knowingly use, though these chips will likely, eventually, help carry traffic over the public Internet and through larger corporate networks. But they do provide an excellent example of the issues facing PC processor vendors as core counts continue to grow.
Consider the Tile-Gx100 block diagram shown above. It's easy to imagine that this chip can get a lot of work done. Every core can run up to three instructions per cycle at up to 1.5GHz. It has dedicated hardware accelerators for cryptography and network packet processing. The network interfaces can implement up to eight 10Gb Ethernet ports. The chip also has four DDR3 memory interfaces; to reduce DRAM accesses, every core has 320KB of local cache memory. (The total amount of cache memory in the Tile-Gx100, about 32MB, matches that of IBM's, which has only eight cores.)
The need for balance
It's not so easy to keep all these resources busy, however. The more complicated a chip gets, generally speaking, the more difficult it becomes to make full use of its resources. This is what we often call the balance between hardware and software.
Tilera will offer four products in the Tile-Gx family with 16, 36, 64, and 100 cores and corresponding differences in memory and networking support. This range of products helps meet the needs of different applications, but each product still needs a particular balance of application requirements for maximum efficiency.
So here lies Tilera's great challenge--finding software applications that need a large amount of CPU performance and that also:
1. Are highly parallel, so they can keep many cores busy.
2. Don't need much (if any) floating-point math, since the Tile-Gx doesn't do that.
3. Can benefit from cryptographic acceleration.
4. Consume large amounts of network bandwidth.
Tilera wants customers to think of its chips as "general-purpose" processors, but as this list shows, they're better for some purposes than for others. As PC processors reach higher core counts and integrate more functionality, they too will become more sensitive to application requirements. Integration eventually reaches a point where additional complexity adds no practical value. And the closer PC processor vendors approach that limit, the more difficult it will become to sell their latest, greatest, most complicated chips.
Network processing is the most natural fit for Tilera's capabilities, particularly high-level services like virus scanning as I discussed in September (see ""). Internet service providers rarely provide such services for PC users, since PCs can do their own scanning--but mobile phones and other Internet appliances often can't, so these services are seeing increasing demand.
The networking market, unfortunately, is not large enough to support a company like Tilera. Although there is a lot of networking equipment sold each year, each company in the business has its own ideas about how this processing should be done. A single chip design could never capture the majority of this potential demand.
Further, the larger equipment vendors often have policies in place against relying too heavily on individual suppliers, especially small start-ups. They will commonly design different products using different chip-level technology so that the failure of a single supplier--or the purchase of a supplier by a competing equipment vendor--will have only a limited effect on their bottom line.
New business opportunities
Tilera is working to develop new markets for its current TilePro and future Tile-Gx parts. The most significant of these new markets is cloud computing, which may favor solutions like Tilera's that offer higher performance per watt.
That's the metric Tilera touts most heavily for the Tile-Gx, promising 10 times the performance per watt of Intel's Westmere-EP, a six-core 32nm processor that Intel will begin shipping in 2010, which is aimed at high-efficiency servers. (Incidentally, I commend Tilera for making this comparison; Westmere-EP is exactly what they'll be competing against. Too often, chip companies will try to make themselves look better by comparing next year's products with last year's competition.)
Although 10x is a critical multiplier in this business (see my post "GCC and Eclipse, but its Tile chips still can't run Windows and it just can't match the developer relationships that companies like Advanced Micro Devices and Intel have established."), such an advantage doesn't necessarily guarantee success. Tilera has done everything it can to minimize the difficulties associated with software development by adopting industry-standard development tools such as
Fortunately, Tilera is small and relatively efficient for a chip company. Last month, Tilera announced that Quanta Computer invested $10 million in the company based on Quanta's interest in cloud computing. Tilera said it has enough funding to reach cash-flow breakeven in 2011, assuming the Tile-Gx reaches market and achieves the kind of success Tilera predicts.
I remain skeptical, but hopeful. I think there's no question that in the long run, there will be plenty of demand for complex, many-core processors like Tilera's. But will Tilera still be around by that time? And in the long run, once this demand develops, larger companies such as Intel will have their own offerings.
Can Tilera carve out a market niche that it can defend against such strong competition? I just don't know, but I'm always glad to see people trying new ideas.